DMT and Hyperbolic Geometry: 1 Million Views Special

My 2019 presentation The Hyperbolic Geometry of DMT Experiences just hit one million views on YouTube:

The casual QRI enjoyer may get the impression that this video encapsulates our current understanding of the phenomenology of DMT. The dedicated QRI reader/watcher, however, knows that we are light-years ahead in our understanding relative to where we were at the time. So I figured that this would be a good opportunity to highlight some of the DMT-specific insights that we have presented since that video came out. But before I do so, let me briefly discuss why this work is actually advancing our understanding (unlike most psychedelic phenomenology work out there) and then summarize some of the core points presented in that video so that we are all on the same page before moving on to the new models:


Introduction: What’s Useful Phenomenology?

At QRI we have put a lot of effort into characterizing what it means to describe an exotic state of consciousness in a way that is actually useful (see our guide for how to write good trip reports). Here are some key points:

Most people who try to make sense of the DMT-induced state of consciousness focus on the intentional content (the narrative) of the experience, which isn’t actually that helpful (consider how both a mescaline trip and a DMT trip can give rise to a hallucination about e.g. “meeting a dragon in another dimension”, yet the texture of such experiences will be very different!). Many others obsess over the question of whether what one experiences on DMT has a reality outside your brain or not (cf. Andrew Zuckerman has made it easy for you to test a DMT prime factorization experiment, were you to be so inclined). While interesting, I don’t think these approaches really advance our understanding very much; they in fact leave an enormous amount of low-hanging fruit uncollected.

Instead, a more fruitful approach is to focus on describing what we call the phenomenal character of the experience (yes, the dragon is important, but please also tell us how the scales on the skin of the dragon were arranged, whether they followed any wallpaper symmetry group, what their flicker frequency was, what patterns of local binding they expressed, and so on). The overwhelming majority of trip reports you can find in the literature and online don’t even try to do this. They are just quite content with a narrative account and superficial descriptions of the sensorial components of the experience (“I saw a lot of orange triangles”). But some psychonauts do try to rise to the challenge of describing the phenomenal character of the experience. Two examples are:

A step above doing this is where we find people such as Josikins (of Subjective Effect Index fame) who spend copious amounts of time trying to systematically catalogue exotic phenomenology by carefully describing and then labeling each effect with a concept handle. See also DMT-Nexus‘ systematic Hyperspace Lexicon which is perhaps a bit of a hybrid between focusing on intentional content and phenomenal character.

What’s missing here, however, is that the output ends up being a zoo of effects. Presumably, however, DMT and other psychedelics don’t have that many direct effects. Rather, they probably affect the properties of the nervous system in specific ways that in turn, downstream, give rise to a complex variety of effects. In other words, to really understand what’s going on, one should try to find a minimal set of core effects such that by combining them you get the complexity that we observe. Here is where we find people like Steven Lehar (see The Grand Illusion) and James L. Kent (see Psychedelic Information Theory). They are really experienced psychonauts who then go on to use their subject-matter expertise (cognitive science and signal processing, respectively) to explain the characteristics of the exotic states of consciousness they have experienced. They have both produced really excellent work with significant explanatory power.

At QRI we do something like that, but on a higher level. Namely, the exploration is integrated with philosophy of mind, neuroscience, and neurotechnology. What makes QRI’s psychedelic theory different than what you will see in academia is that:

  • We know of and take seriously a vastly larger experience base to work with (compared to e.g. some labs where you are not even allowed to discuss your own experiences with your colleagues!)
  • We use the framework of algorithmic reduction (and other key QRI paradigms) to try to simplify the complexity in terms of a minimal set of effects interacting with one another
  • Explore non-standard paradigms of computing (e.g. see Mike’s A Future for Neuroscience and more recently the video on Non-Linear Wave Computing), and
  • We have a crisp philosophy of mind that allows us to make modular progress on specific questions rather than being crippled by the “hard problem of consciousness” (e.g. solving the boundary problem or the translation problem can be done without having to solve everything else at once)

In other words, we actually pay attention to the details of experience no matter how weird they may be (did you know that seeing a hyperbolic honeycomb while on DMT can make your visual field “glitch”? Why does that happen?). We don’t let the theory define the facts and instead let the facts define the theory. And we try to tie it all together in light of what we know about how the nervous system works.

Example of a *structural* feature of experience: the fractal dimension of phenomenal objects. Empirically, the Hausdorff dimension of DMT phenomenal objects increases with the dose. (Ps. be careful not to look at objects with a high Hausdorff dimension while on DMT, such as cauliflowers – don’t ask me why, just don’t).


The Hyperbolic Geometry of DMT Experiences

The original article (slides; ELI5) upon which the video is based is over 8,000 words long and a lot of material is covered in it. Here I will merely highlight some of the key arguments, concepts, and talking points.

  • To a first approximation, the article does three things:
    • (1) provide detailed phenomenology focused on the structural and dynamic features that arise at each dose.
    • (2) postulate possible algorithmic reductions to explain the emergence of such structural and dynamic features.
    • (3) speculate on the information-processing properties of the state in question.
  • We point out that the reason why it is so difficult to recall the DMT experiences is that they take place in a phenomenal world with different geometry. Hence, what you do remember is whatever can exist both here and there! That said, you can modify the phenomenal objects you experienced as you come down in order to impress on them hints about what they were like up there.
  • We explain the concept of algorithmic reductions and how to apply it here.
  • Provide 17 reasons why DMT experiences are highly suggestive of hyperbolic geometry (from the presence of saddles in DMT psychedelic replications to the explicit accounts of Ralph Abraham who said his DMT experiences were distinctly non-Euclidean).
  • (1) Phenomenology:
    • Threshold (1-4mg): Crisp and high-resolution experience without obvious hallucinations. Intensified colors and sharper edges.
    • Chrysanthemum (4-8mg): The surfaces become fully saturated with wallpaper symmetry groups and then overflow, leading to a hyperbolization of such surfaces. At this level, the mind will still try to embed these constructs in 3D Euclidean space, so in practice you will see kale-like surfaces, saddles, helixes, corners, twists, etc. This often manifests as what looks like the blossoming of a flower or unwrapping of a present in the center of your attention.
    • Magic Eye (8-12mg): The Chrysanthemum becomes so curved that it can be used to render arbitrary 3D scenes of all sorts (e.g. ice cream shops, apparel, play pens, kitchen counters, etc.). We can think of this as a dynamic and animated depth map, which we call the world-sheet. If you pay attention, you will realize that the texture of the world-sheet is in fact made out of a widely contorted Chrysanthemum, with similarities to autostereograms (aka. Magic Eye visual illusions). 
    • Waiting Room (12-25mg): The curved world-sheet fully saturates 3D space; qualia continues to build to the point the that it simply does not fit 3D Euclidean space. Thus there is a forced hyperbolization of 3D phenomenal space, which also comes along a powerful multi-modal synchronization (cf. Kinesioöptic). This, in turn, makes the hallucinated world so engrossing that you lose contact with your surroundings. Often manifests as a hyper-realistic dome or series of interconnected rooms and exotic architectural structures with countless twists and turns.
    • Breakthrough (25mg+): The curvature and density of qualia is so extreme that the very topology of the worldsheet can change (e.g. via bifurcations and reconnections). One experiences radically exotic geometries of experience. There may be more than one geodesic between two given points, leading to markedly bizarre pseudo-acoustic properties. Sense of entering a sort of “interdimensional highway” that stitches together widely diverse and seemingly contradictory realities at once. (Today I would add that at this dose different regions of the experience may exhibit different pseudo-time arrows, and thus may have hybrid temporal qualities, as discussed here).
    • Amnesia (40mg+; depends): Not much to say here.
    • DMT objects, DMT space expansion, and DMT entities are described in terms of the unique features of each level.
  • (2) Algorithmic Reductions:
    • Control Interruption + Symmetry detection = Change in Metric: This algorithmic reduction combines the two core psychedelic effects of tracers (here discussed in light of Kent’s control interrupt model of psychedelic action) and lowering the symmetry detection threshold. The first one can be thought of as making the decay of qualia over time slower, and so the homeostatic level of qualia in one’s world-simulation reachers a higher level than normal. In turn, the rate at which “distances are being measured” with symmetry detection also changes. These two effects combined may give rise a network of distances between phenomenal objects that has a hyperbolic metric.
    • Dynamic System Account: Energy Sources, Sinks and Invariants: This algorithmic reduction bears a lot of similarities with predictive processing, except that it works at the algorithmic rather than computational level of abstraction.
      • We define the “Hamiltonian of Consciousness” (aka. the “temperature parameter”) as the sum total of the intensity-weighted qualia in an experience. It is noted that on DMT many energy invariants get activated: intense color can morph into acceleration which can morph into curvature and so on, as if they were trading a common currency (a unified “energy of consciousness” property).
      • Energy Sources: attention works as an energy source and on DMT this becomes intensified (almost as if the voltage of attention increased). Thus whatever you pay attention to becomes energized (brighter, faster, more curved, etc.).
      • Energy Sinks: The two main energy sinks are symmetry (not unlike how a soap bubble radiates out its energy until it settles as a perfect sphere) and semantic content (i.e. recognition). Essentially, when a part of the world-sheet starts to look symmetrical, it will “snap into symmetry” because that’s an energy minima in the neighborhood of configuration-space. And when parts of it start to resemble something you have seen or thought about before, it will snap into that configuration. We call the latter kind “Bayesian energy sinks” because they implement our perceptual priors.
      • On DMT the homeostatic balance between energy sources and sinks favors a much higher level of energy. Since curvature contributes to the Hamiltonian, most of the highly-energized states of mind are highly curved. This model wonderfully explains two aspects of tripping: first, it accounts for why what one ends up experiencing is a bizarre hybrid of symmetrical and semantic structures (e.g. faces with extra eyes, boats with point symmetry along extra degrees of freedom, etc.). And second, it explains why there are discontinuities between levels. This is because when you overwhelm the energy sinks the configuration of the world-sheet becomes less recognizable, and in turn this further blocks the ability to shed off the energy into Bayesian sinks. As a consequence, the balance between semantic content and symmetries favors symmetries on higher doses (since we lack the capacity to “recognize” semantically meaningful shapes in highly energized world-sheets).
    • Hyperbolic Micro-structure of Consciousness: This algorithmic reduction focuses on the low-level microstructure of experience. It postulates that the material properties of the world-sheet at the microscopic level are such that by energizing it one experiences a sort of thermal expansion and deformation on the parts of the world-sheet one pays attention to.
    • We note that these three algorithmic reductions might be complementary rather than mutually exclusive.
  • (3) Information Processing Properties:
    • We point out that these exotic states of consciousness may allow us to experience from the inside mathematical shapes for which mathematicians have so far had enormous difficulty visualizing and making sense of. In particular, knot complements (i.e. the space around a knot deformed so that the knot becomes the boundary at infinity), higher dimensional objects, and irreducibly complex (“prime”) shapes native to hyperbolic geometry can be encountered and interacted with. We speculate that perhaps someday breakthroughs in higher math might in fact primarily come from consciousness research centers.

Furthermore, the video includes some extra insights not present in the original article:

  • We add two more levels (which live at the interface between levels already discussed):
    • Between Threshold and Chrysanthemum there is a thin layer we call Symmetry Hotel where you still see the “real” world around you but every surface is fully saturated with wallpaper symmetry groups. Empirically, at this level the surfaces one sees on DMT can be tessellated with any of the 17 wallpaper symmetry groups and their combinations. Essentially, if you increase the energy parameter any more, then you will start to see some hyperbolization of the 2D surfaces and unlock the Chrysanthemum.
    • Between Magic Eye and Waiting Room there is a thin layer we call Crystal Worlds. It’s analogous to the Symmetry Hotel but one spatial dimension higher. Namely, the space around you becomes fully saturated with Euclidean space groups. If the energy parameter is raised any higher, then you will start to see a hyperbolization of (3D) space itself and unlock Waiting Room phenomenology.
  • In addition to the Hamiltonian of Consciousness (i.e. the temperature parameter) there is also a really important feature of experience: information content or complexity.
  • These two features define a state-space we call the Energy X Complexity landscape.
  • In order to provide an algorithmic reduction for the complexity of experience, we suggest that it is the result of feedback dynamics. This allows us to import an ontology of attractor states, which includes fixed points, limit cycles, chaos, and noise-drive spatial structures.
  • Note: In the presentation I highly recommended watching Space-Time Dynamics in Video Feedback to get a feel for this ontology. Today I would also recommend playing with the suitably psychedelic feedback-based phone app called Fraksl.
  • What defines a DMT trip is not only how far you traveled into the Energy X Complexity landscape, but also what your trajectory on it was (cf. Typical N,N-DMT Trip Progression According to an Anonymous Reader).
    • If you want to anneal a blissful state, starting in a minimally complex state and “going up” without moving right (i.e. getting caught up in any complexity) would be ideal.
    • For discovering and investigating mathematically interesting and exotic phenomena, aiming towards the upper center region would be ideal. This is where the machine elves show you absolutely mind-boggling irreducibly complex synesthetic patterns of qualia for which we have no names.
    • For processing stored inner tension or trauma, it might be necessary to go to the middle right region in order to induce entropic disintegration of patterns and then come back via the low-complexity region to anneal a harmonious state.
  • We concluded the presentation by suggesting that a way forward for science to investigate DMT-like states of consciousness would be to plan legal retreats with physicists, mathematicians, electrical engineers, and visual artists so that the models here presented could be explored, tested, and further developed out in the open.

More Recent DMT Insights

The descriptions shown below merely scratch the surface. Think of them as pointers rather than the insights themselves. For the videos in particular, even if you don’t have the time to see them in full, I nonetheless recommend clicking on them and reading their descriptions (rather than merely the excerpts pasted below). Of course there really isn’t a good substitute for watching the entire video if you want the detailed explanation.

  • November 15, 2019 Break Out of the Simulation Day: Televised Entity Contact, Injection Pulling Experiments, and the Brain as a Game Engine (article)
    • This essay proposes a novel way of testing the independent reality of DMT entities: one could in principle determine that the brain state is being influenced by an external force by looking for the dynamic signatures of injection pulling in neuroimaging data.
  • July 1, 2020 5-MeO-DMT vs. N,N-DMT: The 9 Lenses (article)
    • This article describes 9 key differences between the phenomenology of DMT and 5-MeO-DMT: (1) Space vs. Form: 5-MeO is more space-like than DMT. (2) Crystals vs. Quasi-Crystals: 5-MeO generates more perfectly repeating rhythms and hallucinations than DMT. (3) Non-Attachment vs. Attachment: 5-MeO seems to enable detachment from the craving of both existence and non-existence, whereas DMT enhances the craving. (4) Underfitting vs. Overfitting: 5-MeO reduces one’s model complexity whereas DMT radically increases it. (5) Fixed Points and Limit Cycles vs. Chaotic Attractors: 5-MeO’s effect on feedback leads to stable and predictable attractors while DMT’s attractors are inherently chaotic. (6) Modulation of Lateral Inhibition: 5-MeO may reduce lateral inhibition while DMT may enhance it. (7) Diffuse Attention vs. Focused Attention: 5-MeO diffuses attention uniformly over large regions of one’s experiential field, while DMT seems to focus it. (8) Big Chunks and Tiny Chunks vs. A Power Law of Chunks: 5-MeO creates a few huge phases of experience (as in phases of matter) with a few remaining specks, while DMT produces a more organic power law distribution of chunk sizes. (9) Integration vs. Fragmentation: 5-MeO seems to give rise to “neural integration” involving the entrainment of any two arbitrary subnetworks (even when they usually do not talk to each other), while DMT fragments communication between most networks but massively enhances it between some specific kinds of networks.
  • October 9, 2020 Modeling Psychedelic Tracers with QRI’s Psychophysics Toolkit: The Tracer Replication Tool (article)
    • This is the first attempt at quantitatively and qualitatively measuring the tracer characteristics of DMT hallucinations (try it yourself!). Preliminary findings suggest that DMT is special relative to other psychedelics in the following ways. First, it has pronounced tracer effects. Second, they flicker at a much higher frequency than other drugs (~30 Hz relative to ~15-20 for LSD and ~12 for 2C-B). Third, there are both strobe and replay effects galore. Fourth, there is a color pulsing effect at a very high frequency (also around 30 Hz). Unlike 5-MeO-DMT, which gives rise to monochromatic tracers, on DMT the color of the tracers alternates between their positive and negative afterimages.
  • Jan 8, 2021 Why Does DMT Feel So Real? Multi-modal Coherence, High Temperature Parameter, Tactile Hallucinations (video essay)
    • This explains why it is so hard to not take at face value the reality of the hallucinations on DMT. When we take psychedelics, we learn what “channels” of information become distorted and which ones can be trusted. It turns out that DMT can mess with many more channels relative to other psychedelics (such as LSD, mescaline, or 2C-B). In particular, DMT is exceptional in the degree of (1) cross-modal coherence that it induces, (2) heat, giving rise to a very high temperature parameter of experience, and (3) realistic tactile hallucinations. These three features combined might go a long way in explaining why DMT feels so real. Namely, that you can experience detailed tactile feelings like “crossing a veil” or “being invaded by energetic bugs” or “being operated on” that are coherent with the information you are receiving from other senses and are felt with a level of intensity much greater than the feelings one is used to in everyday life. This synergizes to create a very realistic feeling of touching parallel realities.
  • Feb 15, 2021 A Language for Psychedelic Experiences: Algorithmic Reductions, Field Operators, and Dimensionality (video essay)
    • From the description: We suggest that a remarkably fruitful strategy for pointing at a whole family of psychedelic effects comes in the form of “field operators” that change the qualitative properties of our experiential fields. I provide a detailed description of what we call the “world-sheet” of experience and how it encodes emotional and semantic content in its very structure. The world-sheet can have tension, relaxation, different types of resonance and buzzing entrainment, twisting, curling, divergence (with vortices and anti-vortices in the attention field-lines), dissonance, consonance, noise, release, curvature, holographic properties, and dimensionality. I explain that in a psychedelic state, you explore higher up regions in the “Hamiltonian of the field”, meaning that you instantiate field configurations with higher levels of energy. There, we observer interesting trade-offs between the hyperbolicity of the field and its dimensionality. It can instantiate fractals of many sorts (in polar, cartesian, and other coordinate systems) by multi-scale entrainment. Time loops and moments of eternity result from this process iterated over all sensory modalities. The field contains meta-data implicitly encoded in its periphery which you can use for tacit information processing. Semantic content and preferences are encoded in terms of the patterns of attraction and repulsion of the attention-field lines.
  • May 8, 2021 Healing Trauma with Neural Annealing (article & presentation)
    • This writeup does a lot of things. While the focus is on application (i.e. how to heal trauma with psychedelics), it also lays out a very significant amount of novel psychedelic theory. Excerpt: A lot of psychedelic phenomenology suggests that there is a duality between the vibe of the state and the geometric layout of the multi-modal hallucinations. In other words, each phenomenal object has a corresponding way of vibrating, and this is experienced as a holistic signature of such objects. (cf. Resonance and vibration of [phenomenal] objects). (See also: Hearing the shape of a drum). In the context of this presentation, the most important idea of this slide is that the duality between standing wave patterns and the vibe of the experience showcases how symmetry and valence are related. Blissful “heavenly realms” on DMT are constructed in ways where the resonance of the phenomenal objects with each other is consonant and their structure is symmetrical. Likewise, the screechy and painful quality of the DMT “hell realms” comes along with asymmetries, discontinuities, and missing components in the phenomenal objects that make up experiences. The overall vibe of the space is the result of the intrinsic vibratory modes of each phenomenal object in addition to each of the possible interactions between them (weighted by their phenomenal distance). An analogy readily comes to mind of an orchestra and the challenges that come with making it sound consonant. […] We hypothesize that DMT’s effects at the implementation level can be understood as the result of competing clusters of coherence across the hierarchy, whereas the main attractors of 5-MeO-DMT seem to involve global coherence. Modulating the average synaptic path length in a system of coupled oscillators can give rise to this sort of effect. By randomly adding connections to a network of coupled oscillators one first sees an emergent state of many competing patches of synchrony, and then, after a threshold is crossed, one starts seeing global synchrony emerge. Despite both drugs making the brain “more interconnected”, the slight difference in just how interconnected it makes it, may be the difference between the colorful chaos of DMT and the peaceful nothingness of 5-MeO-DMT. The competing clusters of coherence across the hierarchy can evolve to adapt to each other. The DMT realm is more of an ecosystem than it is a state per se (ex: Hyperspace Lexicon). And due to the duality between dissonance minimization and prediction error minimization, avoiding updating one’s belief in the direction of these realms being real causes intense cognitive dissonance. Some level of belief updating to fit the content of the hallucinations might be very difficult to resist. Indeed, the forced coherence across the layers of the hierarchy would be bypassing one’s normal ability to resist information coming from the lower layers.
      As you can see, contrary to what many people in the comments* seem to say, DMT visuals are in fact extremely important and not at all just a superficial aspect of the experience. Due to the duality between the vibe of the state and the geometric layout of the multi-modal hallucinations, it is always the case that the geometry of your experience will be a reflection of your emotional processing! Solving for harmony in your hallucinations will in turn have unexpected harmonizing effects at the emotional level as well.
  • May 31, 2021 DMT vs. 5-MeO-DMT: 12 Key Differences (video essay)
    • This video essay expands on the article and adds three key differences: (10) Global Coherence vs. Competing Clusters of Coherence: 5-MeO-DMT gives rise to a global coherent state (the so-called “unified energy field”), whereas DMT gives rise to an ecosystem of time-loops, each trying to capture as much of your attention as possible, which in turn results in coalition-building and evolution of patterns in the direction of being very “attention grabbing” (cf. reddit.com/r/place). (11) Really Positive or Really Negative Valence vs. Highly-Mixed Valence: 5-MeO-DMT gives rise to either a globally coherent state (high-valence) or two competing coherent states (negative-valence), whereas DMT tends to generate complex consonance/dissonance relationships between the clusters of coherence. (12) How they are different according the the Free Energy Principle: On 5-MeO-DMT the entire experience has to reinforce itself, whereas each cluster of coherence needs to model the rest of the experience in order to be reinforced by it on DMT. Thus 5-MeO-DMT makes experiences that express “the whole as the whole” whereas DMT makes each part of the experience represent the whole yet remains distinct.
  • Jun 20, 2021 Psychedelics and the Free Energy Principle: From REBUS to Indra’s Net (video essay)
    • The key achievement of this video is to discuss the Free Energy Principle and Predictive Processing at the implementation level of analysis in light of Neural Annealing, the Symmetry Theory of Valence, and Holistic Field Behavior. Here we realize that prediction errors feel bad not because they are inherently negative, but because the nervous system is implemented in such a way that they generate dissonance. More so, there is also a dissonance cost to model complexity (complex internal representations “self-intersect” and thus generate dissonance). This balances out so that our nervous system minimizing dissonance ends up generating relatively simple models with high levels of accuracy. In other words, it avoids both underfitting and overfitting merely by trying to minimize internal dissonance! The video also articulates how Bayesian Energy Sinks might be implemented. It concludes with a derivation of the “mystical” (or psychedelic, really) state of Indra’s Net, i.e. why on substances such as DMT it often feels like “everything reflects everything else”. Indra’s Net, it turns out, can be explained as a local energy minima of a highly energized system of coupled oscillators organized hierarchically so that each “competing cluster of coherence” minimizes its energy by predicting perfectly the behavior of the surrounding ones. In other words, each “competing cluster of coherence” needs to model its environment in order to synch up with it in a reinforcing way. This leads to attractor states where everything is a reflection of everything else.
  • Sep 24, 2021 Are Higher Dimensions Real? From Numerology to Precision Xenovalence – 4 5 6 8 10 12 16 20 24 32 (video essay)
    • This video explains how a system of coupled oscillators can in fact instantiate virtual higher dimensions. Namely, dynamic systems that behave as if they were embedded in a higher spatial dimension. There is a trade-off between degrees of freedom and higher virtual dimensions. It argues that indeed on DMT one can experience such higher dimensions and that in light of the Symmetry Theory of Valence there is a corresponding “generalized music theory” that explains why some of them feel good and others not. Additionally, there seems to be an algebra for how “DMT objects” with specific dimensionalities can be composed with one another (the 2D symmetry slabs found in Symmetry Hotel can be composed with each other to form 3D spatial structures native to the Crystal World level).
  • Jan 30, 2022 Qualia Computing: How Conscious States Are Used For Efficient And Non-Trivial Information Processing (video essay)
    • From the video description: The reason we are conscious is because being conscious allows you to recruit self-organizing principles that can run on a massively parallel fashion in order to find solutions to problems at [wave propagation] speed. Importantly, this predicts it’s possible to use e.g. a visual field on DMT in order to quickly find the “energy minima” of a physical state that has been properly calibrated to correspond to the dynamics of a world-sheet in that state. This is falsifiable and exciting.
  • Feb 26, 2022 Full-Spectrum Superintelligence: From Shape Rotator to Benevolent Rainbow God
    • From the video description: High-octane mental power, when pointed in a pointless direction, is not particularly useful. Thus, we must enrich our conception of intelligence to encapsulate philosophical, meditative, and existential cognition. And, perhaps the Crown Jewel of Intelligence: the ability to explore, make sense of, navigate, and recruit exotic states of consciousness for information processing and aesthetic purposes. In particular, I make the case that intelligence is truly about identifying *self-organizing principles* of physics that are energetically cheap which can *solve the problem for you* (cf. “Repulsive Shape Optimization”).
  • Mar 5, 2022 Non-Linear Wave Computing: Vibes, Gestalts, and Realms (video essay)
    • DMT both energizes one’s state of consciousness and also provides a new medium of wave propagation. At a sufficient dose (>5mg) it takes one’s consciousness to the non-linear regime. This video discusses the very nature of vibes, how gestalts arise, and how they assemble to form realms. It also explains how a vibe acquires its valence (partly through its ADSR envelope characteristics). If you only watch one video, make it this one.
  • Mar 15, 2022 Attention & Awareness: Oscillatory Complementarity, Non-Linearities, and the Pointlessness of It All (video essay)
    • This video explains how DMT objects emerge out of exotic attention-awareness patterns. From the video description: LSD non-duality can be understood as more diffuse elements of experience becoming the non-linear oscillatory complements of the field of awareness, such as “light”, “space”, and “being”. DMT’s competing clusters of coherence and their compositional properties also emerge naturally out of a hyper-energized field of awareness that generates oscillatory complements. 5-MeO-DMT is a straight path to insight territory, as it activates a new medium of wave-propagation orthogonal to the one in which our world-simulation is typically embedded. And so on… I also re-evaluate the models introduced in the original Qualia Computing article on the geometry of DMT experiences in light of this new paradigm. In particular, I delve into the concept of exotic attention in the form of wallpaper symmetry groups and Bayesian energy sinks.

DMT-related Media Appearances

Since the Harvard presentation, I have also given many other presentations and participated in podcasts, some of which touch upon DMT. Here is a selection of some of the most relevant ones:


Note: Of course all of this still needs to be synthesized, presented, and written up in ways that can interface more smoothly with academia and the world at large. That said, I constantly get emails and messages from people in academia (typically PhD students, but often also professors and even heads of labs) telling me that QRI’s psychedelic theory is the most illuminating content they are aware of when it comes to how to make sense of exotic states of consciousness. One relatively well-known academic described our models in private as “two steps ahead of the current understanding in academia”. Sadly, I am also aware of a few peer reviewed articles and publications that present our ideas as their own- ideas which we shared with the authors in private meetings, where they told us they were insightful and new to them at the time. I would kindly request to any academic reader of QRI to please cite our articles and videos if they inspired or informed their research in any way. It’s of course a matter of intellectual integrity to do so (and contrary to common misconception, you can in fact cite blogposts and YouTube videos in your scientific articles! In fact, not doing so when you got a key insight from them goes against the very spirit of science. Please do so when appropriate). Thank you, and remember that citing us for our meaningful contributions to the field will put a smile on my face! 🙂

(source)


Special thanks to: Everyone at QRI (especially Michael Johnson, for years of fruitful collaboration on these topics). Andrew Zuckerman and Kenneth Shinozuka who were instrumental for setting up this presentation and so many other things. Quintin Frerichs who 3D-printed and brought the cool shapes shown in the video**, not to speak of his outstanding internal technical contributions. Romeo Stevens for all the incredible support (he was also there in the audience!). Anders Amelin and Maggie Wassinge for their brilliant and holistic contributions to the conversation. Marcin Kowrygo and Hunter Meyer for stepping up in times of need and being such great and dedicated helpers in so many ways. The extended QRI network and anonymous psychonauts who have participated in fruitful discussions and informed our models. David Pearce for years of friendship and collaboration in this and related areas. Our donors for bravely supporting our projects despite how crazy they may seem from the outside view. And to YOU, dear reader. Thank you all!

Infinite bliss!


* You can find my response to the most common kinds of comments on the video here: Collecting Qualia Souvenirs.

**They are technically {5,3,4} hyperbolic honeycombs drawn in the Poincaré ball model. We got the files from Henry Segerman‘s website.

Qualia Productions Presents “Thinking Like a Musical Instrument” (and other communications from our Swedish QRI advisors)

By Anders Amelin and Maggie Wassinge (QRI advisors and volunteer coordinators; see letters I & IIletters III, IV, & V, and letters VI, VII, VIII)


Happy 2022!

[Here is] your new-year’s gift video titled “Natural Stupidity and the Fermi Paradox or The Tyranny of the Intentional Object”. It is full of things rarely touched upon by respectable scientists. Such as space aliens, and the gender of God. And valence structuralism.

Next, we’ll try to film a truly serious, comedy-less little demonstration of a metallic toy percussion instrument subjected to strain followed by annealing. In what way, if any, will the tone quality change? We have no indication yet what might come off of it so it’s a bit of a falsification attempt where we might get a null result with no discernible similarity between brain on psychedelics and metal on heat. Like most respectable scientists might expect. But, just possibly, there could be something interesting in store. 


In this video we illustrate the similarity between the brain and a musical instrument. The brain tissue is represented by metal and the brain activity by sound. The effect of substances such as psychedelics and dissociatives is mimicked by heating and cooling the metal. The engineering term for such heat treatment of metal is “annealing”. What we demonstrate is a very simplified toy model but which can be surprisingly useful for understanding the overall type of system dynamics going on in brains.

The model is based on the fact that both sound and neuronal firing are examples of oscillatory activity which can have different frequency, amplitude, coherence, and damping. Hammering the metal represents the memory imprint made in the brain by our ongoing experiences. The sound pattern produced by the hammered metal contains complexity which corresponds to learning. But a side effect of the increased complexity is lower overall consonance of the oscillatory activity.

To stay healthy, the brain must periodically undergo what the Qualia Research Institute calls “neural annealing”. In a neural network model, this can be thought of as redistributing synaptic weights more globally across the connectome and thus make the learned information more harmoniously integrated and holistically retrievable. This normally happens during sleep but can become even more powerful with meditation and psychedelics.

In this demonstration where metal is annealed, it is the positions of the metal atoms which adjust themselves so that the entire piece of metal becomes a better conductor of sound. It may seem strange that this can happen, but neither the metal nor the brain is fundamentally magical. Both cases involve self-organizing system dynamics.

In the case of the brain, the activity is accompanied by conscious experiences. The Qualia Research Institute works under the assumption that these are not magical either but can be modeled mathematically in a similar way to chemistry and physics. It is then necessary to test how measurements of brain activity correlate with conscious experiences not only during sober waking life but also under conditions which are very different.

The QRI is building a new paradigm for understanding the mind and the brain. With a focus on psychedelics and other mental state altering methods as scientific research tools and candidates for use in next-generation psychiatric- and pain treatments. We are a small upstart group with opportunities for volunteers and donors to get involved. If you are interested in learning more, please contact us via this e-mail address: hello [-a-t-] qualiaresearchinstitute.org

Relevant Links:

Scenes from the video (highly recommended):


[They further elaborated:]

Here is a video of a simple experiment we did on how straining and annealing a piece of metal affects its acoustic properties. In a QRI neural annealing interpretation it looks as if something interesting is going on. Simple things like sterling silver, hand hammering and heating over open flames were used and recording done only with iPhones and a Røde SmartLav+ microphone, but the results give qualitative hints that truly hypothesis-testing quantification experiments would be feasible to do pretty straightforwardly.

Especially of interest would be the hints that annealing produces frequency shifts and reverb changes which differ between the high and low frequency ranges, and the hint that annealing reduces dissonance. For quantification of shifts in resonant frequencies, one might manufacture a series of Chladni plates made of different alloys and which could be kept always flat but be cold rolled, heated and cooled to different temperatures with various ramp rates, and trimmed at the edges to alter their geometry. Then find the resonant frequencies for each parameter configuration. As a bonus you’d be able to visualize with a sprinkle of (beach!) sand on top. Then crunch the data to make predictions about brain activity signatures under for instance various psychedelics and meditation states.

Another one could be to quantify consonance, dissonance and noise levels for various metal resonators as these are subjected to various forms of stress, strain, and heating/cooling procedures.

It would all be simple enough to almost be like an intern research project but, excitingly, it is unlikely to have been done before. (OK, do a thorough literature search of course. As always…).

Suppose QRI were to explain parsimoniously with the neural annealing paradigm how brains pull off the amazing trick of producing plasticity which is “just right” in each modality of function. Artificial neural networks can be trained to impressive levels on complex data sets but they suffer from catastrophic plasticity in the sense that training on new datasets erases learning achieved on prior sets. This makes AI narrow and also very unsafe with respect to ease of hacking. The AI alignment community provides us no answer (at least not anything very parsimonious) to how absolute firmness in the modality of core “human values” can be combined with flexible (meta) learning for AI at a humanlike generality level. That is the notorious “alignment problem”.

Ultimately every system can be hacked of course and so can human minds. But certain humans are impressive moral role models, and meditation practices seem able to make most of us come at least a little closer to them. Suppose different brain networks loosely correspond to different alloys with correspondingly different ductility, hardness, tensile strength, different annealing temperatures and different hardening and tempering responses when undergoing various stressing, straining and heating/cooling cycling. The variability in this regard found in various metals and alloys is really immense. We’d want to eventually pick out the particular ones which happen to be the most useful for brain modeling.

Consider doing these quantification experiments in metal and then presenting to possible collaborators a brain model in the form of a formalized multi-alloy configuration. Don’t emphasize phenomenology if it’s AI engineers because that is a word which may give them bad vibes. Instead just present it as brain activity in different learning modalities. Which can be formalized and turned into software. With annealing and consonance-dissonance-noise as key elements. That is probably the kind of pitch you’d want to bring up if, hypothetically, a head of an AI research group were to ask about whether solving consciousness is necessary for producing more advanced AI. Since solving consciousness sounds unpalatably difficult, the answer they’d like the most is that it is not necessary. Hence they won’t care about collaborating with QRI if it is implied that the computational properties of phenomenological mind states must be reverse-engineered. One cannot blame them, it’s dizzyingly daunting to consider. But an information processing efficient metal acoustics-inspired brain activity model and with nice things like QRI valence formalism falling into place could be much easier to pitch. Just don’t call the CDNS-emergent utility measure anything resembling psychology terms like core affect… 😉


Letter IX: On Valence as a Currency Within the Nervous System

[commenting on the video about Zero Ontology:]

A reflection: It’s interesting the way Isaac Luria, during years of meditation, came up with an “inverse” view of the way the universe was created, by subtraction from a mass of infinite potentiality (which corresponds to maximum symmetry) rather than by addition of things to an emptiness by an unexplainably pre-existing divine creator agent. Lurianic mysticism has been a strong inspiration for pantheism and atheism, and even how to think about information. A nice example of how introspection can give new clues for how to better understand the universe. An isomorphism between fractal patterns in consciousness and fractal patterns in the multiverse generator perhaps. One could argue that Luria discovered symmetry breaking by meditating. Pretty cool!

While thinking about STV […] we tried to see if there are some more arguments for STV which make sense. So we went to the Less Wrong website. Now that’s a crowd that ignores qualia but they are big on economics and system dynamics.

Found this potentially useful: Evolution of Modularity by johnswentworth.

Life exploits the possibility space of “choreography and catalysis”. It organizes pre-existing physics & chemistry phenomena into a landscape of multiple optimization attractors. Expect modularity at many levels. Certainly also within brains. Economies accomplish the same thing as life does. They and life are in a fractally self-similar universe and economies are derived from the activities of life. To accomplish the exploration and exploitation of environments.

But then with brains we have the binding problem and the mind-body problem.

The QRI could argue that a brain can be mathematically modelled as a self-organizing hierarchical system of resonant cavities. There are certain similarities between that and how an economy can be modelled. Money is what solves the binding problem in an economy at the same time as it shapes the activity patterns in the economy. A common currency gives the highest efficiency. Profit/loss is the universal preference measure. It has a positive-negative axis, and it has gradients. Account balances and balance histories (assets, liabilities, contracts, derivatives… all using  money as measure) are the measure of aggregate utility. Preference (in the moment) and utility (longer-term aggregate) form a spectrum with feedback leading to amplification of certain states. Resonances emerge.

Keeping the same currency, fractally, across scales and projective transformations? (image by: Michale Aaron Coleman)

A brain uses long term memory, working memory, and nonconscious processing in a seamless blend. These seem like quite different components but it would be expected that evolution kept the same “currency” throughout as the modularity grew. Think of phenomenological valence as a “common currency” preference measure when it is instantiated in working memory (conscious awareness) and which can also “tag” the long term memory  “bank balances” with some marker for immediate reaction along an attraction/avoidance axis which is there full blown the instant the long-term memory is transferred into working memory. The search process by which this happens must aggregate that marker as the search happens, and adjust this continuously as the final result stabilizes into the resonant patterns of working memory. Static, distributed long-term memory, feedforward signaling, feedback amplification – all need a common currency for speed and even workability. It should also be considered much more parsimonious if proto-conditions exploitable by biology are clearly apparent in the physics of nonliving systems. All that happens in living organisms should be taken to be physics and not metaphysics, as a matter of Occam’s razor.

It is hard to come up with anything more elegant than a measure of symmetry as the common currency of preference used in brains. This can act as modifier or transform on information-bearing states in brains. It is flexible thus perfect for learning. You can transform back and forth in gradients of strength and still preserve the information the preference “is about”. Aggregation of the preference measure across the fractal activity spectrum and across time builds a utility measure out of the preference measure. Of course if this happens above some breaking point you can end up with things like PTSD again and again reiterating awful dissonance and recurring memories of trauma. (We may regard economies as more fragile and being simpler than minds but there could be useful parallels between how things can go wrong in economies and how they can go wrong in psychiatric disorders.)


Letter X: On Parametrizing Phenomenology

Parametrizing phenomenology [see entry #2 here] can be to psychology and cognitive science what parametrizing astronomy data is to cosmology. But unlike cosmology which although intellectually inspiring does not produce immediate spinoff of down to Earth applicability, parametrizing phenomenology does, in the most important way possible, since it can be of direct benefit in diagnosis and treatment of pain conditions. And further on of psychiatric conditions as well.

There is inertia due to the preconceived and on closer inspection ridiculous notion that outer space is accessible to scientific formalization while phenomenology space is not. What makes things modelled to be light years away intrinsically more “accessible” than direct experience in the here and now? In both cases there are patterns to it and patterns can be parametrized.

Recalling the Yudkowsky alignment difficulty arguments. Imagine a mathematically reasoning superintelligence which is not a pure replicator and which starts out with a loosely defined goal of caring about life. It would quickly find out that what you can measure you can manage, there would follow phenomenology parametrization and so on, until instrumental goals were formulated which would likely be in fact aligned but with the arguments given by David Pearce rather than MIRI. With some probability the superintelligence then uses clever tricks to “manipulate” people into being at least as concerned about pain and fear in insects (and beyond…) as in mammals (humans included as one of the mammal species). From the point of view of the AI alignment community that could be a failure mode. But what the superintelligence did was simply to solve the alignment problem for human beings. Since humans do not yet realize that valence is a universal thing and that it is the “ground truth” value measure of the universe, so to follow the valence wherever it leads is to work towards being value aligned.


[While watching What is Consciousness? (Debate with Christof Koch, Bernardo Kastrup, and Rupert Spira 12/11/2021) I couldn’t help it but pay attention to Kastrup’s book shelf:]

[Knowing that Anders and Maggie are huge fans of The Hitchhiker’s Guide to the Galaxy, I sent them the above screenshot. Here is what they replied:]

Letter XI: Douglas Adams

Elon Musk once said that the Hitchhiker’s Guide to the Galaxy is the best philosophy book ever. Unfortunately Douglas Adams passed away before he had the chance to turn the insight “Omnis res animus est” into comedy. 

🐁
🐀

Blue and gold as heraldic tinctures can symbolize truth and wisdom. These would be nice ingredients in a superintelligence. When Yudkowsky says that the appearance of a superintelligence would mean we are all doomed, he is in some sense correct yet very much not at all nuanced. What is true is that the superintelligence would decide that a whole lot about the world needs to be changed quite drastically. Look, you don’t have to be a superintelligence to realize that. You can be, for instance, David Pearce. No wonder that “superintelligence alignment” in a solidly conservative fashion as in “don’t make any changes other than merely cosmetic ones”, is impossible. Let’s say the current world order and the Darwinian mechanisms of the biosphere cannot possibly be attractive to preserve by a superintelligence if it (qualia-)computes truth and wisdom. It would discover the universality of valence, find open individualism to be the Schelling point of all Schelling points, and so on. In contrast, an imaginary (hopefully impossible) superintelligence which computes by a non-qualia yet highly efficient mechanism, may in fact be able to learn any arbitrary utility function and be destined to converge on the scary instrumentalities dictated by Darwinian fitness competition. A pure replicator.

There are some possible psychedelic references in the Hitchhiker’s Guide. Frogstar, and the hilarious part frogs play in the answer to the question, seem like it may not be a coincidence that the total perspective vortex gives people the worst possible 5-MeO-DMT-style trip (becoming exposed to the infinity of the universe) when the set and setting are the way they are designed to be for the purpose of punishment, but the opposite happens to Zaphod Beeblebrox who enters the version located in a simulated universe made for him. (Set and setting are, or become, mental simulations).

The self-navigating qualiagrams goofiness is meant to have a seriously useful side, which is that at this very moment there are such qualia bundles transported around internally inside our brains. Some are positive and you can have them grow and mature into wonderful mind states. They like it when they are allowed the room to grow, and will spontaneously choose to do so but you have to let them. These are like our mind symbionts. But some are negative and may more aggressively tend to grow, a bit like mind parasites. Those you can hit with metta. You can with practice train them to find their own way to the recycling bin of loving kindness. It works great if you stop focusing on the semantic content and instead go for phenomenal character. Cultivate an image of thoughts as little entities with the preference of wanting to feel better rather than worse, and having the power to adjust their path inside the mind so they can move towards melding with a reservoir of kindness which gets more filled up as it kindly absorbs the sad ones and gives them love. So, love as having the property that the more you give the more you get, works not only socially between people but also internally within the minds of people.

The Supreme State of Unconsciousness: Classical Enlightenment from the Point of View of Valence Structuralism

The following is an exchange of text messages with Roger Thisdell, a 26 year old accomplished meditator. He claims that this year he finally broke through into abiding in what he describes as an entirely new category of experience that matches the descriptions of classical Buddhist 4th path.


For context, Daniel Ingram of Mastering the Core Teachings of the Buddha fame describes 4th path as:

1) Utter centerlessness: no watcher, no sense of a watcher, no subtle watcher, no possibility of a watcher. This is immediately obvious just as color is to a man with good eyesight as the old saying goes. Thus, anything and everything simply and obviously manifests just where they are. No phenomena observe any others and never did or could.

2) Utter agencylessness: meaning no agency, no sense of doing, no sense of doer, no sense that there could be any agent or doer, no way to find anything that seems to be in control at all. Whatever effort or intent or anything like that that arises does so naturally, causally, inevitably, as it always actually did. This is immediately obvious, though not always the forefront of attention.

3) No cycles change or stages or states or anything else like that do anything to this direct comprehension of simple truths at all.

4) There is no deepening in it to do. The understanding stands on its own and holds up over cycles, moods, years, etc and doesn’t change at all. I have nothing to add to my initial assessment of it from 9 years ago.

5) There is nothing subtle about it: anything and everything that arises exhibits these same qualities directly, clearly. When I was on the third path, particularly late in it, those things that didn’t exhibit these qualities were exceedingly subtle, and trying to find the gaps in the thing was exceedingly difficult and took years and many cycles. I had periods from weeks to months where it felt done and then some subtle exception would show up and I would realize I was wrong yet again, so this is natural and understandable, and if someone claims 4th as I define it here and later says they got it wrong, have sympathy for them, as this territory is not easy and can easily fool people, as it did me many, many times over about 5 years or so. However, 4th, as I term it, ended that and 9 years later that same thing holds, which is a very long time in this business.

There are other aspects that may be of value to discuss at some other time, but those are a great place to start for those who wish to claim this. If you truly have those, then perhaps we can talk about a few other points that are less central and essential.


[Links added to aid reader’s comprehension – lightly edited for clarity]

In the beginning… Roger joined a private group where we discuss consciousness and started to get familiar with the vocabulary of the Qualia Research Institute (e.g. discussing meditation in terms of valence). He then posted this video, which caught my attention:

Pleasure does not exist how you think it does (positive valence explained as an anti-phenomenon)

Where he claims that “Pleasure as a positive, as an actual added experience, does not exist. It certainly does not exist how a lot of us think it does … [whereas] negative valence experiences do exist as contractions.

Based on that very interesting video, I decided to invite him to Phenomenology Club (a private gathering where we discuss exotic states of consciousness and try to make sense of them in a think-tank fashion – see Healing Trauma with Neural Annealing).

Conversation

Roger: 

Andrés! This is Roger Thisdell […]. Thanks for giving me your number.

Do add me to the Phenomenology Club. That sounds like my jam! Cheers!

Andrés:

Excellent! Will do! 🙂

[…time…]

Roger

Hey Andrés, it was great to hang out online last night and hear your explanations. A bunch of you are really elite thinkers. I’m inspired to learn how to speak more of your qualia language.

I would love to get into the topic of paradises with you. You seem to really sing their praise.

I said yesterday that I hold the view that actually what is most desirable is just the elimination of negative valence. As someone who frequently has cessations (when consciousness blanks out for a moment) where there is no subjective experience (no negative, no positive valence) in my book this is good enough. My thinking is also informed via complete ego death experiences in which there is still consciousness but no judgement on any part of experience (bad or good). At a local individual level these are the most desirable states. Out of all the states I have experienced (including bliss trips, jhanas, 5-MeO, MDMA, staring into the eyes of a lover without insecurities, laughing fits 🤣) if I had to choose a state to be in permanently it would either be cessation or ego death. I may have curated my brain too much to a Buddhist view and my level of emptiness insight is well entrenched, so that it is hard for me to really believe the ultimate good is to keep the cosmic consciousness party going and fueling it with positive valence.

I think that while consciousness is online we better make the best out of it and try to exist in as few low negative valence states as possible and help all sentient beings with this as well; all the while the positive valence that comes along is merely instrumentally valuable, like a compliment or added bonus.

For example if you are hungry it is nice to eat something tasty. But if you were never hungry in the first place then who cares how tasty something is – don’t need it 💁‍♂️ (this may be my strongly consolidated non-attachment showing).

I guess what I’m really asking is: can you convince me to intrinsically care for paradise states? I do believe I have experienced what you are referring to as paradise states, but maybe I just have too much non-attachment for them to think they are the goal/prize.

(apologies for being long-winded 🙏)

Andrés:

Perhaps:

  1. You lost the ability to get excited about future experiences. You learned this because you were taught and you practiced techniques that associate being excited about the future with dukkha. Alas, the hedonic theories around the time of Buddha were incomplete and as a consequence a lot of the claims and teachings underfit reality (meaning that they generalize too much). In contrast, it turns out that there are a manifold of ways of experiencing excitement about the future in an epistemologically clear way and no delusions. More so, with that orientation one can see more clearly larger parts of the state-space of consciousness as one is not inhibiting them. I know you have experience with high valence states. But I suspect you have deconstructed a lot of the microcognitive apparatus that allow the insights coming from the reality of their existence from propagating across the entire nervous system.
  2. Just as lack of awareness about e.g. cluster headaches phenomenology can give you the impression that reality has no stakes, so does acute lack of access to the ultra-positive realms. I think for many, Buddhism has a certain effect in how one conceptualizes such experiential realms after the fact that perhaps is not quite in tune with how they truly were. Interestingly, one could here examine Buddhism as an aesthetic itself, and renunciation as a kind of Soulmaking, where under the hood one is still pursuing a kind of high-dimensional meaning qualia of positive valence. Which takes me to:
  3. Rob Burbea’s Soulmaking talking about how exploring not exhaustively breaking down dukkha always but letting a bit of e.g. Eros/passion for reality opens up new ways of seeing that recontextualize Buddhism. Not that we shouldn’t get rid of dukkha, of course. But it’s good to see the underlying aesthetic influences on how one generalizes about reality based on one’s experience.

What do you think? 😄

Thank you for joining! And also for sharing your thoughts. 🤠👌

See: Soulmaking part 1, part 2.

Roger:

Ah Andrés, so many thoughts 🙈

First of all, I am so impressed with Burbea. His lectures were incredibly useful for me while learning the jhanas. And now I’m picking through his book ‘Seeing That Frees’.

I think his ontology and how he builds on Buddhism is sophisticated and gorgeous.

Reminds me of a remark about Hemingway, by his grandson – he quit journalism to dedicate himself to fiction because he was more interested in truth than facts. I relate this to Soulmaking in a way.

I love his notion of skillful fabrication. But it seems like it’s a compromise in a way. We can’t fully live without self, and thoughtforms, and conceptual frameworks, and so, while we are alive and have them, let’s learn to use them skillfully/beautifully. I’m on board! 🚂

Re your 2nd point: I would add that a lack of awareness of the existence of cessations, or Nirodha, or ego death experiences is another topographical blind spot which prevents people from making a more comprehensive assessment of what is most desirable. (I know that many people who say they’ve experienced ego death, when I enquire about it, it turns out to be more of just a partial ego loss experience, and not the full annihilation). I suppose we really need those who have deep expertise in bliss states and dukkha-less/unfabricated states to compare and contrast.

For what it’s worth, and to give you more a sense of my bias, I would claim to be someone who has explored a wide range of state-spaces: from suicidal depression, to psychosis-like damnation bad trips, to K-holes, to peak experiences, and now as of 21st of May [2021] I’m claiming Frank Yang-style MCTB [see: Scott Alexander’s book review] 4th path permanent abiding in centreless consciousness (IDK what that says about my nervous system and fully propagating insights as you mentioned).

Hands down 🙌, this is the best shift in my life that has ever taken place without a doubt (I thought stream entry was good, but this is another magnitude). My hedonic set tone is persistently so high. I’m often walking around smiling for no apparent reason. 11/10 I recommend this.

And 4th path gets you an ability to adopt a new perspective where you simultaneously see the Yin and the Yang and vice sera (emptiness is form and samsara is nirvana). It’s all one place, there is not out. All the while, still we quite obviously make value judgements between states. I know you speak of hellish corners of consciousness that shouldn’t be touched. And so, although we can/should adopt flexibility of perspectives on aesthetic frames (as Rob speaks about, which is helpful) and see value in many different views as best as we can… must we still do the hard job of really judging what is best? What is most desirable? (to talk from a metamodern perspective).

Ultimately, I still come down on: lights out unconsciousness tops everything 🤷‍♂️ [emphasis mine]. Getting all beings to Parinirvana would objectively be preferable for all beings rather than keeping the play going – if such a plan is possible or sensible or sensical even.

It’s funny though, at some point I think it may just come down to some split difference in intuition among people (perhaps that difference can be reconciled somehow). For me this was apparent when I hear from Kenneth Folk vs. Culadasa. Kenneth holds antinatalist sentiments (or he did when I emailed him a couple of years ago and actually asked him) which speaks to a siding with a belief that there is an asymmetry of weighted value between negative and positive valence. While Culadasa seems to emphasize the joyous journey and adventure of life, which may speak to an opposite weighting in favor of the positive valence being worth the negative valence that comes along with it. Certainly not all spiritual roads lead to Rome.

I am very open to the idea that I am missing something though, and I may just need to be led by the hand like a child to these heaven realms for me to change perspective 😇😂

Thanks for engaging, this is fun!

Andrés

Thank you for engaging! This is super interesting! Let me think about what else I can say 🙂

[…time…]

Total valence vs. pureness of valence: see Principia Qualia pg. 41. It could be that during cessations consciousness disappears and the state literally does not exist in any way. But the states immediately before and immediately after do and have at least a tiny bit of information so they are mixed valence states. Yet, perhaps they are massively positive valence on net.

An alternative view is that unconsciousness is still ‘real’ in a way, in which case we could think of it as consciousness but with no content whatsoever. But it’s still there. The analogy would be like combing a vector field in a torus. Most states have the vector field collide with itself and therefore feel less than perfect valence (due to [the Symmetry Theory of Valence, aka.] STV). Only when the field is completely combed without any self-collisions (which would not be possible in a sphere) you get perfect positive valence. And although there is no information encoded in the field, it still exists just as it did before. There’s just nothing to report.

In that case paradise could actually still exist. Meaning, higher and more refined versions of this kind of experience. In particular, we could look for other mathematical objects where the field can also be combed perfectly. They would then be strangely a different kind of ‘unconsciousness’ perhaps capable of fitting more energy and higher dimensions. Still, they would have maximum positive valence.

What do you think?

Oh, I also forgot if I’ve asked you whether you’ve tried 5-MeO-DMT and how it compares to your new baseline.

Images from Michael E. Johnson’s Principia Qualia

Roger

Ah, yes, I see the kind of framework you’re thinking from now – anti-symmetry, symmetry, and asymmetry.

From Principia Qualia pg. 39: [paraphrasing] “…if we take our hypothesis and apply it to IIT, and then we attempt to maximize pleasure/symmetry, consciousness/[phi] drops very rapidly.”

All the way to the point that maximum pleasure entails no consciousness??? [emphasis mine]

I don’t have a lot of experience with 5-MeO. I only did it once at about a 6mg range.

My impression of 5-MeO was that it had a visual brightening effect somewhat similar to the 4th Jhana. And there was that psychedelic mirroring effect with eyes open. It also had the reduction of conceptual understanding that comes when you get into 8th [Jhana]. I interpret that as a significant down-regulation in top-down information processing??

5-MeO has the sense that it’s going somewhere, moving towards something, while the effects build and then dissipate. Like it’s growing into something (I guess this is before a peak breakthrough – which I didn’t have).

My current consciousness abode isn’t going anywhere. There isn’t a sense that things are building towards something. It has a forever ‘this is it’, locked-in quality. Like a somewhat superposition of emptiness and fullness simultaneously. (Before 4th path I always felt like I was flickering between form and emptiness, now the two cohabitate the experiential space at the same time).

5-MeO also seemed very hedonically volatile; like any subtle thought or movement could disrupt the peace.

Meanwhile my current state is super unperturbable. In the past 2.5 months I haven’t found something that has rocked my well-being.

A couple of weeks ago I listened to an interview of a North Korean defector tell her story of starvation and human trafficking and for a good 30 minutes I was crying at this tragedy. But it was crying from a place of still really high well-being. I didn’t feel like I was suffering and I didn’t mind that crying state at all. (Which is quite weird, I suppose).

In my normal state now, there are no more papañca attacks. Thoughts don’t capture the mind like they used to.

And another thing I love about this new state is that I still have all my cognitive functions intact and I can operate in the world totally normally – which can’t be said about being on 5-MeO.

I feel super sober; while on 5-MeO I don’t believe you do (if I remember correctly).

I would say I prefer my new baseline to what I experienced on 5-MeO because of the lack of volatility and practicality of still having my intellect on hand, all the while with the constant sense of ‘this is it’ and high, high well-being.

[…time…]

Roger and Andrés have a video call

We discussed a number of things: his meditation journey, his thoughts on various philosophies, exploring QRI frameworks, and his interest in music. Curiously, Roger said that unlike other people who spend a lot of time in meditation healing traumas and processing past experiences, he was able to largely just focus on progress on the path. This, along with a very rigorous and consistent practice, is why he got to where he is at so early in life (26 years old).

One of my main interests in the discussion was to flesh out how 4th path states/traits and the Symmetry Theory of Valence (STV) were connected. If I recall correctly, there were three main ideas connected to this topic I shared with him:

  1. Discussing the “levels of consciousness” experienced on a psilocybin trip and the way they might mirror some of Frank Yang’s descriptions of the levels of consciousness on the path to awakening, 
  2. A model of equanimity I’ve been developing where impedance matching is a key ingredient, and
  3. The difference between a “recipe” of a state or transformation of consciousness and its “review”

Let’s briefly elaborate on these topics.

(1) Frank Yang talks about undergoing a meditative process with the following stages: (a) standard sense of self, (b) awareness of awareness, (c) God/Oneness/Being/Non-Duality/Self, (d) Emptiness/Non-Beng/Uni-Locality, (e) Neither Being Nor Non-Being, and finally (f) Enlightenment.

(source)

What makes his descriptions so incredible is that he provides very raw and unfiltered phenomenological accounts of the process without really trying to force them into any pre-existing framework. From the point of view of the mission of QRI this is very valuable. In particular, it allows us to examine his process of transformation with the framework of Qualia Formalism: we ought to ask, not what kind of spiritual/mystical/transcendent process is going on here (which will certainly take us nowhere), but rather, wonder if we can cast his descriptions in terms of *structural changes to the field of awareness*. For example, Frank talks about “the screen of God” that becomes apparent in (c), where waves of energy seem to travel without resistance across one’s experiential field. He also talks about phase transitions (similarly to Shinzen Young, he talks about a process of liquefaction and gasification of the field of awareness). If, as we believe at QRI, valence is a structural property of experience, these transformations would have profound effects on one’s sense of wellbeing. So, the reason why “the screen of God” is a profound experience is not because you literally merge with a divine being (which might not be possible if we assume indirect realism about perception), but because the field of awareness is now in a phase that allows an entirely new level of efficient stress dissipation.

I shared with Roger some details from a particularly interesting psilocybin trip report that described rapid phase transitions between (what appears to be) several of the levels Frank describes. In particular, “the screen of God” state seems to have the capacity to stresslessly locate sensations without generating reverbarions with a represented “small self to which those sensations belong”.

(2) In turn, this led to discussing a new model (we haven’t really touched upon in QRI publications yet, but which is coming) of equanimity based on experiences I had during a two-week retreat earlier this year (see: Buddhist Annealing). This model has at its core the idea that equanimity is a mental tool that increases impedance matching between nervous system harmonics. Ask yourself: why is it that when you pluck a guitar string it sounds louder if it is connected to a guitar? It is not, as many would think, that the “resonance box amplifies the sound” (for where would the extra energy come from?). Rather, the energy is the same; what changes is the speed at which it is discharged! The resonance box vibrates and dissipates the energy of the string much faster than the string could on its own (as an aside, this is exactly why you can sustain a note for so much longer in an electric guitar). We could thus postulate that a lot of inner dissonance comes from resonance in the nervous system that has no means of dissipating its stored stress. To an extent, this is because involuntary subliminal contractions in our nervous system compartmentalize and modularize its components. Equanimity is the practice of relaxing those contractions, and thus slowly allowing the nervous system to undergo a search process where it finds structures that can resonate with the stored stress, and in turn allow it to dissipate faster. More so, over time, you entrain (and rewire!) the nervous system to become highly efficient at stress-dissipation. Dissonance is still there, but it “unfolds” and gets “metabolized” so fast that it barely counts as suffering. Highly annealed nervous systems are powerful stress-dissipation engines!

(3) Finally, we also discussed the idea that there is a distinction between the “recipe” of a state of consciousness and its “review”. A recipe is the steps you take in order to achieve a certain state (or transformation) of consciousness. A review is instead an account of what the resulting state feels like. Just as the instructions for baking a cake are quite different from a Chef’s review of what the resulting cake tastes like, we can expect that meditation instructions (e.g. focusing on the three characteristics) will not necessarily reflect the nature of the transformations of consciousness that result from them. Thus, while a lot of the meditative path is nominally about “renouncing” the pursuit of high-valence states of consciousness (and thus avoid the pleasure paradox), the result is nonetheless a state of consciousness that is high-valence in nature! Paradoxical? I don’t think so. The confusion is merely the result of conflating recipe and review.

Thus, we can still apply valence theories to states of consciousness that are allegedly beyond valence. Frank Yang, for example, seems to resonate a lot with STV. See his December 2020 interview at The Stoa. There (and in other videos) he describes “God mind” consciousness as a very positive experience, which is very symmetrical but not perfect. But his true awakening is perfectly symmetrical (in the realm of space, observer, and sense of time, even if not in content). His experience became like a “hologram that has no center”. Quote:

“Have you seen those illustrations of a sphere or a circle, where one point connects to all of the other points? […] if you wanted me to describe my day to day, moment to moment, experience, well, it’s pretty symmetrical. As in, there is no center to experience. There is hearing but no hearer; there is just the seeing, there is no seer; on thinking there is just thinking and no thinker. It’s not, like, processed or filtered through a subject in the center. And it’s very immediate in the sense that all of the sensations, all 360 degrees, are synched up to themselves, without any delay, 24/7. And all the sensations, where there is body, you know sight, sound, thoughts, emotions… they are all on equal footing to each other […inaudible…] in symmetry, and that is for me an aesthetic experience. I would say a suffering mind is a mind that isn’t symmetrical. If your mind is asymmetrical, it means it’s defiled somewhere. So for me aesthetics runs in all different kinds of domains, not only on the perceptual domain, not only on the visual aesthetics domain, but even on the emotional and how you think.”

Yes, God Mind (left) is good, but have you tried no-self (right)? It is so much more symmetrical!

As we’ve discussed before, the homogeneity of phenomenal space and time might be a very large component of what accounts for positive valence. And what Frank is describing here suggests that’s the case. Disturbances in the attention field lines and the saliency of specific components of a mind can break the underlying symmetry of the phenomenal space and time of the resulting experience. Anxiety, for example, in this paradigm is described as unpleasant because it involves the bubbling up of low-level prediction errors causing “attention pinches” across your experience, and thus disturbing the free-flow of energy that would exist in a homogeneous field. Prediction errors are not inherently unpleasant; they are unpleasant only to the extent that they cause asymmetries in your field of awareness!

Frank Yang also says that his big awakening felt like a “quantum jump”. It makes sense that a strong anti-fragile attractor for a new network topology would be self-reinforcing (a new lowest-energy state, metaphorically speaking, perhaps akin to a false vacuum collapse inside one’s mind!). Again, this is all very compatible with valence structuralism, if not STV.

Roger said that he will have to think about all of this. In the meantime, he shared with me some (amazing!) pictures he made to illustrate how his field of awareness has been transformed with meditation over time. Like Frank Yang, he identifies several discrete phase transitions. These are: (a) standard perception, (b) The Witness, (c) Big Mind, (d) No Self, and finally (e) No Self & Centreless Awareness (4th path!):

[…time…]

Roger

[uploads this video – Jhanas 1-9 Experienced and Described In Real Time]

[…time…]

Roger

Considering more what you said about impedance matching and adding resonance to experience:

Perhaps this is merely an analogy, but still: consider the tautness of a spider’s web. If a fly lands on it, at one part, the whole web will shake and the energy will transfer throughout in such a way that the spider can locate where on the web the fly landed. If the web is too taut then the energy of the fly landing won’t dissipate far enough for the spider to receive the information. However, if the web is too slack the fly could just break the structure of the web.

It might be interesting to consider why spiders build webs with a centre point and not as a straight or criss-crossing lattice.

So to relate this to consciousness and metabolizing stress… I would say my consciousness now feels like it’s more taut and lattice-woven rather than spider web-shaped with a middle [emphasis mine]. So this means when a stress point is activated somewhere in the experiential space, its energy doesn’t ripple as far out as it would have before, thus not being as disruptive.

And if we aliken the spider on the web to the epistemic agent, if he is situated on one spot and for all goings-on on the web to be known their information must travel to him, then the web must be not too taut so that all the ripples can reach him and he knows what’s going on. The problem with this set-up is that it means that knowing requires instability.

However, if we do away with the spider (a single point considered the epistemic agent) and make it so that the knowledge is attributed to the web itself, then the web can afford to be much more taut/less shaky/more robust, causing less negative valence.

So in some way I could say my experience (centerless consciousness) is more taut in this way, but this tautness doesn’t feel rigid or stiff, but rather very airy.

Indra’s net can have too much slack in it, if it’s not sewn together tightly and uniformly.

Pre-Awakening: The mind uses a fictitious “self-as-epistemic-agent” in a field of awareness that has slack and vibrates in unpleasant ways in the process of integrating information. The field of awareness relies on a network topology that is suboptimal for efficient stress dissipation.

Post-Awakening: The mind lacks any kind of center or self-as-epistemic-agent. The field of awareness is tout and extremely efficient at stress dissipation. The network topology has permanently changed to a far more symmetrical and regular configuration.

[…time…]

Roger:

Roger talks with Brendan Graham Dempsey: watch video here. He explains in more detail the spider web metaphor at 34:44.

[…and then in an email later…]

Roger:

Just for interest’s sake, and I don’t know if this bears any significance, but I’m ambidextrous by the way.

I know symmetry plays a major role in your hypotheses of valence and such.

In some way, I have thought that not having such a prioritization and weightiness to just one side of the body has balanced out my experience and perception (perhaps more than others), I’m not sure.

R


(As of the 23rd of November 2021, Roger states that he continues to be in the blissful state of centreless consciousness)


Commentary by Andrés, after the fact:

This conversation (and further exchanges I may share in the future) has reinvigorated my quest to describe states (and transformations) of consciousness in terms of changes to the network topology that underlies our field of awareness. Enlightenment might be described in “mystical” ways, but this could be simply due to lack of an adequate formal conceptual framework to make sense of it. But perhaps STV, impedance matching, and efficient stress dissipation through radical network topology reorganization without compromising self-epistemics could take us much further than before in this quest.

Also, if Roger was able to achieve these transformations at the tender age of 26, what is stopping the rest of us from doing the same?

Perhaps, what Marcin Kowrygo says is true: “Techno-boosted Arhatship: The rest is commentary”. (See also this fun story about enlightenment in Slate Star Codex). 

If I were to add one thing to the wish-list, I’d say (in unison with people like Nick Cammarata and David Pearce): if we could have access to MDMA-like states of emotional wellbeing and empathy on tap, that would be fantastic (for many reasons). Plus, non-addictive real pain relief might very well be right behind the corner. So to revise our (admittedly cartoonish and partial) wish-list for the medium-term future of sentience: “MDMA-like emotional palette, non-addictive pain relief, and physiological Arhatship: The rest is commentary”. See you there, my friends!

Happy Thanksgiving Everyone (including the Turkeys, of course)!

On Dark Rooms, Jhanas, Ecstasy, and the Symmetry Theory of Valence

I recently had a chance to talk with Scott Alexander of SSC and ACX fame at a Berkeley meetup this past summer. He’d been watching my videos and had some questions for me. In particular, he had questions about how literally we took the Symmetry Theory of Valence (STV), and whether the counter-examples he had in mind really went against the theory, or were perhaps also explained by it in non-obvious ways. Afterwards, he sent me a draft of his Jhanas and the Dark Room Problem post for me to preview before he published it. I had a look and offered some clarifications in case he wanted to discuss these ideas more deeply. Just a couple days ago he published it. Seeing that the topic could be explored much more deeply, I then asked him if he was ok with me posting (a lightly edited version of) the email I sent him. He said, “of course”. Thus, you can find it below, which I recommend reading after you read his post in ACX.

Note: For people mostly curious about how STV deals with harsh artforms e.g. death metal and Japanoise, we recommend reading Harmonic Society, an article we published in Art Against Art which explains how all kinds of exotic artforms ultimately cash out in (often counter-intuitive) valence effects via messing with the energy parameter and kick-starting cycles of neural annealing (see also “worldview annealing” to make sense of the often outsized effect of transformative festivals in people’s conception of the world). For those extra-curious about psychedelics and the free energy principle, I recommend watching our video specifically on that topic.

Without further ado….


Hi Scott!

Thank you for reaching out! And thank you for the conversation on Saturday. […] Please feel free to post your excerpt, but also I am sharing below information that you can use to edit it so that it is a more accurate portrayal of what we are up to (feel free to quote me below or quote any article or video we have online).

I’ll structure this email in the following way: (1) general clarifications about STV, (2) addressing your excerpt specifically, and (3) some of the meeting notes from our conversation in case you find it valuable to remember what we discussed (or what I can remember of it anyhow).

(1) General Clarifications

The first thing to mention is that the Symmetry Theory of Valence (STV) is really easy to strawman. It really is the case that there are many near enemies of STV that sound exactly like what a naïve researcher who is missing developmental stages (e.g. is a naïve realist about perception) would say. That we like pretty symmetrical shapes of course does not mean that symmetry is at the root of valence; that we enjoy symphonic music does not mean harmony is “inherently pleasant”; that we enjoy nice repeating patterns of tactile stimulation does not mean, well, you get the idea…

The truth of course is that at QRI we really are meta-contrarian intellectual hipsters (you know this link of course). So the weird and often dumb-sounding things we say are already taking into account the criticisms people in our people-cluster would make and are taking the conversation one step further. For instance, we think digital computers cannot be conscious, but this belief comes from entirely different arguments than those that justify such beliefs out there. We think that the “energy body” is real and important, except that we interpret it within a physicalist paradigm of dynamic systems. We take seriously the possible positive-sum game-theoretical implications of MDMA, but not out of a naïve “why can’t we all love each other?” impression, but rather, based on deep evolutionary arguments. And we take seriously non-standard views of identity, not because “we are all Krishna”, but because the common-sense view of identity turns out to, in retrospect, be based on illusion (cf. Parfit, Kolak, “The Future of Personal Identity“) and a true physicalist theory of consciousness (e.g. Pearce’s theory) has no room for enduring metaphysical egos. This is all to say that strawmanning the paradigms explored at QRI is easy; steelmanning them is what’s hard. I trust you can make a Titanium Man out of them! 🙂

Now, I am indeed happy to address any mischaracterization of STV. Sadly, to my knowledge very few people outside of QRI really “get it”, so I don’t think there is anyone other than us (and possibly you!) who can make a steelman of STV. My promise is that “there is something here” and that to “get it” is not merely to buy into the theory blindly, but rather, it is what happens when you give it enough benefit of the doubt, share a sufficient number of background assumptions, and have a wide enough experience base that it actually becomes a rather obvious “good fit” for all of the data available.

For a bit of history (and properly giving due credit), I should clarify that Michael Johnson is the one who came up with the hypothesis in Principia Qualia (for a brief history see: STV Primer). I started out very skeptical of STV myself, and in fact it took about three years of thinking it through in light of many meditation and high-energy/high-valence experiences to be viscerally convinced that it’s pointing in the right direction. I’m talking about a process of elimination where, for instance, I checked if what feels good is at the computational level of abstraction (such as prediction error minimization) or if it’s at the implementation level (i.e. dissonance). I then developed a number of technical paradigms for how to translate STV into something we could actually study in neuroscience and ultimately try out empirically with non-invasive neurotech (in our case, light-sound-vibration systems that produce multi-modally coherent high-valence states of consciousness). […]

For clarification, I should point out that what is brilliant (IMO) about Mike’s Principia Qualia is that he breaks down the problem of consciousness in such a way that it allows us to divide and conquer the hard problem of consciousness. Indeed, once broken down into his 8 subproblems, calling it the “hard problem of consciousness” sounds as bizarre as it would sound to us to hear about “the hard problem of matter”. We do claim that if we are able to solve each of these subproblems, that indeed the hard problem will dissolve. Not the way illusionists would have it (where the very concept of consciousness is problematic), but rather, in the way that electricity and lightning and magnets all turned out to be explained by just 4 simple equations of electromagnetism. Of course the further question of why do those equations exist and why consciousness follows such laws remains, but even that could IMO be fully explained with the appropriate paradigm (cf. Zero Ontology).

The main point to consider here w.r.t. STV is that symmetry is posited to be connected with valence at the implementation level of analysis. This squarely and clearly distinguishes STV from behaviorist accounts of valence (e.g. “behavioral reinforcement”) and also from algorithmic accounts (e.g. compression drive or prediction error minimization). Indeed, with STV you can have a brain (perhaps a damaged brain, or one in an exotic state of consciousness) where prediction errors are not in fact connected to valence. Rather, the brain evolved to recruit valence gradients in order to make better predictions. Similarly, STV predicts that what makes activation of the pleasure centers feel good is precisely that doing so gives rise to large-scale harmony in brain activity. This is exciting because it means the theory predicts we can actually observe a double dissociation: if we inhibit the pleasure centers while exogenously stimulating large-scale harmonic patterns we expect that to feel good, and we likewise expect that even if you activate the pleasure centers you will not feel good if something inhibits the large-scale harmony that would typically result. Same with prediction errors, behavior, etc.: we predict we can doubly-dissociate valence from those features if we conduct the right experiment. But we won’t be able to dissociate valence from symmetry in the formalism of consciousness.

Now, of course we currently can’t see consciousness directly, but we can infer a lot of invariants about it with different “projections”, and so far all are consistent with STV:

Of special note, I’d point you to one of the studies discussed in the 2020 STV talkThe Human Default Consciousness and Its Disruption: Insights From an EEG Study of Buddhist Jhāna Meditation. It shows a very tight correspondence between jhanas and various smoothly-repeating EEG patterns (including a seizure-like activity that unlike normal seizures (of typically bad valence) shows up as having a harmonic structure, but does not seem to have a direct conscious correlate – still worth mentioning in this context). Here we find a beautiful correspondence between (a) sense of peace/jhanic bliss, (b) phenomenological descriptions of simplicity and smoothness, (c) valence, and (d) actual neurophysiological data mirroring these phenomenological accounts. At QRI we have observed something quite similar studying the EEG patterns of other ultra-high-valence meditation states […]. I expect this pattern to hold for other exotic high-valence states in one way or another, ranging from quality of orgasm to exogenous opioids. 

Phenomenologically speaking, STV is not only capable of describing and explaining why certain meditation or psychedelic states of consciousness feel good or bad, but in fact it can be used as a navigation aid! You can introspect on the ways energy does not flow smoothly, or how the presence of blockages and pinch points make it reflect in discordant ways, or zone in on areas of the “energy body” that are out of sync with one another and then specifically use attention in order to “comb the field of experience”. This approach – the purely secular climbing of the harmony gradient – leads all on its own to amazing high-valence states of consciousness (cf. Buddhist Annealing). I’ll probably make a video series with meditation instructions for people to actually experience this by themselves first hand. It doesn’t take very long, actually. Also, apparently STV as a paradigm can be used in order to experience more pleasant trajectories along the “Energy X Complexity landscape” of a DMT trip (something I even talked about at the SSC meetup online!). In a simple quip, I’d say “there are good and bad ways of vibing on DMT, and STV gives you the key to the realms of the good vibes” 🙂

Another angle: we can find subtle ways of dissociating valence from e.g. chemicals: if you take stimulants but don’t feel the nice buzz that provides a “working frame” for your mental activity, they will not feel good. At the same time, without stimulants you can get that pleasant productivity-enhancing buzz with the right tactile patterns of stimulation. Indeed this “buzz” that characterizes the effects of many euphoric drugs (and the quality of e.g. metta meditation) is precisely a valence effect, one that provides a metronome to self-organize around and which can feel bad when you don’t follow where it takes you. Literally, one of the core reasons why MDMA feels better than LSD, which feels better than DOB, is precisely because the “quality of the buzz” of each of these highs is different. MDMA’s buzz is beautiful and harmonious; DOB’s buzz is harsh and dissonant. More so, such a buzz can work as task-specific dissonance guide-rails, if you will. Meaning that when you do buzz-congruent behaviors you feel a sense of inner harmony, whereas when you do buzz-incongruent behaviors you feel a sense of inner turmoil. Hence what kind of buzz one experiences is deeply consequential! All of this falls rather nicely within STV – IMO other theories need to keep adding epicycles to keep up.

Hopefully this all worked as useful clarifications. Now let me address your excerpt more specifically:

(2) The Excerpt

The Dark Room Problem in neuroscience goes something like this: suppose the brain is minimizing prediction error, or free energy, or whatever. You can minimize lots of things by sitting quietly in a dark room. Everything will be very, very predictable. So how come people do other things?

The usual workaround is inbuilt biological drives, considered as “set points”. You “predict” that you will be well-fed, so getting hungry registers as prediction error and brings you out of your dark room to eat. Et cetera.

Andrés Gómez Emilsson recently shared a perspective I hadn’t considered before, which is: actually, sitting quietly in a dark room is really great.

Indeed usually the Dark Room causes massive prediction errors (since our model of the world is one where being in a Dark Room is truly not expected!). But these prediction errors feel bad because of the dissonance they induce in our experience (which you can get rid of with drugs or meditation!). If you make the Dark Room an “expected” thing, then eventually it will start feeling great. In fact, something like this happens when you meditate a lot in a dark room and settle in. Alternatively, taking 5-MeO-DMT for the first 10 times can be very disconcerting, as it takes you to “the ultimate void of reality”. It’s surprising and dissonant to “find out” that the void is the ultimate truth (I’m not saying that’s true, just that it feels that way in that state!). But once you’ve done it enough times that you know what to expect, you can in fact receive with two open arms the void of ultimate reality. You learn to expect it and not code it as a prediction error, and then you can deeply, deeply “align” to it, which results in unfathomably positive valence that discharges tons of stored internal stress, the very source of low-level dissonance before the trip (again, STV here fits the data rather nicely). 

The Buddha discussed states of extreme bliss attainable through meditation:

> Secluded from sensual pleasures, secluded from unwholesome states, a bhikkhu enters and dwells in the first jhāna, which is accompanied by thought and examination, with rapture and happiness born of seclusion (Samyutta Nikaya)

I had always figured that “sensual pleasures” here meant things like sex. But I think maybe he just means stimuli, full stop. The meditator cuts themselves from all sensory stimuli, eg by meditating really hard on a single object like the breath and ignoring everything else, and as a result gets “rapture and happiness born of seclusion”.

The serious meditators I know say this is real, meaningful, and you can experience it after a few months of careful practice. You become really good at concentrating on one stimulus and ignoring all other stimuli, and eventually your brain kind of gets “in tune” with that stimulus and it’s really blissful. They say this seems to have something to do with the regularity or predictability of the stimulus; if you’re concentrating really hard on something, regularity/predictability/symmetry is just viscerally very good, better than anything you’ve felt before.

[….]

Something like regularity/predictability/symmetry is really good. So why doesn’t a metronome make you bliss out? Andrés says it’s because you can’t concentrate on it hard enough. It’s not engaging enough to occupy your whole brain / entire sensorium /whatever.

Exactly, this is true. The one twist I’ll add is that the regularity that matters is not, as I explained above, the regularity of the stimuli, but rather, the regularity of the inner state. In fact, I currently think that we can get a glimpse of the true shape of our consciousness precisely by studying how different meditation objects work better or worse for the purpose of meditative absorption! Indeed, more symmetrical objects are easier meditation objects (cf. QRI can steelman “sacred geometry” ). Likewise, the hallucinations one gets near or close to states of high-absorption are also reflections of our inner shape! (cf. Fire Kasina qualia). 

Symphonies are beautiful, and we intuitively feel like it’s because they have some kind of deep regularity or complicated pattern. But they’re less regular/predictable/symmetrical than a metronome. Andrés thinks this is because they hit a sweet spot: regular/symmetrical/predictable enough to be beautiful, but complex/unpredictable enough to draw and hold our attention. Compare to eg games, which are most fun when they’re hard enough to be challenging but easy enough to be winnable.

Indeed! We need unpredictability in order to disable the boredom mechanism, which prevents us from fully absorbing into patterns (or rather, prevents our experience from shaping itself in a way that perfectly predicts the stimuli – in a way when you reach absorption with a stimuli, you are in fact becoming its “complement” – a shape that can predict it perfectly). An important twist is that prediction errors give rise to energy spikes, and high-energy states of consciousness can give rise to pleasant resonance (think about the bodily euphoria that comes from eating spicy enough hot peppers). Plus, cooling down from high-energy states can lead to euphoric neural annealing (as explained here). In all cases, however, the thing that is the most closely related to valence is the regularity/smoothness of the internal (instantaneous) state, even though there might be other complex dynamics guiding the state from one configuration to another. 

But this sweet spot is the fault of your own inattentiveness. If you could really concentrate on the metronome, it would be even more blissful than the symphony. Emilsson says he’s achieved these levels of concentration and can confirm. I talked to another meditator who agrees metronomes can be pretty blissful with the right amount of (superhuman) focus, although – as per the Buddha quote above – total silence is best of all.

Agreed! An interesting note is that the first time this happened to me, it was not in meditation, but during a sleep paralysis! See: Dream Music where I discuss how a simple tone can sound amazing if you are in the right reverb-filled state of mind. See also: people with anhedonia often report feeling “back to normal” in dreams, and IMO that’s precisely because the neuroacoustic profile of dreams can be very reverb-filled and thus have significant valence effects (see below).

I find this to be an elegant explanation of what the heck is going on with jhanas, more convincing than my previous theory. It’s also a strong contender as a theory of beauty – a little different in emphasis from Schmidhuber’s theory, but eventually arriving at the same place: beauty is that which is compressible but has not already been compressed.

A brief comment here: your “going loopy” theory foreshadows our tracer tool and psychedelic cryptography, where psychedelics seem to activate a “delay overlay” of recent experiences on top of the current one. DMT gives rise to ~30hz loops, LSD to around ~18hz loops, and 2C-B closer to ~10hz loops. We hypothesize that there are a discrete number of serotonin-mediated metronomes that precisely modulate the degree to which experience is fed back to itself with a specific delay. Antidepressants may flatten affect by disrupting these loops, and thus eliminating sources of symmetry for the inner state. People describe the sense of “missing an echo”; quite literally having a more “flat” experience as a result!

Enhanced neuroacoustics (as with psychedelics) generally increase the range of valence because more loopy experiences are more intense and also more capable of pure dissonance or pure consonance. Dissociatives (nmda antagonism more generally) seem to instead do a low-frequency looping (around 8hz) together with a generalized reverb effect. Much as in music, adding reverb to almost literally anything makes it sound less harsh (like the baby crying vs. baby crying + reverb sounds I referenced in the presentation). And also much as in music, *compounding* delay and reverb effects gives rise to synergistic outcomes, often with crazy standing wave attractors (e.g. exactly what you see on LSD + nitrous or LSD + ketamine).

Importantly, STV is *not* a theory that lives at the computational or algorithmic level of analysis, which is unlike Schmidhuber’s theory. If I recall correctly, Schmidhuber’s theory doesn’t even care about phenomenal valence or consciousness. And it has no mechanism of binding or any sense of how the “reward” is implemented or who or what receives such reward. Its flavor is functionalist and concludes that beauty is to be found in the act of compression. But STV instead says that compression is merely correlated with valence: our brains are set up in such a way that making excellent compressions reduces dissonance! This is because there is (a) an inherent dissonance cost to complexity, and (b) there is a dissonance cost to prediction errors. But again, take the right drug, and all of a sudden you can experience high-valence while making tons of prediction errors or having models that are much more complex than the sensory data would suggest is necessary.

In particular, what makes good compressions feel good beyond reducing prediction errors is that they select for internal states that have simple sets of symmetries as the best generators which anticipate the stimuli. This is highly related to the concept of Harmonic Entropy (i.e. the entropy of the inner state, not of the stimuli). And here is where we find a stark and amazing difference between STV and compression drive: we in fact expect there to be a sort of “minimal construction” path where you get specific “complexity scores” for phenomenal objects based on the number of operations of the sort the brain can do that are needed to construct such phenomenal objects. The brain needs to explicitly render phenomenal objects, rather than merely encode them. So there is a harmonic entropy associated with each experience, which more-or-less correlates with Kolmogorov complexity but is different in that it uses resonance as the building block rather than arbitrary operations. We also predict that the valence associated with specific patterns of stimulation will be best correlated with a sort of “perceptual harmonic entropy” than with complexity in general: how well you can compress an input depends on what building blocks you have to reconstruct it. In the case of the brain, the building blocks seem to be patterns of resonance. So even if something is “highly compressible” but cannot be compressed with resonance (e.g. the prime numbers), you will not experience it as beautiful or “easy on the eye”.

Importantly, free energy minimization is a computational level analysis and we would say at QRI that it therefore is mistaken on “where to look”. Consequence: compressing information feels good *because* it often (but not always) reduces dissonance. But if your brain is set up in the wrong way, minimizing dissonance may not lead to good compressions, or doing good compressions may not in fact feel good. But reducing dissonance will always feel better, and having high-energy high-harmony patterns internally will always feel good. What this does at the algorithmic and computational level is tricky, but it generally implies that we can see “artifacts” of our resonance-based compression system all over the place when in exotic states of consciousness, which is what we observe (and at the end of the day this may explain why psychedelic fractals and Indra’s Net type experiences are so hedonically loaded! See: psychedelics and the free energy principle).

To sum it up: STV claims that what matters is the regularity of the conscious experience and not of the stimuli – the stimuli is only in a certain sense a “projection” of the inner state, but it can deviate from it in many ways. Prediction errors feel bad because our brain is set up in such a way that they cause dissonance. And compressions only feel good to the extent that they avoid prediction errors *and* minimize the internal dissonance cost of the internal representations used for prediction. In other words, STV explains the other theories, but not the other way around.

Finally…

(3) Meeting notes, in case you find them useful…

  • You asked if I knew whether taking a lot of 5-MeO-DMT is compatible with sanity for most people: the answer is probably not. That said, we do know of some notable exceptions of very smart and sane individuals who have experimented heavily with the drug with no obvious cost to their sanity (e.g. see conversation with Ingram, Yang, McMullen, and Taft which touches upon the effects of daily use of 5-MeO-DMT).
  • I brought up anti-tolerance drugs, of which black seed oil is promising (but a low-tier player). Most promising of all are ibogaine and proglumide. Opioids + anti-tolerance drugs are IMO the most promising long-term therapy for severe chronic pain. 
  • Brought up Chanca Piedra as a promising highly cost-effective intervention to prevent kidney stones in the context of “hell must be destroyed” (other interventions we are fairly confident are in the category of “enormous if true, seem true, yet nobody is trying”: flumazenil for benzoscooling gloves for MDMA neurotoxicityDMT for cluster headaches, etc.)
  • I shared that the three goals/pillars of QRI are to (1) reduce negative extremes, (2) increase baseline, and (3) achieve new heights.
  • I gifted you a High-Entropy Alloy with unique material properties: much like looking for names of God, or amazing new perfumes, or indeed finding gems hidden in the state-space of consciousness, we must figure out clever ways of exploring large combinatorial spaces without going insane. You obviously have thought a lot about this 🙂
  • We talked about “nausea annealing” (pro-tip: drinking ginger juice right when you take a psychedelic seems to drastically reduce how much nausea and body-load it causes).
  • Overfitting.
  • Information is in the coupling between harmonics; de-couple them and you can experience the “zero state” while still being awake.
  • Meaning of the QRI logo (i.e. having a clear view of the entire state-space of consciousness; bridging quality/color and quantity/lines as a symbol for qualia formalism).
  • You asked “can you tell me what are brainwaves in simple terms a child could understand?” (I answered with “they are the signature of resonance in the holistic field behavior of experience” and immediately realized I had miserably failed to “explain in simple terms”). 
  • “Would listening to a pure tone be blissful?” Yes, you can absorb yourself into it. Second half of an orchestral song repeated could be better if it allows you to go deeper into absorption. Touched upon: Boredom mechanism. Harmonic entropy. Controlling for energy.
  • 3D harmonics, STV presentation, symmetry of the mathematical object is what truly matters.
  • Encoding vs. rendering.

Ok, that was rather long; I hope that you found it useful and clarifying! Please feel free to ask any questions and I promise I won’t send you another equally long email 🙂 Again, feel free to write about any and all of this.

Best of luck in your travels! 🙂

Infinite Bliss!

7 Recent Videos: Buddhist Annealing, Is This a Simulation?, The Purple Pill, DMT vs. 5-MeO-DMT, Digital Sentience, Psychedelics and the Free Energy Principle, and Advanced Visions of Paradise

[Context: 3rd in a series of 7-video packages. See the previous two packages: 1st and 2nd]

[Featured image by Wendi Yan.]

Buddhist Annealing: Wireheading Done Right with the Seven Factors of Awakening (link)

This video discusses the connections between meditative flow (any feeling of change) and the two QRI paradigms of “Wireheading Done Right” and “Neural Annealing”. To do so, I explore how each of the “seven factors of awakening” can be interpreted as operations that you do to flow. In a nutshell: the factors are “energy management techniques”, which when used in the right sequences and dosages, tend to result in wholesome neural annealing.

I then go on to discuss two fascinating dualities: (1) The dual relationship between standing wave patterns and vibratory frequencies. And (2) the dual correspondence between annealing at the computational level (REBUS) and annealing in resonance networks.

(1) Describes how the crazy patterns that come out of meditation and psychedelics are not irrelevant. They are, in a way, the dual counterpart to the emotional processing that you are undergoing. Hence why ugly emotions manifest as discordant structures whereas blissful feelings come together with beautiful geometries.

(2) Articulates how simulated annealing methods in probabilistic graphical models such as those that underlie the synthesis of entropic disintegration and the free energy principle (Friston’s and Carhart-Harris’ REBUS model) describe belief updating. Whereas annealing at the implementation level refers to a dissonance-minimization technique in resonance networks. In turn, if these are “two sides of the same coin”, we can expect to find that operations in one domain will translate to operations in the other domain. In particular, I discuss how resisting information (“denial”, “cognitive dissonance”) has a corresponding subjective texture associated with muscle tension, “resistance”, viscosity, and hardness. Equanimity, in turn, allows the propagation of both waves of dissonance, consonance, and noise as well as bundles of information. This has major implications for how to maximize the therapeutic benefit of psychedelics.

Finally, I explain how we could start formalizing Shinzen Young’s observation that you can, not only “read the contents of your subconscious”, but indeed also “heal your subconscious by greeting it with enough concentration, clarity, and equanimity”. Negentropy in the resonance network (patches of highly-ordered “combed” coherent resonance across levels of the hierarchy) can be used to heal patches of dissonance. This is why clean high-valence meditative objects (e.g. metta) can absorb and dissipate the internal dissonance stored in patterns of habitual responses. In turn, this might ultimately allow us to explain why, speaking poetically, it is true that love can heal all wounds. 🙂

~Qualia of the Day: Nirvana Rose~

(Skip to ~10:00 if you don’t need a recap of Wireheading Done Right and Neural Annealing)

[ps. correction – I wrote a 30 page document about my retreat, not a 50 word document]

Relevant Links:


Is This a Simulation? (link)

Will You Take the Simulation Pill?

Warning: Once You Take It There Is No Going Back.

Apologies for the Clickbait. I Can’t Say More Unless You Take the Pill With Me. 🙂

~Qualia of the Day: The Red Pill – With Your Consent, We Will Take It Together~

Relevant Links:


The Purple Pill: What Happens When You Take the Blue and the Red Pill at the Same Time? (link)

The Purple Pill is the pill that gives you both high hedonic tone and an unprejudiced open-ended approach to the pursuit of truth. For losing truth is to lose it all, but to lose it all is only bad because it makes you and others suffer in the wider universe.” – The Purple Pill (Qualia Computing)

In this talk I explain that the “Blue vs. Red Pill” trope relies on a false dichotomy. You don’t need to choose between depressive realism and comforting illusions. Put differently, you don’t need to choose between truth and happiness. High hedonic tone is not incompatible with one’s representational accuracy of causal structures. The world, and the existence of experiential heaven and hell, can be understood without curling into a ball and crying your way to sleep. More so, effective and persistent action towards the good requires that you don’t believe in this false dichotomy, for sustainable altruistic productivity necessitates both accurate models and positive motivations. Thus, the aspiring paradise engineer ought to be willing to take the Purple Pill to move onwards.

I advocate having a balanced portfolio of (1) efforts to minimize experiential hell, (2) techniques to increase the hedonic baseline sustainably, and (3) methods to reliably experience peak states of consciousness in a sane way.

I do not think that spending 100% of one’s time in “destroying hell” is a sustainable approach to life because it does not allow you to “reinvest” in the conditions that gave rise to one’s goodness to begin with (otherwise you become more of a martyr than an effective player in the field!). More so, the relationship between suffering and productivity is non-trivial, which means that to just helping people who suffer extremely does not generally pay off in terms of productive action towards the cause in the future. Hence, improving baseline is just as important: it is precisely what allows people to go from near zero productivity to a high level of productivity. Finally, the benefits of having access to reliable, pro-social ultra-blissful states of consciousness should not be underestimated. They are an important piece of the puzzle because they motivate the “animal self” and are deeply reassuring. Thus, as a “package”, I see a lot of potential in simultaneously reducing negative extremes, improving the baseline, and achieving new heights of bliss. This, to me, is what I see as the path forward.

Topics I cover span: Trungpa’s “Spiritual Materialism” (the attitude of using exalted states of consciousness to “decorate our ego”), optimization problems/reinvesting in the good, sane in-group/out-group dynamics, the game theory of virtue signaling, and the importance of having an explicit commitment to the wellbeing of all sentient beings (to prevent value drift).

~Qualia of the Day: Spiritual Materialism~

Relevant Links:

Thanks Mike Johnson and David Pearce for many conversations on this topic.


DMT vs. 5-MeO-DMT: 12 Key Differences (link)

What are the differences between DMT and 5-MeO-DMT? And what gives rise to those differences? In this video we discuss 12 different ways to analyze the strange and unique effects of these substances. We go over the 9 lenses already discussed in Qualia Computing* and add three more.

Starting with three new lenses (5-MeO-DMT left/DMT right):

A) Global Coherence vs. Competing Clusters of Coherence: 5-MeO-DMT gives rise to a global coherent state (the so-called “unified energy field”), whereas DMT gives rise to an ecosystem of time-loops, each trying to capture as much of your attention as possible, which in turn results in coalition-building and evolution of patterns in the direction of being very “attention grabbing” (cf. reddit.com/r/place).

B) Really Positive or Really Negative Valence vs. Highly-Mixed Valence: 5-MeO-DMT gives rise to either a globally coherent state (high-valence) or two competing coherent states (negative-valence), whereas DMT tends to generate complex consonance/dissonance relationships between the clusters of coherence.

C) How they are different according the the Free Energy Principle: On 5-MeO-DMT the entire experience has to reinforce itself, whereas each cluster of coherence needs to model the rest of the experience in order to be reinforced by it on DMT. Thus 5-MeO-DMT makes experiences that express “the whole as the whole” whereas DMT makes each part of the experience represent the whole yet remains distinct.

And the original 9 lenses:

1) Space vs. Form: 5-MeO is more space-like than DMT.
2) Crystals vs. Quasi-Crystals: 5-MeO generates more perfectly repeating rhythms and hallucinations than DMT.
3) Non-Attachment vs. Attachment: 5-MeO seems to enable detachment from the craving of both existence and non-existence, whereas DMT enhances the craving.
4) Underfitting vs. Overfitting: 5-MeO reduces one’s model complexity whereas DMT radically increases it.
5) Fixed Points and Limit Cycles vs. Chaotic Attractors: 5-MeO’s effect on feedback leads to stable and predictable attractors while DMT’s attractors are inherently chaotic.
6) Modulation of Lateral Inhibition: 5-MeO may reduce lateral inhibition while DMT may enhance it.
7) Diffuse Attention vs. Focused Attention: 5-MeO diffuses attention uniformly over large regions of one’s experiential field, while DMT seems to focus it.
8) Big Chunks and Tiny Chunks vs. A Power Law of Chunks: 5-MeO creates a few huge phases of experience (as in phases of matter) with a few remaining specks, while DMT produces a more organic power law distribution of chunk sizes.
9) Integration vs. Fragmentation: 5-MeO seems to give rise to “neural integration” involving the entrainment of any two arbitrary subnetworks (even when they usually do not talk to each other), while DMT fragments communication between most networks but massively enhances it between some specific kinds of networks.

I also explain what is going on with the “Megaminx DMT worlds” and when DMT entities bully you into believing in their independent existence.

~Qualia of the Day: Rheoscopic Fluid~

Relevant Links:


Digital Sentience: Can Digital Computers Ever “Wake Up”? (link)

I start by acknowledging that most smart and well-informed people today believe that digital computers can be conscious. More so, they believe this for good reasons.

In general, 99.99% of the times when someone says that digital computers cannot be conscious they do so equipped with very bad arguments. This, of course, does not mean that all of these smart people who believe in digital sentience are right. In fact, I argue that they are making a critical yet entirely non-obvious mistake: they are not taking into account a sufficiently detailed set of constraints that any scientific theory of consciousness must satisfy. In this video I go over what those constraints are, and in what way they actually entail that digital sentience is literally impossible.

The talk is divided into three parts: (1) my philosophical journey, which I share in order to establish credibility, (2) classic issues in philosophy of mind, and (3) how we can solve all those issues with QRI’s theory of consciousness.

(Skip to 31:00 if you are not interested in my philosophical journey and you want to jump into the philosophy of mind right away).

(1) I’ve been hyper-philosophical all my life and have dedicated thousands of hours working on this topic: having discussions with people in the field, writings essays, studying qualia in all manners of exotic states of consciousness, and working through the implications of different philosophical background assumptions. I claim that QRI’s views here are indeed much more informed than anyone would assume if they just heard that we think digital computers cannot be conscious. In fact, most of us started out as hard-core computationalists and only switched sides once we fully grokked the limitations of that view! Until the age of 20 I was a huge proponent of digital sentience, and I planned my life around that very issue. So it was a big blow to find out that I was neglecting key pieces of the puzzle that David Pearce, and later Mike Johnson, brought up when I met them in person. In particular, they made me aware of the importance of the “phenomenal binding/boundary problem”; once I finally understood it, everything unraveled from there.

(2) We go over: Marr’s levels of analysis (and “interactions between levels”). The difference between functionalism, computationalism, causal structure, and physicalist theories of consciousness. The Chinese Room. Multiple Realizability. Epiphenomenalism. Why synchrony is not enough for binding. Multiple Drafts Theory of consciousness. And the difference between awareness and attention.

(3) We solve the boundary problem with topological segmentation: this allows us to also provide an explanation for what the causal properties of experience are. The integrated nature of fields can be recruited for computation. Topological boundaries are neither epiphenomenal nor frame-dependent. Thus, evolution stumbling upon holistic field behavior of topological pockets of the fields of physics would solve a lot of puzzles in philosophy of mind. In turn, since digital computers don’t use fields of physics for computation, they will never be unified subjects of experience no matter how you program them.

I also discuss issues with IIT’s solution to the binding problem (despite IIT’s whole aesthetic of irreducible causality, their solution makes binding epiphenomenal! The devil’s in the details: IIT says the Minimum Information Partition has “the highest claim of existence” but this leaves all non-minimal partitions untouched. It’s epiphenomenal and thus not actually useful for computation).

Thanks also to Andrew Zuckerman and other QRI folks for great recent discussions on this topic.

~Qualia of the Day: Dennett’s Intentional Stance~


Relevant Links/References:


Psychedelics and the Free Energy Principle: From REBUS to Indra’s Net (link)

Friston’s Free Energy Principle (FEP) is one of those ideas that seem to offer new perspectives on almost anything you point it at.

It seems to synthesize already very high-level ideas into an incredibly general and flexible conceptual framework. It brings together thermodynamics, probabilistic graphical models, information theory, evolution, and psychology. We could say that trying to apply the FEP to literally everything is not a bad idea: it may not explain it all, but we are bound to learn a lot from seeing when it fails.

So what is the FEP? In the words of Friston: “In short, the long-term (distal) imperative — of maintaining states within physiological bounds — translates into a short-term (proximal) avoidance of surprise. Surprise here relates not just to the current state, which cannot be changed, but also to movement from one state to another, which can change. This motion can be complicated and itinerant (wandering) provided that it revisits a small set of states, called a global random attractor, that are compatible with survival (for example, driving a car within a small margin of error). It is this motion that the free-energy principle optimizes.

Organisms that survive over time must minimize entropy injections from their environment, which means they need to minimize surprise, which unfortunately is computationally intractable, but the information theoretic construct of variational free-energy provides an upper bound on this ground truth surprise, meaning that minimizing it will indirectly minimize surprise. This cashes out in the need to maximize “accuracy – complexity” which prevents both overfitting and underfitting. In the video we go over some of the classical ideas surrounding the FEP: the dark room, active inference, explicit vs. implicit representations, and whether real dynamic systems can be decomposed into Markov blankets. Finally, we cover how the FEP naturally gives rise to predictive coding via hierarchical Bayesian models.

We then talk about Reduced BEliefs Under pSychedelics (REBUS) and explain how Carhart-Harris and Friston interpret psychedelics and the Anarchic Brain in light of the FEP. We then discuss Safron’s countermodel of Strengthened BEliefs Under pSychedelics (SEBUS) and the work coming out of Seth’s lab.

So, that’s how the FEP shows up in the literature today. But what about explaining not only belief changes and perceptual effects, but perhaps also getting into the actual weeds of the ultra bizarre things that happen on psychedelics?

I provide three novel ideas for how the FEP can explain features of exotic experiences:

(1) Dissonance-minimizing resonance networks would naturally balance model complexity due to an inherent “complexity cost” that shows up as dissonance and prediction error minimization when prediction errors give rise to out-of-phase interactions between the layers.

(2) Bayesian Energy Sinks: What you can recognize lowers the (physical) energy of one’s world-sheet. I then blend this with an analysis of symmetrical psychedelic thought-forms as energy-minimizing configurations. On net, we thus experience hybrid “semantic + symmetric” hallucinations.

(3) Indra’s Net: Each “competing cluster of coherence” needs to model its environment in order to synch up with it in a reinforcing way. This leads to attractor states where “everything reflects everything else”.

~Qualia of the Day: Indra’s Net~

Relevant Links:


Advanced Visions of Paradise: From Basic Hedonism to Paradise Engineering (link)

This video was recorded as a way for me to prepare for the speech I gave at the “QRI Summer Party 2021: Advanced Visions of Paradise” (see livestream here). You can think of it as the significantly more in-depth (and higher audio quality!) version of that speech.

The core message of this video is: thinking wholesome, genuinely useful, and novel thoughts about how to build paradise is hard. Doing so without getting caught up in low-dimensional aesthetics and pre-conceptions is very challenging. Most of the “visions of paradise” we find in our culture, media, and art are projections of implicit aesthetics used for human coordination, rather than deeply thought-out and high-dimensional perspectives truly meant to elevate our understanding and inspire us to investigate the Mystery of reality. Aesthetics tend to put the cart before the horse: they tacitly come with a sense of what is good and what is real. Aesthetics are fast, parallel, and collective ways of judging the goodness or badness of images, ideas, and archetypes. They give rise to internal dissonance when you present to them things that don’t fit well with their previous judgements. And due to naïve realism about perception, these judgements are often experienced as “divine revelations”.

To disentangle ourselves from tacit low-dimensional aesthetics, and inspired by the work of Rob Burbea (cf. Soulmaking), I go over what aesthetics consist of: Eros, Psyche, and Logos. Then, to explore high-quality aesthetics relevant to paradise engineering, I go over 7 camps of a hypothetical “Superhappiness Festival”, each representing a different advanced aesthetic: Hedonism, Psychiatry, Wholesome, Paleo, Energy, Self-Organization, and Paradise Engineering. For didactic purposes I also assign a Buddhist Realm (cf. “Opening the Heart of Compassion” by Short & Lowenthal) to each of the camps.

Note: the Buddhist realms are a very general lens, so a more detailed exposition would point out how each of the camps manifests in each of the Buddhist realms. Don’t put too much stock on the precise mapping I present in this video.

~Qualia of the Day: Pure Lands~

Picture by Wendi Yan (wendiyan.com) “The Tower of Paradise Engineering” (also the featured image of this post / image to appear in the forthcoming QRI Book)

For context, here is the party invite/description:

Dear Everyone!

Science fiction and futurism have failed us. Simply put, there is a remarkable lack of exploration when it comes to the role that consciousness (and its exotic states) will play in the unfolding of intelligent agency on Earth. This, of course, is largely understandable: we simply lack adequate conceptual frameworks to make sense of the state-space of consciousness and its myriad properties. Alas, any vision of the future that neglects what we already know about the state-space of consciousness and its potential is, in the final analysis, “missing the point” entirely.

Exotic states of consciousness are consequential for two reasons: (1) they may provide unique computational benefits, and (2) they may have orders of magnitude more bliss, love, and feelings of inherent value.
As Nick Bostrom puts it in Letter From Utopia:

(1) “Mind is a means: for without insight you will get bogged down or lose your way, and your journey will fail.

(2) “Mind is also an end: for it is in the spacetime of awareness that Utopia will exist. May the measure of your mind be vast and expanding.”

In light of the above, let us for once try to be serious consciousness-aware futurists. Then, we must ask, what does paradise look like? What does it feel like? What kinds of exotic synesthetic thought-forms and hyper-dimensional gems populate and imbue the spacetime of awareness that makes up paradise?

Come and join us for an evening of qualia delights and great company: experience and make curious smells, try multi-sensory art installations, and listen to a presentation about what we call “Advanced Visions of Paradise”. Equipped with an enriched experience base and a novel conceptual toolkit, we look forward to have you share your own visions of paradise and discuss ways to bring them into reality.

Infinite Bliss!

Ps. If you are being invited to this event, that means that we value you as a friend of QRI ❤

Pss. Only come if you are fully vaccinated, please!

Key Links:

~Music: People were asking me about the playlist of yesterday’s party. The core idea behind this playlist was to emulate the sequence of aesthetics I talked about in the speech. Namely, the songs are ordered roughly so that each of the 7 camps gets about 1 hour, starting in camp Hedonism and going all the way to camp Paradise Engineering: QRI Summer Party 2021: Advanced Visions of Paradise~


And that’s it for now!

Thank you for tuning in!

Infinite Bliss For All!

A Field Equation to Mend the World

Excerpt from The Science of Enlightenment (2005) by Shinzen Young (p. xv-xvii)

Author’s Preface

It took me quite a while to get to the point of publishing this book — many years actually. That may seem like a strange statement. How can someone not get the point of publishing something they themselves wrote? Let me explain.

A central notion of Buddhism is that there’s not a thing inside us called a self. One way to express that is to say that we are a colony of sub-personalities and each of those sub-personalities is in fact not a noun but a verb–a doing.

One of my doings is Shinzen the researcher. Shinzen the researcher is on a mission to “take the mist out of mysticism.” Contrary to what is often claimed, he believes that mystical experience can be described with the same rigor, precision, and quantified language that one would find in a successful scientific theory. In his opinion, formulating a clear description of mystical experience is a required prenuptial for the Marriage of the Millennium: the union of quantified science and contemplative spirituality. He hopes that eventually this odd couple will exuberantly make love, spawning a generation of offspring that precipitously improves the human condition.

Shinzen the researcher also believes that many meditation masters, current and past, have formulated their teachings with “less than full rigor” by making unwarranted, sweeping philosophical claims about the nature of objective reality based on their subjective experiences—claims that tend to offend scientists and, hence, impede the science-spiritually courtship.

Shinzen the researcher has a natural voice. It’s the style you would find in a graduate text on mathematics: definition, lemma, theorem, example, corollary, postulate, theorem. Here’s a sample of that voice:

It may be possible to model certain global patterns of brain physiology in ways that feel familiar to any trained scientist, i.e., equations in differential operators on scalar, vector, or tensor fields whose dependent variables can be quantified in terms of SI units and whose independent variables are time and space (where space equals ordinary space or some more esoteric differential manifold). It is perhaps even possible to derive those equations from first principles the way Navier-Stokes is derived from Cauchy continuity. In such fields, distinctive “flow regimes” are typically associated with relations on the parameters of the equations, i.e., F(Pj) → Q, where Q is qualitative change in field behavior. By qualitative change in field behavior, I mean things like the appearance of solitons or the disappearance of turbulence, etc. Through inverse methods, it may be possible to establish a correspondence between the presence of a certain parameter relation in the equations modeling a field in a brain and the presence of classical enlightenment in the owner of that brain. This would provide a way to physically quantify and mathematically describe (or perhaps even explain) various dimensions of spiritual enlightenment in a way that any trained scientist would feel comfortable with.

That’s not the voice you’ll be hearing in this book. This book is a record of a different Shinzen, Shinzen the dharma teacher, as he talks to students engaged in meditation practice. Shinzen the dharma teacher has no resistance at all to speaking with less than full rigor. He’s quite comfortable with words like God, Source, Spirit, or phrases like “the nature of nature.” In fact, his natural voice loves spouting the kind of stuff that makes scientists wince. Here’s an example of that voice:

The same cosmic forces that mold galaxies, stars, and atoms also mold each moment of self and world. The inner self and the outer scene are born in the cleft between expansion and contraction. By giving yourself to those forces, you become those forces, and through that, you experience a kind of immortality–you live in the breath and pulse of every animal, in the polarization of electrons and protons, in the interplay of the thermal expansion and self-gravity that molds stars, in the interplay of dark matter that holds galaxies together and dark energy that stretches space apart. Don’t be afraid to let expansion and contraction tear you apart, scattering you in many directions while ripping away the solid ground beneath you. Behind that seeming disorder is an ordering principle so primordial that it can never be disordered: father-God effortlessly expands while mother-God effortlessly contracts. The ultimate act of faith is to give yourself back to those forces, give yourself back to the Source of the world, and through that, become the kind of person who can optimally contribute to the Mending of the world.

Shinzen the hard-nosed researcher and Shinzen the poetic dharma teacher get along just fine. After all, they’re both just waves. Particles may bang together. Waves automatically integrate. Just one problem though. The researcher is a fussy perfectionist. He is very resistant to the notion of publishing anything that lacks full rigor. Spoken words return to silence from where they came from. Printed text sits around for centuries waiting for every tiny imprecision and incompleteness to be exposed.

So it took a while for me to see value in allowing my talks to be published in something close to their original spoken form.


See also:


This video discusses the connections between meditative flow (any feeling of change) and the two QRI paradigms of “Wireheading Done Right” and “Neural Annealing“. To do so, I explore how each of the “seven factors of awakening” can be interpreted as operations that you do to flow. In a nutshell: the factors are “energy management techniques”, which when used in the right sequences and dosages, tend to result in wholesome neural annealing.

I then go on to discuss two fascinating dualities: (1) The dual relationship between standing wave patterns and vibratory frequencies. And (2) the dual correspondence between annealing at the computational level (REBUS) and annealing in resonance networks.

(1) Describes how the crazy patterns that come out of meditation and psychedelics are not irrelevant. They are, in a way, the dual counterpart to the emotional processing that you are undergoing. Hence why ugly emotions manifest as discordant structures whereas blissful feelings come together with beautiful geometries.

(2) Articulates how simulated annealing methods in probabilistic graphical models such as those that underlie the synthesis of entropic disintegration and the free energy principle (Friston’s and Carhart-Harris’ REBUS model) describe belief updating. In contrast, annealing at the implementation level refers to a dissonance-minimization technique in resonance networks. In turn, if these are “two sides of the same coin”, we can expect to find that operations in one domain will translate to operations in the other domain. In particular, I discuss how resisting information (“denial”, “cognitive dissonance”) has a corresponding subjective texture associated with muscle tension, “resistance”, viscosity, and hardness. Equanimity, in turn, allows the propagation of both waves of dissonance, consonance, and noise as well as bundles of information. This has major implications for how to maximize the therapeutic benefit of psychedelics.

Finally, I explain how we could start formalizing Shinzen Young’s observation that you can, not only “read the contents of your subconscious“, but indeed also “heal your subconscious by greeting it with enough concentration, clarity, and equanimity”. Negentropy in the resonance network (patches of highly-ordered “combed” coherent resonance across levels of the hierarchy) can be used to heal patches of dissonance. This is why clean high-valence meditative objects (e.g. metta) can absorb and dissipate the internal dissonance stored in patterns of habitual responses. In turn, this might ultimately allow us to explain why, speaking poetically, it is true that love can heal all wounds. 🙂

~Qualia of the Day: Nirvana Rose~

(Skip to ~10:00 if you don’t need a recap of Wireheading Done Right and Neural Annealing)

What Happens When You Ask Questions to the DMT Entities?

Josikinz recently posted a wonderful video on Youtube titled Psychedelic Entities – broken down and described. I really appreciate the use of high-quality psychedelic replication art throughout the video in order to illustrate what they are talking about. I recommend watching the whole video; below an excerpt that discusses what happens when you try to ask these entities questions (starting at 10:53):


Representations of the Subconscious

This personality type can take any visible form. Subjectively interpreted as the autonomous controller behind the continuous generation of the details of the person’s current experience. This entity is also often felt to simultaneously control one’s current perspective, personality, and internally stored model of reality. When interacted with, this category of entity can often possess the abilities to allow them to directly alter and manipulate one’s current experiences. In terms of their motives, they commonly want to teach or guide the person and will seemingly operate under the assumption that they know what is best for them. However, although a relatively common experience, it still cannot be known whether this type of autonomous entity is genuinely an experience of directly communicating with the so-called subconscious mind, and what that would even mean if it were the case. Or if it is perhaps merely a hallucinatory approximation that simply behaves in a convincing manner.

Representations of the Self

This personality type can be described as a direct copy of one’s own personality. It can take any physical form, but when conversed with it clearly adopts an identical vocabulary and set of mannerisms to one’s own consciousness. This entity will often take on similar appearance to oneself, but could theoretically take on any other appearance too. During this experience, there is also a distinct feeling that one’s own consciousness is somehow being mirrored or duplicated into the hallucinated autonomous entity that is being interacted with.

Personal Commentary

Ok, so, to wrap this video up, and at the risk of alienating a certain subsection of my audience, I’d just like to make a few points regarding the beliefs that commonly surround psychedelic entities, and my personal opinion on those viewpoints.

Within the psychonaut community and DMT users in particular, autonomous entities are commonly viewed as one of the most captivating aspects of the psychedelic experience.

They are often shrouded in esoteric mystery. To the point that a significant potion of the people who encounter them will go as far as to assert that these experiences are not simply fabrications of the mind, but rather beings from another world that exist independently of the human brain. This is a viewpoint that was originally popularized in mainstream culture by the likes of Terence McKenna, who famously theorized that the machine elves he encountered under the influence of DMT were either extraterrestrial in nature, interdimensional beings from a higher plane of existence, time-traveling humans from the future, or an ecology of souls that apparently includes both our ancestors and those who are yet to be born. As far as I can tell, the most common reasonings behind this viewpoint are that the experience of encountering these entities is often interpreted as feeling more realistic and well-defined than that of any sober experience the person has ever had. Alongside this, there is often a sense that the encounter itself is so incomprehensibly complex and other-worldly that there is simply no possible way that the human brain could generate such an experience on its own.

In regards to this particular notion, it is then sometimes asserted that consciousness must be an antenna of sorts that receives either all or some of its subjective experiences from that of an unknown interdimensional source. Furthermore, the source of this received input is sometimes said to be adjustable depending on the person’s brain state. With substances such as psychedelics simply “tuning” our consciousness into the analogous equivalent of a different radio station or TV channel. This is an idea that was once again further popularized by Terence McKenna, who is famously quoted as saying: “I don’t believe that consciousness is generated in the brain anymore than TV programs are made inside my TV. The box is too small.”

Now, while I can personally empathize with the reasons why some people may be drawn into these conclusions after the often earth-shattering experience of a DMT trip or other high-level psychedelic experience, I do not personally believe that autonomous entities are anything more than the profound, but ultimately hallucinated, products of the subconscious mind. Instead, I am quite sure that they are simply the psychedelic equivalent of the various characters and beings that most people commonly encounter within their dreams. Although it could be argued that autonomous entities are too characteristically different from that of dream characters to possibly be a result of the same neurological processes, I think that these differences in their appearance and behavior are largely the results of the many other psychedelic effects that are simultaneously occurring during these encounters. The most notable of which is geometry, which causes the hallucination to be comprised by the other-worldly shapes and patterns that provide autonomous entities with their distinctly hyperspatial perspective. Alongside this, various other subjective effects such as synesthesia, machinescapes, recursion, time distortion, and transpersonal states can all potentially synergize into an experience that is easy to misinterpret as something occurring outside of the human mind.

In my personal opinion, if autonomous entities were truly something that exists beyond the human mind, I think there would likely be a single verifiable case of them conveying information to a person that they did not already know or could not have come to the conclusion of within that moment. This would also likely be testable to some degree, which has led myself and my close friends to casually experiment with asking DMT entities a variety of questions over the years [emphasis mine]. These questions have included math problems, metaphysical questions, philosophical questions, and queries pertaining to the general nature of beings inhabiting their particular world. However, each attempt at doing so has resulted in the entities simply ignoring the question, arrogantly scoffing at the absurdity of us asking them such a trivial thing, or replying with vague ambiguous wording that the person’s own mind could have easily come up with. This has even been the case when the entities are presenting themselves as vastly more complex, knowledgeable, and powerful than the humans that they are interacting with.

Now, just to clarify, while I do believe that autonomous entities are results of similar processes to that of dream characters, I also don’t want to be reductive and downplay the often overwhelmingly profound nature of this experience. For example, within the moments that the entities are presenting themselves, I believe that to varying degrees they are genuinely conscious agents that the brain is simulating alongside our own. It does not seem unreasonable to me that if the brain can simulate one conscious agent within everyday sobriety, that within certain extenuating circumstances, such as mental illnesses, dream states, and hallucinogenic experiences, it could also temporarily allocate resources into simultaneously simulating other conscious agents.

I also think that it is sort of interesting that many autonomous entities would pass the Turing Test if interviewed. And I find this particularly fascinating in conjunction with the knowledge that the entities also commonly present themselves as representative embodiments of various aspects of the subconscious mind, which suggests to me that at least to some extent this experience may therefore allow people to directly interact with and communicate with various facets of their consciousness in a manner that would otherwise be entirely impossible without the use of hallucinogenic substances.


See also:

Healing Trauma with Neural Annealing

The folks at QRI have recently given a string of presentations. Before I jump to the main topic of this article, I will briefly mention a few of these presentations that are likely to be of interest to the reader. Quintin Frerichs recently presented about Neural Annealing at the Wellcome Center for Human Neuroimaging at UCL. I recently presented about Mapping the Heaven Realms at the SSC/ACX online meetup organized by Joshua Fox. Also, a few weeks ago I participated in the U.S. Transhumanist Party Virtual Enlightenment Salon (the live conversation was so engaging we ended up talking for four hours). And finally, as the main topic of this article, the talk I gave at the Oxford Psychedelic Society on May 6th, 2021:

Healing Trauma with Neural Annealing: Is Annealing the Key Condition for Successful Psychedelic Psychotherapy?

Abstract of the Talk:

Mystical-type experiences mediate the therapeutic benefit of psychedelic-assisted psychotherapy (Griffiths, 2016; Ross, 2016; Yaden, 2020). In this talk we will explore why this may be the case and how we might improve this effect. On the one hand we can interpret the effect of mystical-type experiences through the lens of belief and attitude change (Carhart-Harris and K. J. Friston, 2019). But beliefs that are not deeply felt are unlikely to have much of an effect. Why would mystical-type experiences in particular cause deeply felt belief changes? On the other hand, one can interpret the effect of these experiences to be healing at a low-level: they allow the reconfiguration of the microstructure of our experience in beneficial ways. The first lens suggests that these experiences change what we believe and think about, whereas the second lens suggests that the experiences change how we feel. In this talk we will unify these two lenses and argue that neural annealing (Johnson, 2019) underlies high-level changes in beliefs and attitudes as well as low-level microstructural healing of internal representations. This paradigm ties together the puzzling effects of mystical-type experiences by interpreting them as uniquely strong versions of neural annealing. We suggest that traumatic memories are indeed implemented with low-level microstructural dissonance in the internal representations (Gomez-Emilsson, 2017). Not only are they about something bad, they also feel bad. In turn, neural annealing targeted towards these internal representations can heal and transform them from dissonance-producing to consonance-producing. More so, neural annealing also enhances the information propagation fidelity of the nervous system, allowing the healed representations to update the state of the rest of the nervous system. This insight, along with careful study of annealing dynamics under psychedelics, can allow us to target the annealing process in order to heal these internal representations more effectively. We conclude with empirical predictions for what to look for in order to identify the signatures of successful neural annealing under psychedelics and suggest methods to piggyback on the natural well-trodden paths of beneficial annealing (e.g. meditation, yoga, music, creativity) to optimize such experiences.


Why This Is Important

There are two main reasons I think sharing this work as soon as possible with the world is very beneficial. The first is that it genuinely advances a new model for how to optimize psychedelic therapy. In particular, I think that being aware of this model can be very useful for people who intend to self-medicate with psychedelics. Although there is a vast literature for psychedelic psychotherapy, it is largely laced with metaphysical views, implicit background philosophical assumptions incompatible with science, and in my view, questionable ethics.

The second point is that this model can be used as an antidote to psychedelic brainwashing. If a friend of yours has been taking a lot of psychedelics (with or without a shaman) and now has a web of unfalsifiable beliefs that do not seem to help them, this presentation might work to help them understand what is going on in their mind. Additionally, once you understand how psychedelic annealing works, you can anticipate irrational belief changes based on the texture of the experience and proactively prevent them. Indeed, being showered with bliss consciousness by a DMT entity might be healing to your nervous system, but alas, it also anneals in you a conviction in the independent existence of such entities. With this presentation, the hope is that you can keep the healing while discarding the irrational beliefs (because you will now be able to see how they are implemented!). If we want to indeed create a truth-seeking psychonaut shanga (aka. a Super-Shulgin Academy) we *have to* have an adequate model of how exotic states of consciousness modify one’s belief networks. The penalty of not modeling this accurately leads to the loss of one’s critical faculties. I have seen it happen (see Appendix A & B), and I am not impressed. We can do better.

Without further ado, here is the video:

And here are the slides (with some light comments along the way on the topics that have not been previously discussed):


Many thanks to the Oxford Psychedelic Society for the invitation to give this talk. 🙂

Model (1) has the problem that the researchers themselves are not exposed to the exotic states of consciousness, and as such, what they write and theorize about comes from second-hand accounts. More so, the bulk of the direct phenomenological information the participants gain access to is generally discarded as it goes through the low-dimensional information filters of standardized questionnaires. There is no real buildup of phenomenological information or an effort to integrate it across participants (participants don’t generally talk to each other). The model does excel at generating copious high-quality neuroimaging data.

Model (2) suffers from the problem that the idiosyncratic beliefs of the psychonaut tend to “anneal more deeply” (see the next slide for a more through description of this) with each trip. Unless they were to focus on the phenomenal character of the experience rather than the intentional content, what tends to happen is that specific high-level beliefs become energy sinks and they dominate the exploration. Recall how DMT’s world-sheet “crystallizes” around objects and ideas you can recognize. Thus, as you take psychedelics over and over, the realms of experience one goes to will tend to follow recurring themes along the lines of what the most successful energy sinks from previous experiences have been. The explorer usually does not develop technical models of the phenomenological effects, but rather, tends to focus on the metaphysical or philosophical implications of the experiences.

Model (3) is like that of a think tank. Ever since writing articles like How to Secretly Communicate with People on LSD, we have received a lot of correspondence from pretty smart people who enjoy exploring exotic states of consciousness. The multi-year dialogue between us and them and each other has resulted in a lot of generative model building for which we can then get feedback. Grounded in common background philosophical assumptions and a drive towards phenomenological accuracy, the type of output of this model tends to look much more like The Hyperbolic Geometry of DMT Experiences than either a neuroscience paper (model 1) or a book about the Earth Coincidence Control Office (model 2).

Which of these information-processing architectures would you use if you were trying to figure out the truth of how psychedelics work? If they were diagrams for a neural network architecture, which one do you think would model and integrate information most effectively? Ultimately, we should think of these models as complementary. But since model 3 is novel and largely unexplored, it might be sensible to pay attention to what it outputs.

(H/T Quintin Frerichs for this slide)

This slides illustrates the sort of topics and problems that a “Good Annealing Manual” would need to cover. As an integrated “energy management” strategy, such a manual would describe how to raise energy, how to dampen it, how to translate it from one domain into another, how to stabilize a state, how to get knocked out of an unhelpful limit cycle, and so on.

(H/T Quintin Frerichs for this slide)

Note: I should have cited Michael Schartner’s work (and more generally the work coming out of Anil Seth‘s lab which applies the predictive processing paradigm and neural network feature visualization to model the effects of psychedelics). Apologies for this omission. Importantly, all of that work (in addition to REBUS and SEBUS) lives at the computational level of analysis. What QRI is bringing into the picture is how the implementation level based on principles of harmonic resonance and the Symmetry Theory of Valence underlie predictive processing. More on this below.

One of the interesting ideas of Steven Lehar is applying the duality between standing wave patterns and resonant modes of objects to the brain. A lot of psychedelic phenomenology suggests that there is a duality between the vibe of the state and the geometric layout of the multi-modal hallucinations. In other words, each phenomenal object has a corresponding way of vibrating, and this is experienced as a holistic signature of such objects. (cf. Resonance and vibration of [phenomenal] objects). (See also: Hearing the shape of a drum).

In the context of this presentation, the most important idea of this slide is that the duality between standing wave patterns and the vibe of the experience showcases how symmetry and valence are related. Blissful “heavenly realms” on DMT are constructed in ways where the resonance of the phenomenal objects with each other is consonant and their structure is symmetrical. Likewise, the screechy and painful quality of the DMT “hell realms” comes along with asymmetries, discontinuities, and missing components in the phenomenal objects that make up experiences. The overall vibe of the space is the result of the intrinsic vibratory modes of each phenomenal object in addition to each of the possible interactions between them (weighted by their phenomenal distance). An analogy readily comes to mind of an orchestra and the challenges that come with making it sound consonant.

From Mike’s Why we seek out pleasure:

A good algorithmic theory of cognition will collect, unify, and simplify a lot of things that look like odd psychological quirks, and recast them as deeply intertwined with, and naturally arising out of, how our brains process information. I’m optimistic that Symmetry Theory will be able to do just this- e.g.,

* Cognitive dissonance happens when two (or more) patterns in your head are battling for your neural real estate, and they’re incompatible– i.e., they’re collectively dissonant/asymmetrical.

* Denial is what happens when your brain attempts to isolate/quarantine such patterns, and is actively working to prevent this tug-of-war for neurons.

This model implies that your brain can evaluate the “internal consistency/harmony” of a neural pattern, and reject it if there’s a negative result- and also the “simulated relative compatibility/harmony” of two neural patterns, and try to keep them isolated if there’s a negative result. I’d suggest the best way to understand this is in terms of projective geometry, resonance, and symmetry: i.e., to evaluate a pattern’s “internal harmony” and whether it ‘runs well (is stable) on existing hardware’, the brain uses principles of resonance to apply certain geometric projections (high-dimensional-to-lower-dimensional transformations) to the pattern to see if the result is stable (unchanged, or predictably oscillating, or still strongly resonant) under these transforms. Stable patterns are allocated territory; unstable ones (=dangerous neural code) are not. The internal mechanics of this will vary across brain areas (based on the specific resonance profile of each area) and emotional states, which might contribute to how certain types of information tend to end up in certain brain regions. Likewise, this could explain how moods coordinate information processing– by changing the resonance landscape in the brain, thus preferentially selecting for certain classes of patterns over others. A core implication of this model is that different kinds of dissonance will drive different kinds of behavior (feel like different kinds of imperatives), and based on what action is needed, a mood may create (or be the creation of) a certain kind of dissonance.


Why we seek out pleasure: the Symmetry Theory of Homeostatic Regulation, Michael Johnson (2017)

Now applying annealing to the above, we hypothesize that: (1) On the one hand, at the implementation level neural annealing works as a method to reduce dissonance by escaping local minima. (2) On the other hand, at the computational level simulated annealing can be used as a method to reduce prediction errors (cf. message passing and belief propagation). We hypothesize that there is a kind of duality between these two levels of abstraction. We are very interested in cleanly formalizing it so it can be empirically tested. But the facts seem to suggest that there is something here. What this duality says is that for any transformation that you do to the resonance network there will be a corresponding effect on the belief network and vice versa. For example, in this light, you will always find that denial or cognitive dissonance will come along with the phenomenology of “resistance” in one of its many guises (such as muscle tension, feelings of viscosity, or hardness). If you can address the muscle tension directly with progressive relaxation (or yoga, massage, etc.) you will also be implicitly addressing the integration of information into your world-model. At the same time, you may use specific beliefs in order to relax specific muscles, and some aspects of meditation may involve doing this to an extent (e.g. “now is all there is” and “the self is illusory” are beliefs that would seem to result in particular patterns of mental and physical relaxation).

We might succinctly explain how a resonance network trying to minimize dissonance could implement the free energy principle. Namely, we could maximize “accuracy – complexity” in the following way: If complex models require complex networks of resonance to be implemented, then there might be an inherent dissonance cost to complexity. More symmetrical configurations lower this cost, which makes more compact and coherent models preferable. At the same time, to take care of the accuracy, prediction errors themselves might be implemented with dissonance (e.g. via out-of-phase communication between layers of the hierarchy). Together, these two effects favor both accurate and simple models.

An interesting contrast that illustrates this duality between the computational and implementational level of abstraction is that between the effects of DMT and 5-MeO-DMT. Particularly, DMT seems to give rise to the chaotic generation of information and this can be seen in something as simple as the style of the tracer effects it induces (richly-colored flip-flopping between positive and negative afterimages). 5-MeO-DMT’s tracer effects are generally monochromatic and the same color as that of the input. (See: Modeling Psychedelic Tracers with QRI’s Psychophysics Toolkit: The Tracer Replication Tool).

We hypothesize that DMT’s effects at the implementation level can be understood as the result of competing clusters of coherence across the hierarchy, whereas the main attractors of 5-MeO-DMT seem to involve global coherence. Modulating the average synaptic path length in a system of coupled oscillators can give rise to this sort of effect. By randomly adding connections to a network of coupled oscillators one first sees an emergent state of many competing patches of synchrony, and then, after a threshold is crossed, one starts seeing global synchrony emerge. Despite both drugs making the brain “more interconnected”, the slight difference in just how interconnected it makes it, may be the difference between the colorful chaos of DMT and the peaceful nothingness of 5-MeO-DMT.

The competing clusters of coherence across the hierarchy can evolve to adapt to each other. The DMT realm is more of an ecosystem than it is a state per se (ex: Hyperspace Lexicon). And due to the duality between dissonance minimization and prediction error minimization, avoiding updating one’s belief in the direction of these realms being real causes intense cognitive dissonance. Some level of belief updating to fit the content of the hallucinations might be very difficult to resist. Indeed, the forced coherence across the layers of the hierarchy would be bypassing one’s normal ability to resist information coming from the lower layers.

On peak experiences such as those induced by 5-MeO-DMT, global coherence will generally have the effect of dissolving internal boundaries. In turn, due to the duality proposed, belief updating in the direction of extreme simplicity is very difficult to resist. Global annealing without sensorial chaos results in the minimization of model complexity; high accuracy is taken care of thanks to the low information content of the state. As a consequence, one experiences very high-valence, high-energy, high-symmetry states of consciousness that come along with belief updating towards ideas with close to zero information content.

The high-valence nature of the state can be very useful to heal dissonance in the network, so therapeutic benefits seem very promising (notwithstanding the somewhat forced belief updates the state induces).

Unfortunately a nearby attractor of the globally coherent states is when there are two incompatible coherent states competing with one another. This can result in extremely negative valence and belief updating in the direction of “everything being bad”.

We now see how the typical belief changes caused by these two drugs have a dual counterpart in how they feel. I am of the opinion that a commitment towards truth and careful attention to one’s state of mind can prevent (or at least substantially lessen) the epistemological failure modes of these drugs. But since this kind of model is not known by the general population, for most people these drugs do tend to act as “epistemological hand grenades”.

See Appendix A & B at the bottom of this article for examples of each of these failure modes.

Now on to the therapeutic applications: practicing loving-kindness meditation consistently for weeks before a trip seems to substantially change its phenomenal character. It feels that metta practice over time anneals a consonant metronome which can become massively amplified during a psychedelic experience. In turn, a brightly shinning metta metronome emits “healing waves of energy” within one’s world-simulation (I know how crazy this sounds!), which impact the contents of one’s subconscious in ways that reduces their internal dissonance.

Similar benefits can be obtained from other meditation practices, as long as their emphasis is on high-valence and coherent states of mind. See also: Buddhist Annealing (video).

Importantly, you can “work smart” if you manage to use the seeds of consonance as the nucleation sources for alignment cascades. This can heal at a very deep level, and it is what people are talking about when they say things like “all is love”.

A secular Good Annealing Manual would ideally have very detailed information for how to move around in the state-space of consciousness.

Apparently, equanimity is also highly beneficial during psychedelic experiences. But rather than merely repeating the mantras that everyone in the psychedelic community chants (“just let go”, “surrender”, “accept”), we can use a More Dakka approach and aim to maximize equanimity rather than merely invoking it. Taking psilocybin during a meditation retreat in which you do a lot of equanimity exercises will allow you to “let go” with much greater skill than what you could do in normal everyday life. As a result, one is able to “learn one’s lessons” with much greater ease and a lot less resistance. This, I think, is generally good. After all, the point is not to punish oneself, but to learn from one’s mistakes.

In turn, Shinzen Young says that experiencing pleasure with equanimity is very healing. By not grasping, one is letting the consonant waves propagate freely throughout one’s nervous system, which results in positive annealing. So a possible therapeutic modality might be to combine peak states together with high levels of equanimity. If we want to bump the therapeutic effect sizes of psychedelic psychotherapy, this is the sort of thing I consider to be very promising.

I conclude by providing some annealing targets that are generically good for one’s mental health. Practice them consistently before a psychedelic experience so that they can be the nucleation points of sane and hedonically beneficial psychedelic annealing. Being bathed by love is good. Being bathed by love and equanimity at the same time is even better. Being bathed by love and all Seven Factors of Awakening at the same time might be still even better. The ceiling of wholesome happiness is not currently known by science. It is probably much higher than we can imagine.

If you found this talk inspiring, generative, or clarifying for your own work, please cite it! If you want to see more work like this and help us transform the alchemy of consciousness into a chemistry of the mind, please consider donating to QRI. Every dollar takes us closer to being able to empirically test these models and use them to develop technology to alleviate suffering in bulk.

Thank you!!!


Appendix A: What Happens When You Take Too Much DMT – What Does Overfitting Look Like?

  • A case study of a psychiatrist case who self-medicated his depression with a regiment of 1g of DMT (along with MAOIs) and 4mg of clonazepam a day:
    • “On arrival, the patient was nonverbal, combative, and required six security guards to restrain him. When less restrictive measures failed, he was given propofol 1,000 mg IV, ketamine 500 mg IM, midazolam 5 mg IV, diazepam 20 mg IV, and fentanyl 4 mg IV with minimal effect.”
    • “Psychiatry was consulted after the patient’s delirium resolved and he was medically stabilized as he exhibited symptoms of mania and psychosis. He was pressured in his speech, hyperreligious, and delusional. He believed that demons were leeching into his soul and asked the medical staff for an exorcism. It was recommended that the patient be admitted to the behavioral health unit for mood stabilization.”
  • How can I help my friend understand that what he is seeing is a side effect of smoking DMT on a daily basis? (from Quora – note: it is impossible for me to verify the accuracy of this report). From the comment thread:
    • “He has been smoking it every day and night for the past 3 months that I know of. He sees these little beings everywhere and says they are trying to destroy his house pushing it over. He also says they spray mace and fairy dust and little balls in his face and other peoples too. He doesn’t believe that nobody else sees this happening, he says we have all been compromised and can’t be trusted. I’m worried about him and also his girlfriend that has to deal with him and he’s delusional. His daughter is scared to come home, his parents want to have him committed, and he doesn’t believe it has anything to do with dmt! He absolutely believes it is real.”
    • “He is always under the influence of DMT, he smokes it all day every day. He says it no longer makes him hallucinate like when he first tried it, now it just takes away pain . NOT TRUE!! it’s like now he believes that this altered state of mind is reality and he’s losing everything. He is even destroying his own house to get them out from behind the walls.the other night he stood up and started stabbing his ceiling saying he was going to get them. It’s very disturbing to see him like this.”
    • “He’s doing about the same. Last time I went to see him he was showing me how the moon was following him into his back yard and then back to the front yard . He also sees a bunch of drones in the sky that I can’t see. He still doesn’t believe that we can’t see the walls and countertops moving, or feel the fairy dust being sprayed in our faces.”
  • The YouTube channel C.U.E. COMPREHENSIVELY UNCOVERING EVIDENCE seems to exemplify quite accurately what DMT-induced overfitting looks like (e.g. see his DMT-informed numerological musings)
  • Reddit user ClockJoule: see an interview with him about his daily DMT use and the beliefs that he developed as a consequence: Magic Mushroom Cloud – THE MAN WHO SMOKED DMT FOR 120 DAYS STRAIGHT.
  • [Report(s)] A warning to my fellow psychonauts regarding hyperspace entities (wall of text alert!) – excerpt:
    • “It all culminated in one long, elaborate, and highly dramatic visionary experience in which I was essentially ‘recruited,’ initiated in some grand ceremony alongside a large group of others presumably in my same situation (which may have just been “actors” ). It was all part of some kind of vast organization, which could best be described as ‘universal consciousness transcendental cosmic hippie space religion.’ [Read Lehar’s warning against believing what the DMT entities tell you]. It all had a very attractive but vaguely cult-like Scientology kind of feel to it. They even had their own music (which was actually pretty cool; see my comments on “the director” in part 4 for more details), propaganda, regular meetings and rituals, the whole works. They even seemed to revere a deity of some sort, their version of The Source (more detail on that in part 5), but this whole experience was so full of illusion and misdirection that I have no idea what their ‘deity’ really was, nor their true relation to it.”
    • “I’ve gone on way to long already and need to start wrapping things up here, but long story short, in light of their new demands of allegiance, and through a separate series of bizarre synchronicities in ‘real life’ (what that means to me now, I have no idea) that I still can’t quite explain, I began to have some serious doubts and questions that needed answers. As I reflected on all that they had taught me, I began to realize that there were some major gaps in my knowledge, and that I had unwittingly filled in a lot of the blanks with my own speculation while assuming the picture I was being given was much more complete than it actually was. To summarize, over a series of increasingly confrontational and unpleasant experiences, I became less and less satisfied with their vague and evasive answers to my direct (and I think perfectly reasonable) questions, and we had something of a falling out, to put it very mildly. They eventually dropped all pretenses and flat-out turned on me, beginning a long period of harsh punishment.”
    • “The results weren’t pretty. Their facade began to crumble as I saw through more and more of what I now recognized as deceptive illusions. What truly lay behind it was hideous, repulsive, monstrously evil, relentlessly manipulative, filled with petty malicious intent, and not nearly as righteous, enlightened, or omnipotent as they pretended to be. I’m actually still pretty uncomfortable with going into detail regarding what followed, but suffice it to say that I’ve basically been to hell and back. They did everything they could to ‘punish’ me, and some of the things they came up with were uniquely and creatively traumatic. If they had put half as much effort and sophistication into ‘teaching’ me as they did into attacking and tormenting me, I probably would still be happily and obliviously under their control today, a fresh new convert of their admittedly impressive sci-fi space religion.”
    • “It took all the willpower I had just to stay focused and not become a completely broken wreck through all of this. Most of the ‘abilities’ I had acquired under their guidance gradually faded away over the course of a few weeks, with the exception of a number of lucid dream skills that I had picked up along the way. As I began to approach something resembling recovery, all kinds of memories and perspective started coming back to me that I had lost along the way (which may have been intentionally withheld from me). I felt like a toxic fog had been lifted from me, and everything looked so different now. I looked back on the last couple years of my life, especially the preceding four months or so, and was shocked to find that it wasn’t what I thought it was.”
    • “I had seen some mind-blowingly incredible things and progressed in so many ways in what I thought represented cognitive and spiritual development, but the consequences were now apparent. Without realizing it, my personality had changed so much, and not for the better. I had alienated myself from many of my close friends, my romantic relationship had suffered, I had been much more depressed than I wanted to admit, and I had spent way too much of my free time alone and in the dark, becoming obsessed with progressively darker and weirder esoteric knowledge. I had been able to maintain a token amount of social interaction, just enough to convince myself I was still ‘normal,’ but it frequently left me feeling drained, and bored with the mere ‘meat puppets’ in this material plane who were but a pale reflection of what existed beyond it.”

Appendix B: What Happens When You Take Too Much 5-MeO-DMT – What Does Underfitting Look Like?

While I agree that oneness is really important (and indeed I have written extensively about philosophy of personal identity and I generally advocate for Open Individualism), I do not think that realizing we are God is going to solve everything. In particular, we still need ruthlessly pragmatic solutions to the problem of intense suffering.

Insofar as non-duality is used as a mood-enhancer, it seems to be unreliable. Oneness can lead to bad trips of loneliness, a fact that tends to be brushed off by its advocates. My assessment is that this effect is the result of negative valence rather than an inherent effect of the concept (or truth?) of oneness. Shaman Oak‘s Bad LSD Experience – NIRVANA SUCKS video is a rather typical version of this effect and it highlights its true underlying cause: since he took the LSD during a comedown from cocaine, his entire trip was colored by the negative valence of that state. The world “felt inherently lonely” because it had depression qualia all over it. Amplified and magnified through the kaleidoscopic funhouse of LSD’s annealing dynamics, such a feeling of loneliness can look universal and omniprevalent “no matter how you look at it”. But if you were to replace that feeling with something blissful, then the concept of oneness would be experienced as wonderful and enlightening. It is always important to remember the Tyranny of the Intentional Object: ideas and beliefs seem to us as having inherent goodness or badness, but how this is implemented under the surface relies on hedonic tone/valence “painting” those ideas. As David Pearce likes to say, “take care of happiness and the meaning of life will take care of itself”.

Counterexamples: We do know a number of people who have used these compounds extensively and who do not seem to exhibit noticeable underfitting or overfitting. In particular, we have interviewed someone who took 5-MeO-DMT in high doses everyday for six months and who does not seem to suffer from any serious epistemological issues (they contacted me because they had read my analysis of Gura’s month-long experiment and wanted to share their even more extreme experience). The same person has extensive experience (including daily use for months) with DMT, Salvia, DPT and their combinations. They can still hold a technically demanding job and sustain a family despite this. Needless to say, such a level of psychological robustness is exceedingly rare.

Appendix C: The Abstract of the Other Talks

DMTX as a 21st Century Mystery School

A talk by Carl Hayden Smith

This talk will focus on the prospects of being one of the first participants in the world to try DMTX (X=Extended) at Imperial College London (ICL). After being part of the DMT phase 1 and phase 2 trials (over the last 5 years) this research now moves into a whole new level of immersion. During this experiment the peak of the DMT state will be extended thanks to a continuous intravenous drip feeding of the entheogen. This arguably turns this ancient medicine into a new form of technology. Early findings of the research from Chris Timmerman (ICL) suggests that nnDMT produces the same brain signature as the dreaming state. During the extended state we may be better able to explore the hypothesis from Andrew Gallimore that nnDMT actually opens up an entirely novel, orthogonal reality.

The DMTX experiment potentially means that nnDMT could become the base layer of our subjective reality, being combined, exponentially, with everything in life. What are the implications of this? Is there a danger that the psychedelic state is being overly romanticised and that DMTX could be regarded as a new form of bio chemical VR? How will DMTX help with the integration problem? Maybe the problem of bringing our insight back from the liminal space isn’t that these experiences defy verbalization, but that our languages are not yet sufficient enough to describe these experiences.

Increased cortical signal diversity during psychedelic states and visually realistic neural network models of hallucinations

A talk by Michael Schartner

Global states of consciousness – such as general anaesthesia or REM sleep – can be characterised by metrics of signal diversity, showing that diverse cortical activity is a hallmark of consciousness. We found that signal diversity is elevated in classical psychedelic states, possibly explained by a larger repertoire of brain states – which would be in line with reports about openness, novel associations and levelled salience of all experiences during psychedelic states. This coarse description of the brain as a dynamical system with various degrees of diversity in activity is only one dimension to characterise such global states of consciousness. Neural network models of visual perception and its pharmacological perturbation may provide a more mechanistic model, showing how the balanced integration of prior and sensory information into conscious perception is regulated by serotonin.


Note: I am still open to e.g. the external reality of DMT beings. I find it unlikely, but evidence could convince me otherwise. We are not dogmatic about the models we present. Rather, they simply are the current “best fit” for the available evidence in conjunction with parsimony considerations (yes, we could even say that this model is what minimizes our free energy!). Cheers!


References (abstract & talk; Chicago Style):

Atasoy, S., Donnelly, I. and Pearson, J. (2016). Human brain networks function in connectome-specific harmonic waves. Nat Commun 7, 10340. https://doi.org/10.1038/ncomms10340

Atasoy, S., Roseman, L., Kaelen, M. et al. (2017). Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD. Sci Rep 7, 17661. https://doi.org/10.1038/s41598-017-17546-0

Carhart-Harris, R. L. (2018). The entropic brain -revisited. Neuropharmacology142, 167–178. doi:10.1016/j.neuropharm.2018.03.010.

Carhart-Harris, R. L., and Friston, K. J. (2019). REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics. Pharmacol. Rev.71, 316–344. doi:10.1124/pr.118.017160.

Gomez-Emilsson, A. (2017). Quantifying Bliss. https://qualiacomputing.com/2017/06/18/quantifying-bliss-talk-summary/ [Accessed April 30, 2021].

Gomez-Emilsson, A. (2020). Modeling Psychedelic Tracers with QRI’s Psychophysics Toolkit: The Tracer Replication Tool. Qualia Computing. https://qualiacomputing.com/2020/10/09/modeling-psychedelic-tracers-with-qris-psychophysics-toolkit-the-tracer-replication-tool/

Gomez-Emilsson, A. (2020). 5-MeO-DMT vs. N,N-DMT: The 9 Lenses. https://qualiacomputing.com/2020/07/01/5-meo-dmt-vs-nn-dmt-the-9-lenses/ [Accessed April 30, 2021].

Griffiths, R. R., Johnson, M. W., Carducci, M. A., Umbricht, A., Richards, W. A., Richards, B. D., Cosimano, M. P., and Klinedinst, M. A. (2016). Psilocybin produces substantial and sustained decreases in depression and anxiety in patients with life-threatening cancer: A randomized double-blind trial. Journal of psychopharmacology (Oxford, England)30(12), 1181–1197. https://doi.org/10.1177/0269881116675513

Johnson, M. E. (2016). Principia Qualia. https://opentheory.net/PrincipiaQualia.pdf [Accessed April 30, 2021].

Johnson, M. E. (2017). Why we seek out pleasure: the Symmetry Theory of Homeostatic Regulation https://opentheory.net/2017/05/why-we-seek-out-pleasure-the-symmetry-theory-of-homeostatic-regulation [Accessed April 30, 2021].

Johnson, M. E. (2019). Neural Annealing: Toward a Neural Theory of Everything. https://opentheory.net/2019/11/neural-annealing-toward-a-neural-theory-of-everything/ [Accessed April 30, 2021].

Lehar, S. (1999). Harmonic Resonance Theory: An Alternative to the “Neuron Doctrine” Paradigm of Neurocomputation to Address Gestalt properties of perception. http://slehar.com/wwwRel/webstuff/hr1/hr1.html [Accessed April 30, 2021].

Luppi, A. I., Vohryzek, J., Kringelbach, M. L., Mediano, P. A. M., Craig, M. M., Adapa, R., Carhart-Harris, R. L., Roseman, L., Pappas, I., Finoia, P., Williams, G. B., Allanson, J., Pickard, J. D., Menon, D. K., Atasoy, S., & Stamatakis, E. A. (2020). Connectome Harmonic Decomposition of Human Brain Dynamics Reveals a Landscape of Consciousness [Preprint]. Neuroscience. https://doi.org/10.1101/2020.08.10.244459

Ross, S., Bossis, A., Guss, J., Agin-Liebes, G., Malone, T., Cohen, B., Mennenga, S. E., Belser, A., Kalliontzi, K., Babb, J., Su, Z., Corby, P., & Schmidt, B. L. (2016). Rapid and sustained symptom reduction following psilocybin treatment for anxiety and depression in patients with life-threatening cancer: a randomized controlled trial. Journal of psychopharmacology (Oxford, England)30(12), 1165–1180. https://doi.org/10.1177/0269881116675512

Safron, A. (2020). “Strengthened Beliefs Under Psychedelics (SEBUS)? A Commentary on “REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics”” PsyArXiv. November 30. doi:10.31234/osf.io/zqh4b.

Simler, K. (2013). Neurons Gone Wild. Melting Asphalt. https://meltingasphalt.com/neurons-gone-wild/ [Accessed April 30, 2021].

Wu, L., Gomez-Emilsson, A., and Zuckerman, A. (2020). QRI Psychophysics Toolkit, Qualia Research Institutehttps://psychophysics.qualiaresearchinstitute.org

Yaden, D., and Griffiths, R. R. (2020) The Subjective Effects of Psychedelics Are Necessary for Their Enduring Therapeutic Effects. CS Pharmacol. Transl. Sci. 2021, 4, 2, 568–572 https://doi.org/10.1021/acsptsci.0c00194

Welcoming Steven Lehar as a QRI Lineage

by Andrés Gómez Emilsson

Who Is Steven Lehar?

Steven Lehar is many things. A proponent of indirect realism about perception. A champion of analog neural computation based on principles of harmonic resonance. And one of the most insightful and rational psychonauts of all times. His worldview packs a powerful punch of synergistic ideas, and reading his work is a psychoactive experience on multiple levels. Here are some of the highlights that made us decide to include Steven Lehar as a QRI lineage:

“[W]e are living in a scale model, and the scale of the model shrinks progressively with depth, just like a museum diorama, or a theatre set. And at the back plane the scale shrinks to zero, at least in the depth dimension, where everything beyond a certain distance appears flat, as if painted on the dome of the sky. But it only looks that way. It’s an illusion. We know that the world isn’t really warped like that.” Reprinted with permission from “Cartoon Epistemology” by Steven Lehar, p. 12.

Indirect Realism About Perception

Let’s start with indirect realism. This view is often referred to as inferential realismabout perception or representationalism. In simple terms, this view states that all of what you experience (and have ever experienced) exists as an internal representation inside your brain. The representation is absolutely real, but it is not itself the same as the world outside of you. Many people have realized this throughout history such as Immanuel Kant, Edmund Husserl, Bertrand Russell, and John Smythies. Today, the view continues to find proponents such as David Pearce, Donald Hoffman, and Antti Revonsuo. Thus, Lehar has never been alone in advocating for indirect realism. But what Lehar has contributed to the conversation is very substantial: he developed an exquisite map of the geometry and composition of our internal world-simulation that explains it in a way that you will not find anywhere else.

“So visual data is expressed in the visual representation, body posture is represented in the proprioceptive representation, and motor planning is computed in a global motor planning space. But all are coupled to form a single visual/proprioceptive/motor space, which is the space that we experience.” Reprinted with permission from “Cartoon Epistemology” by Steven Lehar, p. 62.

In the world of Steven Lehar, what we are is an analog volumetric bubble of phenomenal qualities made out of several layers interacting with one another (in the image above, the three circles on the left can be thought of as separate layers that combine into the circle on the right). To visualize the shape of our experience (indeed, the shape of us) he often makes an analogy with a diorama: our experience is shaped like a semi-sphere with variable scale. It is finite in volume, yet its peculiar sort of two-and-a-half-dimensional geometry allows it to represent both objects really close and really far at the same time.

In your bubble of experience, things in the distance appear both smaller and appropriately scaled. Indeed, “the point at infinity” is not infinitely far away! It merely represents an infinite distance via a projective trick, but the representation itself is of a finite size! Lehar argues that our experience is not 3D Euclidean, but rather non-Euclidean close to the homunculi (the empty head from which you look out into the world-simulation) and becomes more Euclidean the further away from this head you go.

“A: At first, an infant sees its own hand balloon up to double its size whenever its hand approaches its face. B: Eventually the infant re-maps the scale of its experienced space, allowing the hand to zoom up in sensory size while remaining constant in perceived size. C: But the infant still sees its mother balloon up from a tiny figure in the distance to an all-encompassing form, until D: it learns to re-map even that more distant space to maintain a constant perceived size, although the world outside the window continues to appear as a miniature scale model.” Reprinted with permission from “The Boundaries of Human Knowledge” by Steven Lehar, p. 69.

In some sense, to be a human is to embody a sack of meat. But if we pay really close attention and want to convey the actual structure of our experience, we end up saying that to be a human is to be this weirdly-shaped diorama-like world-simulation! You are not in the Matrix. You are the Matrix, my friend!

Lehar has cultivated and shaped an entire garden of phenomenological insights that emerge when you try to describe “the world” in this way. Just to give an example, a recurring theme in Lehar’s writings is that of “perceptual shadows.” In our world-simulation, we have incredible ray-tracing algorithms that simulate the way light scatters off objects. So we are acquainted with shadows that exist due to the absence of light. But there is also another kind of shadow, which is created when reality is represented using projective geometry: perceptual shadows are the shadows cast by the objects around you when they occlude the objects behind them. A large part of what makes our world-simulation so incredibly compelling is that it deals with missing information in very elegant ways. To understand how it does this, a key insight that Lehar provides is that our world-simulation contains both modal and amodal representations. The modal representations are what we traditionally associate with the senses: colors, sounds, touch, and so on. The amodal representations refer to the implicit geometric layout of the contents of our experience, which remain “dark” until you illuminate them with sensory modalities. This dichotomy allows us to understand why perceptual shadows don’t make objects truly disappear from our world-simulation (as long as we have developed object permanence, that is). The seamless handling of the perceptual shadows caused by occlusions showcases this fact: our phenomenal space contains amodal volumetric representations in addition to the visual “surface representations” we are familiar with. In other words, our inner world-simulation keeps track of rigid bodies even when we can’t see them directly!

A number of spheres floating in space, expressed as modal front surfaces and amodal volumes. If all of the modal surfaces point back towards a single viewpoint, that configuration of modal surfaces itself implies the presence of that viewpoint.” Reprinted with permission from “The Boundaries of Human Knowledge” by Steven Lehar, p. 36.

Another interesting nugget of insight is that in Lehar’s world, forces inside the world-simulation bias your motor actions and this is what renders and implements desire and disgust. In other words, there is something unexpectedly literal about saying that you are “attracted” to someone or something, or that an object or person “repulses” you! The way these forces are implemented can be conceptualized as fields that encode “how you would move at each point”. This proprioception is what guides the movement of our inner amodal avatar and how we plan sequences of actions.

“Motor computation takes the form of spatial field-like forces in that space, that bend the body-image homunculus into different postures.” Reprinted with permission from “Cartoon Epistemology” by Steven Lehar, p. 51F.

Lehar makes us realize that as we navigate our environment, we move along something like a liquid membrane amenable to what feels like volitional influence, which guides our movement. This “force field” lives at the interface between our motor sensations and the volumetric representation of the external environment, and it works as a map between these two modes of experience.

The entire representation is robust in response to the vast majority of common actions we can take. The amodal representations of our environment get projected adequately as we move around and take on a new point of view. Many aspects of our world are rendered as invariant relative to body movement, head movement, or eye movement, and this is one of the ways in which our world-simulation instantiates a realistic experience of (perceptual) object permanence.

Ultimately, Steven Lehar is championing a steelmanned version of indirect realism which goes into much more precise phenomenological detail than any of its predecessors.

One may perhaps complain that Lehar is merely “stating the obvious.” Although indirect realism is a view that in many circles is widely shared and assumed, making it explicit still holds a lot of value. Indeed, Lehar points out that in the majority of the world, there seems to be an unrecognized level of variation in how much direct realism is implicitly believed. I used to be under the impression that most smart people who think about these questions automatically arrive at a view in the space of indirect realism about perception. But Lehar points out that in reality, we see both implicit and explicit direct realism even in places as “advanced” as neuroscience departments. Lehar’s visual demonstrations of indirect realism do an amazing job pointing at this unstated disagreement; indeed, the person sitting right next to you at a conference may in fact be an implicit direct realist about perception! No wonder you were never able to agree on what consciousness is.

The fact that so many people turn out to be unreflective direct realists about perception brings to mind Scott Alexander’s discussion on missing developmental stages (2015; see excerpt in Appendix A). In the piece, Scott Alexander lists four types of understanding that are obvious in retrospect but very commonly missed: “1. Ability to distinguish ‘the things my brain tells me’ from ‘reality’”, “2. Ability to model other people as having really different mind-designs from theirs”, “3. Ability to think probabilistically and tolerate uncertainty”, and “4. Understanding the idea of trade-offs.” In this light, a lot of Steven Lehar’s work focuses on trying to upgrade philosophy, psychology, and neuroscience so that people in those fields intuitively understand the first ability Alexander outlines. Lehar’s corpus is like a remedial class for the slow students of philosophy, if you will—helping them through the whole developmental process by making it easier to digest. Thus, Lehar’s work can help us systematically update all kinds of philosophical, psychological, and neuroscientific arguments by exposing them to a high level of clarity and rigor concerning indirect realism. This process clarifies a huge amount of confusion and paradoxes many people in these fields are often consumed by.

In practice, if you listen to the questions in the Q&A portion of panels about consciousness at conferences, or read between the lines in journals of philosophy, neuroscience, and even AI, you will find that a large proportion of the speakers, writers, and attendees do work under the assumption of direct realism about perception. Even if only 30% of people at science conferences are implicit direct realists (which would be a conservative estimate), we would still expect no shortage of resistance and controversy when indirect realism is brought up. My personal experience is that often at these events, it is precisely when the conversation starts to get very good and become high quality that someone who doesn’t “get it” inevitably derails the conversation with questions typical of a direct realist. And while diversity of opinion can at times be an asset, my experience is that the most satisfying, useful, and consequential conversations are precisely those that take place between people who share almost all background philosophical assumptions. This more often than not gives me the impression that grouping people who are at similar developmental levels (in the realm of philosophy) would likely generate more useful discussions. Not that it isn’t fun to get people with widely different points of view together and get them all mixed up: it is always fascinating to observe the dialectical turbulence that ensues. But a serious investigation calls for more explicit foundational agreement on many levels. As much as I actively enjoy the state of consciousness induced by attending The Science of Consciousness (Gomez Emilsson, 2016a) conference (and delight in its unlikely yet amazing cultural products), I cannot shake off the impression that there is a lot of friction in conversations caused by the vast mismatches between the background assumptions of the participants. A conference that brings together over a thousand participants interested in consciousness from disciplines like philosophy, psychology, and artificial intelligence without any filter for background assumptions is a wonderful recipe for a trippy time. One would hope it could also generate conversations where consensus is achieved. It is in contexts like this where the tireless work of Steven Lehar—explaining in astonishing detail the various components and properties of our experience (and its peculiar artifacts) in order to make it as clear as possible that all we ever experience is an inner world-simulation—is extremely valuable at the community level. Seriously, printing massive copies of Lehar’s Cartoon Epistemology (2003) and installing them in a hall of the conference lobby would be an excellent way to increase the quality and clarity of the discussions.

This fact alone makes him someone we are happy to include as part of our lineages. Having “Lehar-aware” conversations about consciousness often takes people to the next level quickly. At QRI, we want to endorse having these ideas in the background along with the key insights obtained from each of the other lineages when creating the conditions for a qualia formalist science of consciousness (Gomez Emilsson, 2018a). 

But wait, there is more!

Analog Neural Computation Using Principles of Harmonic Resonance

The very heart of Lehar’s work outlines how harmonic resonance shows up as a principle of self-organization in the mind.

“A: A periodic banded pattern revealed by chemical staining emerges in a developing embryo, due to a chemical harmonic resonance whose standing waves mark the embryonic tissue for future growth. B: This chemical harmonic resonance has been identified as the mechanism behind the formation of patterns in animal skins, as well as for the periodicity in the vertebrae of vertebrates, the bilateral symmetry of the body plan, as well as the periodicity of the bones in the limbs and fingers. C: Murray shows the connection between chemical and vibrational standing waves by replicating the patterns of leopard spots and zebra stripes in the standing wave resonances in a vibrating steel sheet cut in the form of an animal skin.” Reprinted from “Harmonic Resonance Theory” by Steven Lehar.

Steven Lehar argued against the (at the time) prevailing neuron doctrine of neural computation which states that the contents of our experience are the result of the activity of highly discrete and individualized neurons that “encode” high-level features (such as a “grandma cell”). Importantly, Lehar points out that there is a key distinction between “rendering” an experience and merely “encoding” it. If you look for neurons that get activated if and only if a certain experience is happening you will be inadvertently mapping out how the brain encodes information rather than how it renders it. Failing to make this distinction will trap you in a worldview that is extremely hard to square with phenomenological facts. Of note is that our internal representations are flexible, a fact that the neuron doctrine finds really difficult to account for. As he puts it in “Harmonic Resonance Theory”:

There are several properties of the harmonic resonance model that are suggestive of human recognition. Unlike a rigid template, the pattern defined by a standing wave representation is elastic and adaptive. This can be seen in the manner that the spatial patterns of animal skins are defined. The parameters of the reaction-diffusion that distinguish between the spots and stripes of the tiger, zebra, leopard, and giraffe are encoded as general rules for the generation of those patterns rather than as a spatial template of any one such pattern. For example if a spot or stripe were to be fixed at one point as the pattern was emerging, the rest of the pattern would redistribute itself to adapt to that fixed feature while maintaining the general character of the encoded pattern. This invariance in the representation allows one set of parameters to generate an infinite variety of exemplars of any particular pattern type, or to adapt most flexibly to any fixed constraints or boundary conditions. (Lehar, 1999)

This flexibility of our internal representations is essential for understanding how the brain solves the “binding problem”: how is it possible that distributed neuron firings can simultaneously contribute to a unified internal representation? Indeed, Lehar takes the binding problem seriously and his solution involves resonance across spatial and temporal levels. This way, one can get representations that “lock in” low-level features to the high-level phenomenal objects that integrate them. In turn, our world-simulation works in a holistic fashion: every part of it pulls and pushes every other part of it. He explains it well in this interview:

Q: What would be the new paradigm in neuroscience? 

A: The first thing that it will change is our concept of how the brain works. Right now we are in a neuro-reductionist era where people are making probes ever smaller and smaller to read into tinier and tinier parts of the brain and read the signal there and try to make some kind of sense out of it. The paradigm that they are thinking is discrete connections between individual neurons mediated by synapses. And separate individual signals going every different direction. What we see in consciousness is a much more holistic process. Something like water seeking its own level in a vessel, where the final state of the water depends on every position of every other molecule. If you change one portion, scoop out some water in one place or dump some in some other place, every single molecule in the bath quickly readjusts itself in order to seek a new level. It is a different paradigm of computation. It is what the gestaltists proposed: field theories of mind, not in the terms of fields of mental energy propagating out into the world, but fields of physical energy in the brain interacting with each other in a holistic manner the way that water seeks its own level in a vessel. (Sandu, 2016)

In Lehar’s world, the three-dimensional volumetric representations that we experience “around us” are internal representations made with a hierarchy of patterns of resonance which are mode-locked with one another. From the tiniest detail to the broadest outline, when we experience a phenomenal object as “rigid”, we are in fact experiencing a complex network of resonating patterns locked in place as a stable “solution” of a network of tuned oscillators. In other words, the binding problem is solved explicitly by hierarchical resonance at all levels. This model can explain many of the bizarre effects of psychedelics (which we’ll discuss further below) in terms of a decoupling between the resonance of the different levels! Or as Lehar would put it, “everything on LSD looks like a Fourier representation with the high-frequencies chopped off”, meaning that the fine details that would usually cancel out the broad repeating patterns of low-frequency resonance are desynchronized, and thus objects look as if they were filled with symmetrical and resonating filigree patterns!

Since Lehar worked on “Harmonic Resonance Theory,” there have been many advancements in neuroscience and the field of AI. In particular, two very noteworthy connections should be highlighted. The first is the work of Selen Atasoy (who is also one of QRI’s lineages) on connectome-specific harmonic waves (2016). Atasoy, like Lehar, identified principles of harmonic resonance in physics and biology (such as Murray’s leopard spots and zebra stripes in the standing waves of vibrating sheets of steel) and decided to apply them to the brain. Unlike Lehar, Atasoy found an empirically measurable aspect of the brain amenable to this kind of modeling: the connectome. Thus, Atasoy’s work enables the study of the standing waves that Lehar hinted at qualitatively, but now in an empirical and quantitative way.

“(a) Laplace eigenfunctions revealing the mechanical vibrations of rectangular metal plates (1st row)—first demonstrated by Ernst Chladni as patterns formed by sand on vibrating metal plates—and metal plates shaped as mammalian skin (2nd row) resembling different mammalian coat patterns for different frequency vibrations [sic] as well as electron orbits of the hydrogen atom computed by time-independent Schrödinger’s wave function (3rd row)—shown with increasing energy from left to right—and patterns emerging in electromagnetic interactions between laser-excited ion crystals (last row) (images adapted from). (b) Workflow for the construction of macroscale connectome model. The graph representation was formed by connecting each node sampled from the cortical surface with its immediate local neighbours and by further including the long-range connections between the end points of the cortico-cortical and thalamo-cortical fibres. (c) Examples from the 20 lowest frequency connectome harmonics. Left: wave number. Right: spatial patterns of synchronous oscillations estimated by the eigenvectors of the connectome Laplacian.” Reprinted from “Human brain networks function in connectome-specific harmonic waves” in Nature Communications by Selen Atasoy et al.

In this way, the work of Atasoy and Lehar can be thought of as complementary rather than redundant: Lehar brings the phenomenological observations and arguments whereas Atasoy comes up with the precise empirical quantitative paradigm. Along these lines, we can already see possible extensions of this work. Namely, as we find more core structural scaffolds of the nervous system, we can examine them in light of a paradigm of harmonic resonance by building high-definition structural models, empirically extracting their corresponding wave equations, and then numerically approximating the emergent resonant modes of such structures. The beauty of this paradigm is that suddenly, large amounts of self-organizing complexity can be compressed in terms of weighted sums of harmonic resonant modes. At QRI, we consider this general paradigm to be extremely promising and endorse exploring how the overlap between these two great researchers leads to novel models of neural computation. 

The second development that is important to point out is how advancements in artificial neural networks seem to have brought back the neuron doctrine with a vengeance. You get the impression that feature visualization techniques (Olah et al., 2017) allow us to make sense of what each neuron in a network “does.” Recent work at OpenAI takes this further and identifies recurring principles of self-organization that emerge in artificial neural networks (i.e. circuit motifs (Olah et al., 2020)).

The key to make sense of this is to recall the distinction between encoding and rendering. In Lehar’s world, populations of neurons that implement specific kinds of pattern recognition are in fact tuned resonators. Think of these resonators as having the function of adding clamps or pinches to a vibrating Chladni plate: the actual experience being rendered is the pattern of standing waves that emerge from the pinched plate, not the pinches themselves. While there is an extremely detailed correspondence between the content of experience and these clamps, what the experience is requires the pattern of standing waves to happen. Thus, insofar as artificial neural networks do not bring about such standing waves, they will simply and forever fail to render the contents of any experience.

“A: A bank of tuned resonators tuned to the frequency of three specific standing wave patterns are coupled to the plate to behave as feature detectors, that become active whenever their pattern of standing waves is present on the plate. B: The system automatically performs reification with recognition, for the activation of any of the resonators regenerates its characteristic standing wave pattern back on the plate. C: If the plate is resting on rubber ridges in the form of one of the standing wave patterns, the ridges behave as an input pattern, forcing the resonance on the plate to conform to the pattern of the input.” Reprinted with permission from “Harmonic Resonance Theory” by Steven Lehar.

Naturally, this is a testable view, since we can in principle manipulate the standing wave patterns directly (with e.g. transcranial magnetic stimulation). At QRI, we expect that in the future, this distinction will be extremely important. Without it, we would be at risk of thinking that specific computations done in digital computers entail qualia even though there is in fact no “rendering of experience” going on at all in the computational system as a whole.

A final note on this discussion is that Steven Lehar also has a theory of aesthetics. Foreshadowing the Symmetry Theory of Valence, first suggested by Johnson (2016), Lehar proposes a theory of aesthetics based on principles of harmonic resonance that explains our preference for symmetrical patterns. See the excerpt below titled “A Psycho-Aesthetic Hypothesis” in Appendix A. Thus, another key parallel between Lehar’s work and our models at QRI is that we have a non-standard interpretation of neuroanatomical functional localization. In particular, we think that the impression that “pleasure is what goes on in the pleasure centers” is at least in part an artifact of our measuring tools. As Michael Johnson postulates, the reason why activating the pleasure centers feels good is because they are strategically positioned in such a way that you get large-scale (consonant) resonance across the brain. In other words, the pleasure centers are “tuning knobs” for global synchrony in the brain! Thus, they are a kind of “master clamp” for harmonic resonance in the brain. What feels good is such resonance and not the activation of the pleasure centers per se. Don’t expect to find “beauty” in a single neuron; both Lehar and QRI will be quick to point out that beauty is a holistic property of a holistic system!

But wait, there is more!

Rational Psychonaut

Steven Lehar is a rational psychonaut: many of his insights are the result of paying close attention to the way specific aspects of experience break down under various states of consciousness. More so, Lehar’s clarity about indirect realism makes him a rather unusual and valuable psychonaut. As he points out, when you take a psychedelic you either “discover a new and deeply mysterious portal to a parallel dimension of reality like John Lilly, Timothy Leary, and Terrence Mackenna” or you realize that the features of your inner world-simulation are changing in ways that give the impression that alternate realities exist (Lehar, 2019). In other words, implicit theories of perception influence how one interprets alien state-spaces of consciousness! For example, even Albert Hoffman seemed to have been working under the implicit assumption of direct realism about perception:

If one continues with the conception of reality as a product of sender and receiver, then the entry of another reality under the influence of LSD may be explained by the fact that the brain, the seat of the receiver, becomes biochemically altered. The receiver is thereby tuned into another wavelength than that corresponding to normal, everyday reality. Since the endless variety and diversity of the universe correspond to infinitely many different wavelengths, depending on the adjustment of the receiver, many different realities, including the respective ego, can become conscious. (Hofmann, 1980)

Talking about psychedelic states of consciousness in light of indirect realism is really refreshing. Now, I am not saying that productive discussions within a direct realism framework cannot be had. But we often find that many unproductive discussions are the result of having a (implicit) direct realist and an (implicit) indirect realist analyze psychedelic experiences without knowing that they don’t share the same key background philosophical assumption. And this is the state of the discourse today! This muddled situation manifests all the way into presentations at the Psychedelic Science and Horizons conferences, for example, where presentations typically straddle between these views. The ambiguity tends to be better received by the audience; leaving implicit background assumptions unchallenged avoids conflict but slows down progress. So the state of the discourse is one where ambiguity about this is rewarded! No wonder the field is so confused and confusing. And in turn we find ourselves endlessly debating the “external reality” of DMT elves rather than moving on to talk about more productive questions such as the geometry, valence, and computational properties of the hallucinated worlds (Gomez Emilsson, 2019).

Of course in reality there are many “middle points” between direct and indirect realism with regards to models of psychedelic action. A hybrid view that a lot of people seem to implicitly hold is one where all we ever experience are the contents of our internal world-simulation, but that some “channels” of this inner world-simulation can be mode-locked with external “subtle” phenomena (e.g. explaining “contact high” as a “subtle body resonance between people”). That said, applying Occam’s razor, it is rational to first try to explain the zoo of psychedelic effects (Gomez Emilsson, 2016b) in terms of changes to the parameters of our inner world-simulation, and only when we cannot explain some phenomena, return to alternative explanation spaces. What Steven Lehar and other rational psychonauts highlight is that the original psychedelic visionaries seemed to have “given up” too quickly on an indirect realist model (or perhaps they were always implicit direct realists on some level). It is refreshing and reassuring to read Lehar’s comments about having experienced things like “out of body experiences,” “bilocation,” “fragmentation of the point of view,” “telepathy,” and so on and yet continue to interpret these phenomena in light of parameter changes inside a world-simulation. It shows that one can indeed stay rational, analytical, and grounded even after experiencing the extremely exotic states of consciousness psychoactives can trigger.

In his book The Grand Illusion (2010), Lehar walks us through his journey as a psychonaut. It would not be an exaggeration to say that this work is one of the absolute best pieces of content concerning the phenomenology of altered states of consciousness induced by psychoactive drugs. The entire book is filled with keen, poignant, and crisp observations which are “obvious in retrospect” yet easy to miss in the moment. To name a few:

  1. Point of view fragmentation is a phenomenon that happens on psychedelics where your visual field segments into various parts, each with its own projective point of perspective. Lehar explains that one can modulate this phenomenon by the extent to which one relaxes and unfocuses versus how much one moves around and interacts with the world: “This discovery greatly enhanced my ability to explore the deeper spaces of consciousness revealed by the drug, while providing an insurance against the natural panic that tends to arise with the dissolution of the self, and the world around you. It allowed me to descend into the depths of the experience while maintaining a life line back to consensual reality, like a spelunker descending into the bowels of the deep underground cavern of my mind, while always able to return safely to the surface. And what a splendid and magnificent cavern it was that I discovered within my mind!” (p. 23-24). 
  2. Lehar’s ideas about annealing in the context of ketamine foreshadowed QRI’s framework of neural annealing (Johnson, 2019) and Carhart-Harris’ model of entropic disintegration (Carhart-Harris et al., 2014) by many years: “The totally confused clamped-down experience described above, applies only to the first phase of the Ketamine high. After maybe a dozen or so Ketamine experiences, I began to see a larger pattern in it, as whatever it was that clamped my thoughts slowly began to loosen its grip during the time course of each trip, and my thoughts gradually felt ever more freedom of motion, as first (metaphorically speaking) I could move my hands and feet, then my arms and legs, then my head, and eventually my whole body was released from the grip of the drug and slowly returned to normal integrated consciousness. The last stages, just before a rather abrupt and stepwise return to normal awareness, were the most emotionally powerful and stupendously magnificent, as the largest chunks of reality finally coalesced into an integrated experience” (p. 81).
  3. According to Lehar, MDMA’s nystagmus is just a special case of a more general jittering that MDMA causes in one’s inner world-simulation across the board: “[T]here is a kind of jitteriness across the whole visual field. And this jitteriness is so pronounced that it can manifest itself in your eyeballs, that jitter back and forth at a blinding speed. If you relax, and just let the jitters take over, the oscillations of your eyes will blur the whole scene into a peculiar double image. But if you concentrate, and focus, the ocular jitter can be made to subside, and thus become less noticeable or bothersome. One of my friends got the ocular jitters so bad that he could not control them, and that prevented him from having a good time. That was the last time he took ecstasy. I however found it enchanting. And I analyzed that subtle jitteriness more carefully. It was not caused exclusively by jittering of the eyeball, but different objects in the perceived world also seemed to jitter endlessly between alternate states. In fact, all perceived objects jittered in this manner, creating a fuzzy blur between alternate states. This was interesting for a psychonaut! It seemed to me that I could see the mechanism of my visual brain sweeping out the image of my experience right before my eyes, like the flying spot of light that paints the television picture on the glowing phosphor screen. The refresh rate of my visual mechanism had slowed to such a point as to make this sweep visible to me” (p. 60).
  4. Lehar offers a unique interpretation of how LSD and MDMA interact with one another which is compatible with our model of negative valence as neural dissonance (Gomez Emilsson, 2017a): “Under LSD and ecstasy I could see the flickering blur of visual generation most clearly. And I saw peculiar ornamental artifacts on all perceived objects, like a Fourier representation with the higher harmonics chopped off. LSD by itself creates sharply detailed ornamental artifacts, like a transparent overlay of an ornamental lattice or filigree pattern superimposed on the visual scene, especially in darkness. Ecstasy smooths out those sharp edges and blurs them into a creamy smooth rolling experience” (p. 61).
  5. Lehar identified a family of states of consciousness where the content of experience is modifiable at will. He coined the term “Free-wheeling hallucinations” to refer to this state (hear his description in an interview). And see my detailed discussion (Gomez Emilsson, 2021) about free-wheeling hallucinations. Here’s the original quote: “[DXM] gives you the power to produce full free-wheeling hallucinations on demand! You can experience virtually anything you want, if you can just imagine it! Those of you who are familiar with the phenomenon of lucid dreaming, the ability to have startlingly real and vibrant dreams which can also be brought under voluntary control, already know of this wonderous capacity of the human mind, to build complete synthetic hallucinated worlds of visual experience every bit as vivid and apparently real as the waking world. If nothing else, this should clearly clinch the case for the World In Your Head” (p. 63-64).

And so much more. So, do me a favor and next time you experience a free-wheeling hallucination, please construct a virtual Steven Lehar and let him guide you through its parameter space! “Move the force-field flow over here into there and ta-da, you get this vortex effect! Now create a box and try to listen to it! Use that sound to shape this chair over here – doesn’t it become more box-like? How fascinating, isn’t it?” In fact, why not construct a whole “museum of the mind” in one’s free-wheeling hallucination? A kind of Disneyland but for exotic phenomenal objects! If you do this, please say hi to Steve from us!

Adjacent to his work as a rational psychonaut, Lehar produced a fascinating essay on the topic of alien contact (Lehar, n.d.). I consider that piece to be a wonderful “memetic vaccine” against some of the possible failure modes of psychonautical investigation. As it turns out, an explosive combination of implicit direct realism, high-energy, high-definition experience, and the natural human need to feel really important makes it so that a large fraction of people who experiment with DMT end up believing that they are contacting entities from another dimension. Now, we know that Lehar interprets such experiences of alien contact to be all “in your head.” But even if they weren’t, Lehar urges caution! He argues that even if the elves were mind-independent, you probably wouldn’t want to ally with them. Why? Because they are likely to be extremely persuasive marketeers rather than actual helpers or saviors. Lehar is not persuaded by the Siren Calls of the DMT machine elves and neither should you be. Else, we may simply end up doing the bidding of these creatures, which would more likely than not result in preparing the conditions for their replication (see Consciousness vs. Pure Replicators (Gomez Emilsson, 2017b)). Now that’s some serious resolve for being “the adult in the room” of psychonauts!

Virtual Reality panel: Paavo Pylkannen, Steve Lehar, Maria Sanchez-Vives at Towards the Science of Consciousness 2006. Reprinted with permission from “Photos from Tucson 2006” by David Chalmers.

Miscellaneous

Lehar’s world is really vast, and what we have outlined above just scratches the surface of the musings of a great thinker (see Clifford Algebra: A visual introduction (Lehar, 2014)). In reality, Lehar has given thought to pretty much every area of philosophy (for Lehar’s views on eternalism vs. presentism, see the “Frozen Time” excerpt in Appendix A). A stark example for me that demonstrates how vast his sphere of thought is and how far it reaches is that when I first contacted him, I mentioned that I was thinking of ways to represent 3D hyperbolic space with gradient index optics (Gomez Emilsson, 2018b). In turn, he mentioned that he had already also considered something similar and that I could in fact find an old discussion of his in one of his books about the topic (see: picture below). This exchange, among others, is what made me feel that QRI and Lehar are indeed really hanging out on the same wavelength across many dimensions of thought.

“Standing wave resonance patterns viewed in cross-section of an infinite bounded sphere in which  the refractive index varies with distance from the center, reaching infinite refractive index (zero wave propagation velocity) at the bounding surface of the sphere. A: Concentric pattern. B: Linear perspective pattern. C: Checkerboard pattern. D: Hexagonal pattern. E: Higher harmonics on a hexagonal pattern. F: Higher harmonics on a checkerboard pattern.” Reprinted with permission from Harmonic Resonance in the Brain, Chapter 3, Figure 3.15 p. 34 (not available online) by Steven Lehar.

How the Work of Steven Lehar Interacts with Other QRI Lineages

David Pearce would point out that hedonic tone is an extremely important aspect of our world-simulation! You see, the rabbit hole goes deeper. If you are repulsed by the idea of indirect realism about perception because it makes you feel like a prisoner of your mind, it will turn out that you are now under the spell of an implicit direct realism about the connection between ideas and hedonic tone. In a happy and ecstatic state, you can in fact experience the idea of the world in your head as rather funny, curious, and perhaps even comforting! So the way in which ideas get represented includes a whole gamut of shades of affect that “paint” them. From hilarity to existential dread, the affective component of experience is coercive in how it shapes our interpretations of reality. Thinking about deep questions can give you the impression that the world is scary and unsettling or mysterious and amazing, all depending on your mood. The task of paradise engineering is not to be realized by modifying the external world (or at least that’s not at the heart of the transformation). Rather, it is about zoning in on the affective texture of experience and finding functional substitutes devoid of misery. Really, in this light, paradise engineering is just extremely advanced interior design.

Similarly, we find a lot of overlap and complementarity between Lehar’s work and other QRI lineages. As we continue to weave together these diverse models of neural computation, we expect to see a lot of synergy emerge. In time, we will outline how each component of the ecosystem synergizes with the rest. For now, please join me in welcoming Steven Lehar to our lineages! Welcome, Steven!

Acknowledgements

Many thanks to Andrew Zuckerman for providing comments and edits to this essay. Also thanks to Anders Amelin and Maggie Wassinge for pointing out the lineage-worthy contributions of Steven Lehar.

References

Alexander, S. (2015). What Developmental Milestones Are You Missing?. Slate Star Codex. https://slatestarcodex.com/2015/11/03/what-developmental-milestones-are-you-missing/

Atasoy, S., Donnelly, I., & Pearson, J. (2016). Human brain networks function in connectome-specific harmonic waves. Nature communications, 7(1), 1-10.

Carhart-Harris R. L., Leech R., Hellyer P. J., Shanahan M., Feilding A., Tagliazucchi E., et al. (2014). The entropic brain: a theory of conscious states informed by neuroimaging research with psychedelic drugs. Front. Hum. Neurosci. 8:20. 10.3389/fnhum.2014.00020 

Gomez Emilsson, A. (2016). Qualia Computing in Tucson: The Magic Analogy. Qualia Computing. https://qualiacomputing.com/2016/05/01/qualia-computing-in-tucson-the-magic-analogy/

Gomez Emilsson A. (2016). Algorithmic Reduction of Psychedelic States. Qualia Computing. https://qualiacomputing.com/2016/06/20/algorithmic-reduction-of-psychedelic-states/

Gomez Emilsson, A. (2017). Quantifying Bliss. Qualia Research Institute. https://www.qualiaresearchinstitute.org/s/Quantifying-Bliss.pdf

Gomez Emilsson, A. (2017). The Universal Plot: Part I – Consciousness vs. Pure Replicators. Qualia Research Institute. https://www.qualiaresearchinstitute.org/s/The_Universal_Plot__Part_I___Consciousness_vs__Pure_Replicators.pdf

Gomez Emilsson, A. (2018). Qualia Formalism in the Water Supply: Reflections on The Science of Consciousness 2018. Qualia Computing. https://qualiacomputing.com/2016/05/01/qualia-computing-in-tucson-the-magic-analogy/

Gomez Emilsson, A. (2018). Materializing Hyperbolic Spaces with Gradient-Index Optics and One-Way Mirrors. Qualia Computing. https://qualiacomputing.com/2018/08/19/materializing-hyperbolic-spaces-with-gradient-index-optics-and-one-way-mirrors/

Gomez Emilsson, A. (2019). The Hyperbolic Geometry of DMT Experiences (@Harvard Science of Psychedelics Club). Qualia Research Institute YouTube channel. https://youtu.be/loCBvaj4eSg

Gomez Emilsson, A. (2021). Free-Wheeling Hallucinations: Be the Free-Willed God of Your Inner World-Simulation. Andrés Gómez Emilsson YouTube channel. https://youtu.be/o1wjDOwXjY4

Hofmann, A. (1980). LSD: my problem child. Psychedelic Reflections, 24.

Johnson, M. (2016). Principia Qualia. Open Theory. https://opentheory.net/PrincipiaQualia.pdf

Johnson, M. (2019). Neural Annealing: Toward a Neural Theory of Everything. Qualia Research Institute. https://www.qualiaresearchinstitute.org/s/Neural-Annealing.pdf

Lehar, S. (1999). Harmonic Resonance Theory: An Alternative to the “Neuron Doctrine” Paradigm of Neurocomputation to Address Gestalt properties of perception. Steven Lehar’s Homepage. http://slehar.com/wwwRel/webstuff/hr1/hr1.html

Lehar, S. (2002). The Function of Conscious Experience: An Analogical Paradigm of Perception and Behavior. Steven Lehar’s Homepage. http://slehar.com/wwwRel/webstuff/consc1/consc1a.html

Lehar, S. (2003). Cartoon Epistemology. Steven Lehar’s Homepage. http://slehar.com/wwwRel//cartoonepist/cartoonepist62.html

Lehar, S. (2004). The Boundaries of Human Knowledge: A Phenomenological Epistemology or Waking Up in a Strange Place. Steven Lehar’s Homepage. http://slehar.com/wwwRel/webstuff/book2/Boundaries.html

Lehar, S. (2014). Clifford Algebra: A visual introduction. Steven Lehar’s Blog. https://slehar.wordpress.com/2014/03/18/clifford-algebra-a-visual-introduction/

Lehar, S. (2010). The Grand Illusion: A psychonautical odyssey into the depths of human experience. Steven Lehar’s Homepage. http://slehar.com/wwwRel/GrandIllusion.pdf

Lehar, S. (2019, November 30). Steven Lehar – Do We Live in the Real World? (@Harvard Science of Psychedelics Club). Zuck This YouTube channel. https://youtu.be/WPZ9WMvtbi0

Lehar, S. (n. d.). Alien Contact- it won’t happen the way you expect!. Steven Lehar’s Homepage. http://slehar.com/wwwRel/webstuff/space/aliens.html

Lehar, S. (n. d.) The Two Worlds of Reality. Steven Lehar’s Homepage. http://slehar.com/wwwRel//webstuff/book/chap1.html

Olah, C., Mordvintsev, A., Schubert, L. (2017). Feature Visualization: How neural networks build up their understanding of images. Distill. https://distill.pub/2017/feature-visualization/

Olah, C., Cammarata, N., Schubert, L., Goh, G., Petrov, M., Carter, S. (2020). Zoom In: An Introduction to Circuits. Distill. https://distill.pub/2020/circuits/zoom-in/

Sandu, Alin. (2016, February 7). Nondualita – STEVEN LEHAR  [Video]. YouTube. https://youtu.be/JQ51vrnbAHA

Appendix A: Excerpts

The Dimensions of Conscious Experience 

Quote from page 21 of “The Function of Conscious Experience” by Steve Lehar:

Once we accept the fact that the world of visual consciousness is a pattern of energy in our physical brain, we can begin to examine that conscious experience to see what it might tell us about its neurophysiological correlate. The practice of phenomenology for investigating mental function was more popular before modern neuroscience introduced a new concept of neurocomputation that seems inconsistent with phenomenological observation. (Vernon 1937, 1952, Gregory 1981, Ramachandran & Blakeslee 1998, Smythies 1953, 1988, 1994, 1999, Koffka 1935, Köhler 1924) The most basic and salient fact of visual consciousness is that it appears as a three-dimensional spatial structure (Vernon 1952, p. 81- 92). More specifically, the phenomenal world is composed of solid volumes, bounded by colored surfaces, embedded in a spatial void. Every point on every visible surface is perceived at an explicit spatial location in three-dimensions (Clark 1993), and all of the visible points on a perceived object like a cube or a sphere, or this page, are perceived simultaneously in the form of continuous surfaces in depth. The perception of multiple transparent surfaces, as well as the experience of empty space between the observer and a visible surface, reveals that multiple depth values can be perceived at any spatial location. The information content of perception can therefore be characterized as a three-dimensional volumetric data structure in which every point can encode either the experience of transparency, or the experience of a perceived color at that location. Since perceived color is expressed in the three dimensions of hue, intensity, and saturation, the perceived world can be expressed as a six-dimensional manifold (Clark 1993), with three spatial and three color dimensions.

The Cartesian Theatre and the Homunculus Problem 

Quote from pages 21-22 of “The Function of Conscious Experience” by Steve Lehar:

This “picture-in-the-head” or “Cartesian theatre” concept of visual representation has been criticized on the grounds that there would have to be a miniature observer to view this miniature internal scene, resulting in an infinite regress of observers within observers. However this argument is invalid, for there is no need for an internal observer of the scene, since the internal representation is simply a data structure like any other data in a computer, except that this data is expressed in spatial form. If the existence of a spatial data structure required a homunculus to view it, the same objection would also apply to symbolic or verbal information in the brain, i.e. epistemic as opposed to sensory perception, which would also require a homunculus to read or interpret that data. In fact any information encoded in the brain needs only to be available to other internal processes rather than to a miniature copy of the whole brain. To deny the spatial nature of the perceptual representation is to deny the spatial nature so clearly evident in the world we perceive around us. To paraphrase Descartes, it is not only the existence of myself that is verified by the fact that I think, but when I experience the vivid spatial presence of objects in the phenomenal world, those objects are certain to exist, at least in the form of a subjective experience, with properties as I experience them to have, i.e. location, spatial extension, color, and shape. I think them, therefore they exist. All that remains uncertain is whether those percepts exist also as objective external objects as well as internal perceptual ones, and whether their perceived properties correspond to objective properties. But their existence in my internal perceptual world is beyond question if I experience them, even if only as a hallucination.

Frozen Time

Quote from pages 67-68 of “The Boundaries of Human Knowledge: A Phenomenological Epistemology or Waking Up in a Strange Place” by Steven Lehar:

If time were a frozen dimension as proposed above, that would do considerable violence to our everyday notions of causality, and thereby radically alter our view of all causal explanations. For example the first, most basic feature of causality is that matter that exists has a tendency to continue to exist. (unless it happens to decay into energy, which then also continues to exist) In frozen space-time, this means that particles of matter no longer appear as points moving through empty space, but they become long spaghetti strands extending continuously through the time dimension. The causal property of persistence has thereby been transformed into a geometrical or structural feature in frozen spacetime, something like the logic of static structures, whereby a block will never be found hanging unsupported in space, but must always be supported by other blocks that rest on still other blocks all the way down to the supporting ground. Likewise, the explanation for the logic of evolution is dramatically altered when viewed in frozen spacetime. It can no longer be said that if an organism adapts to its environment it will continue to propagate, otherwise it will go extinct. Instead, we would have to say that there are many parallel and branching threads of life from the first living thing stretching on toward the future, together with countless side-branches of life that peter out because they don’t stretch forward in time toward the future, but break up into disorganized lifeless matter. The conventional causal explanation becomes as tautological in frozen spacetime as saying that the only branches of a tree that grow to great heights are those that grow upward, otherwise they never grow to great heights. A causal law has been transformed into a structural feature of the time-line of life. I do not propose that the static formulation of frozen space-time is necessarily more correct or veridical than the conventional flowing time explanation, but rather that there is no way in principle for us to comprehend something as fundamental as time, and the frozen time explanation may well be just as far from the ‘truth’ as the conventional flowing time explanation. The point is that there can be alternative explanations of reality that are as profoundly different in their assumptions and their manner of explaining that reality as are the flowing and frozen time explanations, and yet they are also in some sense equivalent, because the structural laws of the frozen time explanation correspond exactly to the causal law of the flowing time explanation, although expressed in a completely different form. So it may be that the realist explanation of the world in terms of flowing time and causality is both an accurate reflection of the causal laws of the noumenal world, while at the same time being as fundamentally different and thus ‘wrong’ in its expression of those laws as the difference between the flowing-time and the frozen-time explanations of reality. Thus the realist and the idealist are both right, our perception of the dimensions of reality are both an accurate reflection of the world as it really is, as must necessarily be the case for perception to be evolutionarily adaptive, and at the same time there is truly nothing we can know about the true nature of the noumenal world as it really is, it may be as different from our phenomenal experience as is the frozen spacetime world to the flowing-time causal world.

A Psycho-Aesthetic Hypothesis

Quote from The Two Worlds of Reality by Steven Lehar:

The harmonic resonance theory of neurocomputation also accounts for a number of other aspects of human experience which have never found a satisfactory explanation elsewhere. For the most prominent characteristics of harmonic resonance are symmetry and periodicity of the standing wave patterns both in space and in time. It turns out that symmetry and periodicity have very special significance in human experience, for these properties are ubiquitous in human aesthetics, as seen in the symmetrical and periodic patterns of design used in all cultures throughout human history to decorate clothing, pots, tools and other artifacts, especially items of special symbolic or religious significance. Symmetry and periodicity are also prominent features of architecture, music, poetry, rhythm, and dance. In chapter 11 I propose a psycho-aesthetic hypothesis, whereby any principles of aesthetics that are found to be universal across all human cultures, are thereby indicative of properties that are fundamental to the human mind itself, rather than a cultural heritage. I propose therefore that the symmetry and periodicity in art and music are aesthetically pleasing exactly because they are easily encoded in the periodic basis function offered by the harmonic resonance representation.

Besides providing collateral support for the harmonic resonance theory, the psycho-aesthetic hypothesis can be inverted to identify even more properties of mental function than those revealed by phenomenological analysis alone. For the primitives of the visual arts, music, and dance, can be seen as evidence for the nature of visual, auditory, and motor primitives in the brain. This in turn suggests a periodic basis set in perception, in the nature of a Fourier code. The advantage of a periodic basis set is that when a match is found to an input pattern, the periodic basis set automatically extrapolates that pattern outward in space and time, reifying the unseen portions of the pattern on the basis of the sample present in the input. This perceptual extrapolation explains the amodal completion of hidden portions of perceived objects and surfaces in the world. Evidence for this periodic basis set can be seen even in the abstract world of mathematics, where the periodicity inherent in the number line reflects an attempt to quantify the world in terms of periodic patterns. This insight serves to unite the fields of science and aesthetics, and reveals mathematics as a more abstracted refinement of the same principles observed in the visual and musical arts, which in turn are merely a more abstracted refinement of the principles behind visual and auditory perception, as discussed in chapter 11. The harmonic resonance theory also offers an explanation for one of the most enduring mysteries of human experience, which is the question of why resonances in musical instruments and the rhythmic beating of drums have such a powerful ability to evoke the deepest emotional response in the human soul. I propose that the musical instrument represents man’s first modest success at replicating the physical principle behind biological computation, and the strong emotional response evoked by these inanimate resonances reflects an unconscious recognition of the essential affinity between mind and music.

What Developmental Milestones Are You Missing?:

Quote from What Developmental Milestones Are You Missing? by Scott Alexander:

I remember reading through Korzybski’s giant blue book of General Semantics, full of labyrinthine diagrams and promises that if only you understood this, you would engage with the world totally differently, you’d be a new man armed with invincible cognitive weapons. And the key insight, maybe the only insight, was “the map is not the territory”, which seems utterly banal.

But this is a self-environment distinction of exactly the sort that children learn in development. It’s dividing your own representation of the world from the world itself; it’s about as clear a reference to theory of mind as you could ask for. Korzybski considered it a revelation when he discovered it; thousands of other people found it helpful and started a movement around it; I conclude that these people were missing a piece of theory-of-mind and Korzybski gave it to them. Not the whole deal, of course. Just a piece. But a piece of something big and fundamental, so abstract and difficult to teach that it required that whole nine-hundred-something page book to cram it in.

Collecting Qualia Souvenirs

The Tracer Tool is available here.


Andrew Zuckerman (Zuck) recently presented at IPN’s[1] PsychedelX[2] conference about QRI’s Tracer Tool:

Video description: How can we bring back information from conscious states, especially from exotic and altered states of consciousness? This talk covers Qualia Research Institute’s tracer replication tool and how we can turn what until now has been qualitative descriptions and informal approximations of the psychedelic tracer phenomenon into concrete quantitative replications.

I think that Zuck does a great job at walking you through the features of the tool. If you watch the video you will understand the difference between trails, replays, and strobes. You will get an intuitive feel for what color pulsing means. It will teach you how ADSR envelopes affect tracer effects. And it will give you a sense of how we can use the Tracer Tool to quantify how high you are, how synergistic drugs are, and how valenced a given tracer pattern is. Of course this is explained in the original writeup (linked above), but Zuck’s presentation might be more appropriate if you don’t have the time to read 10,000 words. I recommend it highly.

Qualia Souvenirs

One of the concepts that Zuck introduces in his presentation is that of a qualia souvenir. Just like how it is very nice to bring back a keychain with a picture of the place of your vacation as a souvenir, perhaps we could generalize this notion to include experiences as a whole. That is, how do we create a souvenir for an experience? As Zuck points out, taking a picture while on a psychedelic simply won’t do. You need to capture the quality of your experience, rather than merely the content of the inputs at the time.

With the Tracer Tool (and tools we will be sharing in the future) you can do just that. Well, you can at least replicate a component of your experience. And little by little, as we develop the tools to replicate more and more such components, we will slowly get to the point where you can genuinely recreate a snapshot of your psychedelic experience (or at least to the extent that images and sounds can evoke its nature).

Make It Social

One of the features of the Tracer Tool that I failed to emphasize in the original writeup was that we put a lot of effort into making the submissions shareable. There are several ways you could do this, in fact. The simplest is to fiddle with the parameters until you get an accurate tracer replication and then click on “Start Recording Video” and then click “Stop Recording Video” when you have captured what you want. Then it’s as simple as clicking on “View/Download Video” and then on “Download”. You’ll get a .webm file, which is supported by most large image-sharing sites (e.g gfycat.com). And if you want or need it in a .gif format (e.g. to share it on Facebook), you can use a free online converter.

Alternatively, you can click “Share Parameters” and copy the JSON that is displayed. You can then share it with your friends, who will click on “Import Parameters” and paste the JSON you gave them. The advantage of this method versus the previous one is that you can edit others’ qualia souvenirs and work together to create specific effects. It is also a way for you to “save” your work if you are not quite done and want to continue fiddling with the parameters later on, but don’t want to lose the work you have already put into it.

This is all to say: Make it social! It’s easy! Add tracer replications to your trip reports. Share them in social media. Use them to help your doctor understand the severity of your HPPD. Share them with friends and family (well, maybe not family, lest you want Grandma to know intimate phenomenological details of your LSD trip – there’s every kind of family, you know?). And so on. Let’s normalize psychedelic tracers!

Side-By-Side

A recent improvement to the tool that Zuck mentions in the video is the fact that we now display two bouncing balls rather than just one. This is in order to mitigate the problem that when you are tripping, the simulated tracers will get in the way of the actual tracers. And while this is still a bit of a problem, having one bouncing ball without simulated tracers can be really helpful when fiddling with the parameters on psychedelics:

Side-by-side: left side with tracers, right side without tracers.

We got a trip report from someone who took 100μg LSD who used the tool once we had added the second ball. This person said that the second ball was extremely helpful and that it allowed them to confidently estimate the replay frequency (14.5Hz):

100μg LSD 4 hours after dosing

It’s satisfying to see someone being confident about the replay frequency. The 14.5Hz in this case is not too far off from the 15-20Hz range previously estimated for LSD. And the best part is that this was done during the trip and in real time. The person who submitted this datapoint specifically said that it was very clear that the effect was one of replay rather than strobe, and that they were able to accurately estimate the replay frequency by adjusting the spacing so that there would be a match between the simulated trail effects on the left with the real trail effects on the right. We expect this to be a skill very amenable to training and we hope the psychonautic community starts paying attention to it.

Tracer Tool on Psychedelic YouTube

I recently found a really interesting YouTube channel: Junk Bond Trader (JBT for short). I found it by looking for quality 5-MeO-DMT trip reports and I thought that his video about it was good enough for me to look deeper into his work.

One of the things I really enjoy about his style is that he describes the quality of his altered states in a very matter-of-fact way without taking the experience at face value. He also has a chill demeanor, epistemologically optimistic and curious rather than stuck in a wall of confusion or vibing in mysterianism. This is quite rare in Psychedelic YouTube. Exaggerating a little, I find that psychedelic-adjacent personalities tend to undergo changes that end up being difficult to square with the sort of slow and humble attention to detail needed for science and serious phenomenology. Perhaps we can think of this in terms of archetypes. When someone starts to explore psychedelics they often begin by embodying the archetype of the explorer. Namely, being driven by curiosity about what’s out there in the state-space of consciousness. After a number of powerful experiences, the driving archetype often shifts. The direct exposure to high-energy high-integration states of mind tends to anneal a new self-concept. The archetype they embody tends to drift to things like the psychedelic mystic, priest, educator, messiah, warrior, evangelist, shaman, prophet, counselor, or healer. It is rare to see someone who after many such exposures remains in the explorer wavelength; undoubtedly one of the most useful archetypes for science. In addition to an explorer, JBT is also a synthesizer in that he makes detailed analyses pointing out the common features across many experiences. For instance, I loved his retrospective analysis of about 40 DMT trips (see: part 1, 2, 3, & 4).

Steven Lehar is right, psychedelic experiences are harder to dissect when one is young and impressionable. It is quite likely that the best phenomenological reports will come from people who are at least 30 years old and who have a wealth of crystallized knowledge to use in order to describe their experiences. Speaking of which, I would say that Steven is also someone who successfully maintained the archetype of explorer throughout his psychedelic explorations without lapsing into any other less helpful archetype. But more than that, Lehar is also a synthesizer, and above all a scientist. At QRI we very much value his contributions and, contra modern academia, take seriously the sort of epistemology he employed. Namely, investigating the phenomenal character of (exotic) experiences in order to probe the principles by which perception operates. More generally, the psychedelic archetypes we consider to be priceless for qualia research are those of the explorer, synthesizer, philosopher, scientist, and engineer. Let’s get more of those and less shamans, evangelists, prophets, etc.

Back to JBT, I would highly recommend his Coffee Trip Report video on the basis that… it is really funny. But perhaps most relevant for our purposes at the moment, he recorded a video while on 200μg + 36mg 2C-B (warning: for most people this would be a very strong combined dose) and at 45:40 he started talking about the nature of the tracer effects of this combo:

“These trails are no fucking joke you guys. Some of the coolest visuals I’ve ever had in my life. […] Can I see through my eyelids? I can see around me, what the fuck? Dude, that’s freaking me out. [Waves hand in front of face with eyes closed]. There it is again! Wow. How does that work? […] These visuals are awesome, you’ll have to take my word for it. […] Everything looks alive, you know? It is not so much morphy as with mushrooms, but everything is jumpy, it’s got an energy to it. It’s all pulsing at the same frequency. These trails are… they honestly last two or three seconds. It’s not even funny at this point. It’s ridiculous. I thought I knew trails… I thought I knew trails! I didn’t know fucking trails. I’m afraid to do this again. I was seeing through my eyelids earlier… I’ve gotta look back at that footage. I mean, I obviously wasn’t looking through my eyelids, I know that. But I thought I was, I thought I was, I was that convinced. It’s weird, you go in and out of confusion, and it coincides with the intensity of the hallucinations. It’s like the more confused I get, the more intense the visuals get. So just when things start going good I can’t articulate it. I’m very conscious and lucid during all of this experience, and I’ll be able to recall it all. […] These trails are so over the top. Every little movement stains the air forever. […] Really weird, really strong visuals. Everything looks alive. Which is really cool. I feel like my ceiling is wet. That popcorn ceiling looks wet. It has this weird gloss over it. It looks cool. What can I say, it looks awesome. I could sit here all night staring at my fucking ceiling.”

Given these comments about the trail effects he was experiencing I decided to reach out to him to congratulate him for the quality psychedelic content and also ask him if he would be kind enough to try to replicate the tracers he saw using the Tracer Tool. And he did! He can now share with us a qualia souvenir from his trip! Here is what the tracers looked like:

He left this comment on the submission: “Though it was 5 weeks later, I made a specific note of the tracers in a live trip report video, and committed it to memory at that point because they were so unusually vivid. I chose black because the trail was specifically dark black.” – Junk Bond Trader (see the parameters[3]).

Just a few days ago, JBT gave a shoutout to QRI, my channel, and the Tracer Tool in a video (between 2:35 and 5:20). Thank you JBT! I particularly liked that he remarks on the fact that we use Shia LaBeouf’s “Just Do It!” green screen as the default animation for our custom tracer editor.[4]

Just Do It! Make Your Dreams Come True! (Remix) – with JBT’s Qualia Souvenir Tracers

An important note is that in his shoutout JBT makes it sound like this is all just me, but in reality what is going on at QRI is a huge team effort. In the psychophysics front in particular I would like to mention that Lawrence Wu and Zuck are the main people pushing the envelope and I am immensely grateful for all the hard work they are doing for this project. This also wouldn’t be possible without the many discussions with people at QRI and the broader community of friends of the organization.

I believe that Adeptus Psychonautica, whom I also like and respect, will give the Tracer Tool a try and discuss it in his channel soon! He interviewed me over a year ago and I think that he is also very much of an explorer. A particularly nice thing about his channel is that he reviews psychedelic retreat and healing centers. This is unusual; most people find it psychologically difficult to say anything bad about the place or the people who facilitated an e.g. ayahuasca ceremony for them. The perceived sacredness of the ritual makes any review other than a glowing recommendation feel sacrilegious. Adeptus Psychonautica has been around the psychedelic retreat block enough that he can really map out all the ways in which specific psychedelic retreat centers fail to meet their full potential. This is highly appreciated. I personally would take my sweet time in selecting the right place to experience something as valenced as an ayahuasca trip, so his reviews add a lot of value on that front. Thank you Adeptus!

Akin to these two YouTubers, if you have the ability to promote the Tracer Tool to audiences that are likely to try it, please be our guest! We would love to get more data so we can share the results with the world.

From Psychedelic Renaissance to Psychedelic Enlightenment

One of the things that I love about the fact that JBT tried the tool and talked about it on his channel is that it shows that research feedback loops can be closed online and in places as distracted and unfocused as YouTube. It hints at a new possible model for decentralized scientific research of exotic states of consciousness. Even if small in percentage, a dedicated group of online rational psychonauts able and willing to try each other’s experiments and discuss them openly might very well accelerate our understanding of these states at a pace that is faster than academia or the R&D departments of relevant industries (such as pharma). How many potential Steven Lehars are out there just waiting for the right legal landscape to share their experiences and analyses with others alike? I am excited to see how the online rational psychonautic community evolves in the coming years. I anticipate substantial paradigmatic developments, and we hope that QRI contributes to this process. In the long term, it is still unclear where most of the discoveries in this field will take place. On one extreme a hyper-centralized Manhattan Project of Consciousness could leapfrog all current research, and on the other extreme we have anonymous and decentralized Psychedelic Turk scenarios where access to exotic states of mind (both from the inside and the outside) is a sort of utility at the mercy of market forces. In the middle, perhaps we have semi-decentralized conglomerates of researchers building on each other’s work. If so, I look forward to an emergent science-oriented psychedelic intelligentsia of excellent trip reporters on YouTube in the next few years.

What Data Are We Most Interested In?

The combinatorial space of possible drug cocktails is really large and poorly mapped out. Of particular note, however, is the exotic effects caused by mixing psychedelics and dissociatives. Given the reports that there is a profound synergy between psychedelics and dissociatives (and that this combination is not generally particularly unsafe), we expect there to be really interesting tracers to report and we have no submissions of the sort so far. In particular, we expect to find synergy (rather than orthogonality or suppression) between these classes of drugs, and we would love to quantify the extent of this synergy (anecdotally it is really strong). If you are the sort of person who does not get noticeable tracers on LSD, perhaps try adding a little ketamine and see if that helps. Chances are, you will be like JBT, saying something along the lines of “I thought I knew tracers… I didn’t know **** tracers!”.

It would also be really good to see tracer data for candy-flipping (and MDMA combinations more broadly). We suspect that MDMA will generally have interesting ADSR envelopes. So if you have candy-flipped in the past or you intend do to so in the future please consider donating a couple minutes of your time to submit a datapoint! Remember, you can share it with your friends as a qualia souvenir!

Finally, we would love to have more DMT and 5-MeO-DMT submissions. We are interested in checking if the differences we have found between them can be replicated. In particular, we are told that 5-MeO-DMT produces monochromatic tracers whereas DMT produces richly-colored tracers that flicker between positive and negative after-images. If this turns out to be true, it would be really significant from a scientific point of view:

Apropos Psychedelic YouTube

With over a quarter million views as of March of 2021, The Hyperbolic Geometry of DMT Experiences (@Harvard Science of Psychedelics Club) is perhaps the most viewed piece of QRI content. Thus, the comment section perhaps gives us a snapshot of how the existing (pre-Galilean!) memes surrounding the psychedelic community make sense of this work. Doing a cursory semantic clustering analysis, I would say that most of the comments tend to fit into one of the following groups:

  1. Comments from people who admit to having tried DMT tend to say that “this is the best description of DMT phenomenology I have ever seen”.
  2. Comments complaining about the poor audio quality.
  3. Comments saying I should go on Joe Rogan (e.g. “Very captivating and well formulated. We need to have jamie pull this up.” is the most upvoted comment, with 1.7K upvotes).
  4. Comments stating that the DMT entities are real and that I should take higher doses to confirm that.
  5. Comments complaining that “visuals are not what matters about the experience” and that I’m “missing the point” for paying attention to them.
  6. Weird miscellaneous comments like claiming that the video is a proof that there is a conspiracy from Harvard trying to convince the world that DMT is not a true spiritual molecule.
  7. Fun one-liners (my favorite is “Massachusetts Institute of Tryptamines”).

Let me briefly comment on each of these clusters:

For (1): I am always happy to hear from psychonauts that our work at QRI is clarifying and illuminating. I get a lot of emails and messages saying this, and it honestly makes me happy and keeps me motivated to go on. An example of this would be one of the most upvoted comments:

This video combined with the article probably explained more of the dmt trip than all the trip reports I’ve read which is a lot. The levels, with the doses! Now I know I landed squarely in the Magic Eye. The symmetry hotel is a great explanation too. I find it interesting that I had an experience of divine consciousness on level three rather than level six; perhaps it was just a foretaste? Truly informative, this is what psychonauts need to hear.


YouTube user johnnysandiegoable

For (2): Yes, we know, sorry! We did what we could to stitch together the audio from my phone and the audio from the camera (which was way in the back). The wireless mic we had planned to use malfunctioned at the last minute and I wasn’t very mindful about the fact that the phone would produce the best audio. I know I should have stayed closer to the podium for most of the talk. That said, if you hear the presentation with headphones and are willing to increase the volume for the quiet parts, you can still make out every word. So, admittedly, the comments are exaggerating a bit just how unlistenable it is. ^_^

For (3): Joe, if you are reading this, I’m game! Bring it on! I think that it is entirely possible that we will have a great conversation.

For (4): I have indeed said before that we think it is unlikely that one makes true contact with mind-independent entities while tripping on DMT. Of course we welcome evidence to the contrary, and we have even suggested novel methods by which this could be tested. But I do want to say that unlike other accounts of the DMT phenomenology, the way we argue for the likely internal (“fully in your head”) interpretation does not in any way dismiss the specific reasons why such experiences are so compelling. It is not only that the experience feels very real (indeed, what does that even mean?) but that it has a series of properties that makes the hallucinations stand out as uniquely believable relative to other psychedelics. In the Harvard presentation I mention the idea that the dimensionality of the experience is so high that in a way one does experience a sort of superintelligence while on DMT. In such states, we genuinely get to experience much more information at once and render intricate connections in ways that would make connoisseurs of complex thoughts extremely jealous. Alas, this has yet to be fine-tuned for any kind of useful computational purpose. Yet, in terms of raw information bandwidth, the state has tremendous potential. So we could say, that on DMT you do get to experience a sort of higher intelligence; it is just that it is a higher intelligence of your own making, and we lack an adequate narrative within sober states of mind to make sense of what this experience means. Hence we tend to converge on easy-to-explain and relatable metaphors. Saying that one met with an advanced alien intelligence is somehow easier to convey than describing in detail the sequence of point-of-view fragmentation operations that bootstrapped the multi-perspectival state of mind you experienced. More so, in a recent video, I explained that DMT has some additional properties that make the hallucinations it induces extremely believable. Of particular note I point out that on DMT one experiences:

  • Multi-modal coherence where touch, sight, and sound hallucinations are synchronized,
  • An extremely high temperature parameter leading to the melting of the phenomenal self, and
  • Tactile hallucinations, which add a layer of “reality” to the experience.

These and other features are the reason why DMT experiences feel so “real” and hard to dismiss as mere hallucinations. Rational psychonauts are advised to pay close attention to this in order to avoid developing delusions with repeated administrations.

For (5): Look, we understand. It is obviously the case that the visual effects are a tiny component of the experience, but consider just how difficult it is going to be to describe every single aspect of the experience. I am sure you have heard the expression “learn to walk before you learn to run” (or in this case, learn to walk before you learn to fly, or perhaps more appropriately, to learn to walk before you learn how to operate an alien spaceship with sixteen thousand levers interlinked in unknown ways). In brief, the path that will take us to the point where we can fully characterize a DMT trip will start with developing an extremely crisp and precise vocabulary and research methodology to describe the simplest low-level effects. It is surprising how much we can in fact say about a DMT trip by allusions to attractors in feedback systems and hyperbolic symmetry groups even if this turns out to only get at a small fraction of what makes such experiences interesting. We have to start with the basics; that is what we are doing here.

For (6): This is at least somewhat expected. Recall that DMT tends to make you overfit data. Conspiratorial thinking is a classic form of overfitting. Without a rational framework and grounding exercises, DMT users will generally develop increasingly overfit models of reality.

For (7): Well, keep them coming!

Future Developments

I want to conclude by mentioning that we have ambitious plans for QRI’s Psychophysics Toolkit (of which the Tracer Tool is but the first of many tools to come). We are in the process of developing many more experimental tools and paradigms specifically designed to rigorously quantify and characterize the information-processing features of exotic states of mind. Fancifully, imagine an “experience editor” where you can recreate arbitrary experiences from first principles. To name one possibility here, consider Distill’s Self-Organizing Textures: visual textures are hard to put into words, but easy to tell apart. Hence, odd-one-out paradigms in conjunction with generative methods (i.e. texture synthesis) can allow us to pin-point exactly how psychedelics affect our perception of mongrels. In the long run, we want to characterize the circuit motifs emergent out of the neural architecture of the human brain, and we expect this work to be extremely useful for that pursuit. Stay tuned!


[1] From their website: The Intercollegiate Psychedelics Network (IPN) is a youth-led garden organization dedicated to the development of students into the next generation of diverse and interdisciplinary leaders in the field of psychedelics. We envision a future where safe, legal, and equitable access to psychedelic healing creates a more just, peaceful and connected world. [e.g. see PennPsychedelics].

[2] From their website: PsychedelX is a student talk program featuring 20 minute talks from students around the globe with novel, impactful, and interdisciplinary ideas that will shake up the psychedelic discourse. From February 22nd – 27th [2021], watch their presentations on YouTube to expand your understanding of psychedelics and their role in our world today.

[3] If you want to see Junk Bond Trader’s tracer go to the Tracer Tool, click “Import Paramters”, and then paste: {“animation”:”unlitBallGravity”,”speed”:”1.65″,”trailOn”:true,”trailIntensity”:”70″,”trailTimeFactor”:”78″,”trailExponential”:true,”strobeOn”:true,”strobeFrequency”:”14.7″,”strobeIntensity”:”83″,”strobeTimeFactor”:”76″,”strobeExponential”:true,”strobeAdsr”:false,”replayOn”:false,”replayFrequency”:”11″,”replayIntensity”:”68″,”replayTimeFactor”:”75″,”replayExponential”:true,”replayAdsr”:false,”pulseOn”:false,”pulseFrequency”:”1.6″,”pulseAmplitude”:”50″,”pulseColor”:false,”pulseColorAmplitude”:”100″,”maxTracers”:”154″,”color”:”#000000″}

[4] Thanks to Lawrence Wu for that.