PLUS FOUR, n. (++++) A rare and precious transcendental state, which has been called a “peak experience,” a “religious experience,” “divine transformation,” a “state of Samadhi” and many other names in other cultures. It is not connected to the +1, +2, and +3 of the measuring of a drug’s intensity. It is a state of bliss, a participation mystique, a connectedness with both the interior and exterior universes, which has come about after the ingestion of a psychedelic drug, but which is not necessarily repeatable with a subsequent ingestion of that same drug. If a drug (or technique or process) were ever to be discovered which would consistently produce a plus four experience in all human beings, it is conceivable that it would signal the ultimate evolution, and perhaps the end, of the human experiment.
— Alexander Shulgin, PIHKAL, pages 963–965
In this post and accompanying video we provide a general “theory of candy flipping” that aims to explain why LSD + MDMA is so synergistic. What makes, say 200 micrograms of LSD and 150mg of MDMA so prone to be spiritual, psychologically healing, and loving? To get there, we address the following three/four questions:
How do we improve research on candy flipping?
How do we optimize candy flipping proper? And how do we generalize candy flipping for even better results?
What would a general recipe for Shulgin’s ++++ be?
1- We go over current methodologies used to study candy flipping and why their results are limited (Straumann et al., 2023). Then we explain how a “think tank” approach (e.g. phenomenology club) allows us to create more phenomenologically grounded research paradigms (Gómez-Emilsson, 2021). By weighting in the personal experience of highly precise psychonauts with skills in areas like physics, math, visual art, and signal processing, we can arrive at mechanistic models such as those proposed by Steven Lehar in The Grand Illusion (Lehar, 2010) where MDMA causes your world simulation to vibrate in pleasant ways, which in turn “smooths out the rough edges” of the LSD state, or models involving algorithmic-level annealing dynamics (Gomez-Emilsson, 2016; Johnson, 2019; Gómez-Emilsson 2021, 2023). This kind of approach would add phase diagrams, wave mechanics, and nonlinear effects into the picture.
2- Optimizing candy flipping can be done by looking to generate the kind of synergy MDMA + LSD achieve in the best of conditions. Of note, trip reports involving low doses of each together with 2C-B and cannabis are discussed and analyzed. One needs to be mindful of annealing dynamics, drug effect arcs including how to handle the MDMA comedown, and pattern-focused readings of wave effects that for lack of a better metaphor could be catalogued as “qualia lensing“.
3- We hypothesize that the key ingredients to catalyze the blissful nondual awareness that comes from high-end candy flipping are (a) a full-spectrum energizer, (b) something that increases interconnectivity, and (c) a deeply relaxing agent. The combination of these three elements gives rise to a highly-nonlinear effect I call “FU§ION (Field Unification Search/Simplify in Invariant Optical Networks; to be fully unpacked at a later date), where all of the “resonant cavities” are fully relaxed, have a high degree of impedance matching between them, and are energized, so that they kick-start a “field harmonization” process that culminates in profound blissful nondual awareness. The energizer shouldn’t be narrow spectrum (like cocaine) and the relaxing agent shouldn’t be too blunting or non-Newtonian (like opioids). Examples of each:
Combine one of each, carefully dosed, and according to this theory, you might get a ++++. (Please exercise caution when mixing substances – the rule of thumb is to not do it).
Note: 5-MeO-DMT might, in this model, be actually doing all three at once. It happens to be hitting receptors in the right combination for such a deep mystical “relaxed stimulation” to take hold. That said, it is possible that 5-MeO-DMT also has some rough edges, and that it can be further optimized (e.g. such as by combining it with nitrous). More research is needed 🙂
Example Formula: 15mg 2C-B, then an hour later 2g of GHB, and then an hour later DMT (100mg over the course of 2 hours) was reported as a ++++ by a trusted psychonaut recently (comparable in “depth” to 5-MeO-DMT). Please be careful – I am not encouraging anyone to try this. But if you do, or have done something similar, I’d be grateful if you let me know what happened. 🙂
Gómez-Emilsson, A. (2023), Neural Field Annealing and Psychedelic Thermodynamics presentation at PhilaDelic 2023. Retreieved from https://youtu.be/pM9k1I3VPOg
Straumann, I., Ley, L., Holze, F. et al. Acute effects of MDMA and LSD co-administration in a double-blind placebo-controlled study in healthy participants. Neuropsychopharmacol. (2023). https://doi.org/10.1038/s41386-023-01609-0
In this video we discuss possible meaningful, novel, and non-trivial parallels between something like the Manhattan Project and what we need to do to catalyze a positive breakthrough in our understanding of consciousness.
We cover how explosive lenses have a parallel in the “brain as a non-linear optical computer” paradigm developed at QRI. The short explanation is that the “index of refraction” for local field potentials (LFPs) can be modulated with drugs/interventions, and so in principle one can use varying concentrations of things like nitrous oxide, ketamine, and MDMA in order to focus waves of energy to catalyze precisely crafted phase transitions of consciousness.
There are also much more subtle parallels. Another one is how the development of the von Neumann computer architecture was a world-transforming significant outcome of the Manhattan Project. In the context of consciousness research, one could envision figuring out the “principles of qualia computing” that allows DMT entities to sample from a wide range of possible “mind designs” as an achievement of comparable significance. Arguably most DMT entities are “psychotic”, but some of them aren’t; the way they copy, mutate, differentiate, and analyze “qualia bundles” hints at a very general set of qualia computing building blocks for alternative qualia-based information processing pipelines. The successful Manhattan Project of Consciousness could in principle lead to a revolution on computing paradigms that generalize to qualia computing systems.
In contrast to the atomic bomb, the kind of “phase transition implosion” developed at the Manhattan Project of Consciousness would be deeply relaxing, rejuvenating, and capable of undoing years of trauma in seconds. Using as research leads “candy flipping done right” (usually with some 2C-B/2C-D/2C-C), 5-MeO-DMT, and LSD + nitrous oxide, one has in fact a lot of hints for how to produce instantly relaxing, deeply healing “waves of enlightened qualia”.
Importantly, the combination of Open Individualism and Valence Realism might catalyze a paradigm shift on how we approach the game theory of human collectives.
If it takes a bunch of geniuses in the desert to figure out how to optimize this effect, so be it. It would be a really worthwhile investment!
~Qualia of the Day: The Burning Man Collective Intelligence~
It will take place on Friday the 23rd, from noon to 2PM, in front of “The Dancers”.
This is right outside the conference venue, on the side of Champa street.
Please feel free to come whether you’re attending Psychedelic Science or not, whether you identify as someone who is QRI-adjacent or not, and whether you agree with QRI ideas or not.
If you’re reading this, you and your friends are invited.
Address: 1185-1245 Champa St, Denver, CO 80204
See you there!
Ps. There is a good chance (*crossing fingers*) that we will get a space at the conference venue to project Psychedelic Cryptography videos. If this happens, it will probably take place sometime Thursday or Friday afternoon.
The Qualia Research Institute (QRI) is excited to announce the launch of three Non-Ordinary States of Consciousness (NSCs) Art Contests: Immerse, Innovate, and Inspire with submissions accepted until 5/17/2023. Examples of non-ordinary states of consciousness are psychedelic experiences, meditative experiences like the jhanas, and near-death experiences.
Our objective is to highlight the reciprocal relationship between art and consciousness research, enabling artists to create lifelike representations of non-ordinary states of consciousness, and contribute to the development of consciousness studies and psychedelic science.
About the Qualia Research Institute
The Qualia Research Institute is a non-profit organization dedicated to advancing our understanding of consciousness. Its mission is to:
Develop a precise mathematical language for describing subjective experience
Map out the full range of possible conscious experiences
Build technologies to improve the lives of sentient beings
Replication Contest (Immerse): Entries will be judged based on transparent and interpretable qualities that accurately capture the low-level subjective effects experienced in non-ordinary states of consciousness.
Psychedelic Cryptography Contest (Innovate): Artists are invited to create encodings of sensory information that are only meaningful when experienced on psychedelics in order to show the specific information-processing advantages of those states.
For the sake of transparency and to benefit the community as a whole, QRI reserves the right to publish the winning submissions made by contestants on its website. Artists retain their intellectual property rights, allowing them control over their artwork’s use and distribution. However, QRI would appreciate permission to showcase participants’ art on our website or use it in potential research publications with proper citations and links to the artists’ work.
We understand that the replication contest may not capture the full complexity and nuances of psychedelic experiences, and that there are concerns about the potential harm associated with the use of psychedelics. Participation in these contests does not require the use of psychedelics, and we encourage all participants to prioritize their safety and well-being.
We welcome feedback and suggestions for future contests at email@example.com. We look forward to exploring these topics responsibly and respectfully.
The Replication Contest seeks to celebrate the artistic capabilities of participants in accurately depicting and interpreting the low-level subjective effects experienced in non-ordinary states of consciousness (NSCs), with a particular emphasis on (1) valence effects and (2) geometric transformations.
Valence effects focus on demonstrating how the shape of the experience can reveal whether a person is having a clean and blissful experience or a mixed affect experience. The transition between feeling normal and feeling blissful might involve changes to the shape of the visual experience. Rather than focusing on the semantic content (e.g. seeing an angel) here the point is to visualize the texture, shape, and dynamics that bring about this change (e.g. harmonizing flow by reducing turbulence).
Geometric transformations such as rotations, reflections, glides, affine transformations, and so on often feature in psychedelic experiences. Can this be rendered in a realistic way? We suggest that you consider how symmetry and geometry are two sides of the same coin in order to better appreciate this quality of psychedelic experiences. When the geometry of phenomenal space changes, so do the symmetries within it. Can this be expressed artistically in an accurate way?
To participate, artists should create a piece of art that embodies the subjective effects they have researched or encountered during NSCs, emphasizing the two highlighted areas.
Visualize an annealing process where the video contains blinking lights driven by metronomes that can sync up with each other until the whole scene is shining in a coherent way (cf. Neural Annealing).
Show how bouba vs. kiki imagery highlight different emotional tones during a psychedelic experience (cf. CDNS in Quantifying Bliss), where spiky feelings tend to be harsh and disquieting, whereas bubbly and round features tend to be calming and welcoming (extra points if these features emerge out of some kind of annealing process, or if you find counterexamples to this general pattern).
Visualize how wallpaper symmetry groups transform textures into repeating patterns.
Show waves interacting with each other in order to construct psychedelic interference patterns (cf. non-linear wave computing)
Use hyperbolic minimal surfaces in order to exemplify how sensations aggregate on DMT.
Show how the Reverse-Grassfire Algorithm can create 3D crystals (cf. Harmonic Gestalt).
Show a 2D Euclidean grid becoming hyperbolic by adding additional nodes and edges in order to demonstrate a change of geometry (cf. world-sheet).
Model the the experience of achieving a DMT breakthrough level experience using a physical instability (such as Kelvin-Helmholtz).
These are just some suggestions and there are many other ways of connecting technical descriptions of the phenomenology of NSE and visual replications. It helps if you can ground the effects visualized on paradigms and explanations presented by QRI, but it is not necessary to win the contest. What matters is that you can create realistic yet interpretable visualizations that hint at the underlying processes that are generating these experiences. What we are after is insight. In other words, we want to be able to discover new, meaningful, and non-trivial explanations for why NSEs manifest in the way they do. Hence, being able to describe how the replication effects are achieved is highly beneficial.
Entries will be judged based on the number and precision of replicated subjective effects, with special attention given to valence effects and geometric transformations.
The Psychedelic Cryptography Contest invites artists to create unique encodings of sensory information that are only meaningful when experienced on psychedelics. The goal is to challenge participants to develop innovative methods of encoding sensory information in such a way that an encoded secret is only apparent on a NSC. The contest encourages the exploration of how sensory information can be modulated and presented in a way that reveals hidden patterns or messages when experienced under the influence of psychedelics.
Entries will be judged based on the difficulty of the encryption method used and the clarity of the message or pattern when experienced on psychedelics.
The Inspirational Piece Contest seeks to highlight the powerful connection between art and consciousness research by encouraging artists to create pieces that exemplify this relationship. The focus of this contest is on originality, creativity, inspiration, impact, quality, and execution. Artworks submitted for this contest should evoke a sense of wonder and curiosity about the nature of consciousness and the vast landscape of possible experiences.
Entries will be judged based on originality, creativity, inspiration, impact, quality, and execution, with winners determined by a public poll.
Why it’s helpful: This article presents 8 models of art: 4 common ones, and 4 that connect it to consciousness studies. The overall frameworks of 8 models might help us arrive at methods to create innovative aesthetic qualia from first principles. We think that artists participating in any of the contests might benefit from the vocabulary introduced in these models to create innovative and meaningful pieces that explore the relationship between art and consciousness research. In particular, taking into account the energy parameter, efficient state-space exploration, annealing effects, and the vision of a meta-aesthetic all provide a unique lens for how psychedelics and art are so connected.
Why it’s helpful: This article discusses possible methods of communication that can be understood primarily by individuals under the influence of LSD and other tracer-inducing psychoactives. This may serve as inspiration for artists to think about novel ways to encode information or create unique experiences tailored to specific states of consciousness.
Why it’s helpful: This article provides a detailed analysis of how the visual effects of psychedelics might be understood and replicated using algorithmic processes. It can serve as a foundation for artists attempting to replicate the visual aspects of non-ordinary states of consciousness in their artwork, or as inspiration to propose alternative algorithmic reductions that capture effects that are currently unaccounted for.
Why it’s helpful: This article explores the connection between the subjective effects of DMT experiences and hyperbolic geometry, various possible algorithmic reductions to explain this connection, as well as detailing the progression of an experience through the DMT levels. Artists participating in the Replication Contest may find inspiration and insights into replicating specific visual patterns and structures often encountered in DMT experiences.
Why it’s helpful: The Psychophysics Toolkit and accompanying article are collections of resources and tools designed to help researchers and artists explore the intersection of perception, consciousness, and the physical world. It includes a variety of resources and interface tools that can aid artists in understanding the principles of psychophysics used to measure subjective experience and applying them to their work. This can be particularly useful for participants in all three contests, as it can provide insights into the ways that sensory information is processed during both ordinary and non-ordinary states of consciousness, and how this can be utilized in creating innovative and impactful art pieces.
Why it’s helpful: This video introduces new epistemological frameworks for studying and understanding non-ordinary states of consciousness induced by psychedelic substances. By incorporating these paradigms into their creative process, artists can develop a deeper understanding of the nature of these experiences and their potential implications for human knowledge. This enhanced understanding can help artists create innovative and thought-provoking pieces that capture the essence of exotic states of consciousness.
Why it’s helpful: This article provides a detailed explanation of the concept of phenomenal time and how it relates to the structure of conscious experiences. Understanding this concept could help artists in the contest to better represent the perception of time in non-ordinary states of consciousness and incorporate these insights into their artwork.
Why it’s helpful: This article explores the concept of wireheading and how it could be applied responsibly to maximize pleasure without causing psychological harm. Artists participating in the contest might find this article helpful in inspiring their work, particularly in the Inspirational Piece Contest, by envisioning a future where technology is used to enhance well-being and explore the state-space of consciousness responsibly.
Why it’s helpful: This video explores the concept of state-space neighborhoods, where specific aspects of conscious experiences are clustered together. By understanding the structure and dynamics of these neighborhoods, artists can create pieces that more accurately represent the nuances of different non-ordinary states of consciousness, leading to a more immersive and impactful experience for the audience.
Why it’s helpful: This article provides a comparative analysis of the experiences induced by 5-MeO-DMT and N,N-DMT. By understanding the unique characteristics of each substance’s effects, artists can draw inspiration for their artwork and more accurately replicate specific psychedelic experiences in the Replication Contest.
We would like to express our profound gratitude to the donors of the Qualia Research Institute. Your unwavering support has been invaluable in making our work possible. Your investment in our research has not only inspired a growing number of individuals to take our approach to consciousness research seriously but has also led to an expansion in our collaborations. As a result, we have seen the integration of our insights into the work of others, building upon the foundation we have established thus far.
First and foremost, we would like to extend our appreciation to Loka Vision for inspiring the contest. Their dedication to the Psychedelic/Visionary Art community, as demonstrated through their Psychedelic Replication Masterclass, has shown us the immense potential this community holds in furthering our understanding of consciousness.
Thank you Andrés Gómez Emilsson for offering technical insights that will enable artists to create life-like replications of the low-level subjective effects experienced on NSCs and incepting the idea of psychedelic cryptography as a viable field of research.
A thank you goes to Josie Kins of effectindex.com for their open-source approach to developing psychedelic art through generative AI, as well as their support of and feedback on the Replication contest and insights into the visionary/psychedelic art community.
DMT Experience Report — Learning the Nonlinear Wave Computing theory of subjective experience and internalizing the Symmetry Theory of Valence (originally posted in r/rationalpsychonaut by ClarifyingCard).
This was a sub-breakthrough experience with firmly-set “intellectual” (integrative) intentions. So I wouldn’t really call this a trip report, but an experience report. It’s a little more in the direction of a freeform essay. Working through this experience to translate it into written word is proving very fruitful for annealing what I’ve learned, so I hope it can provide some insight to others. Contents include my real-time integration of QRI’s “nonlinear wave computing” model of subjective experience, and some explanatory applications. I also firmed up my epistemological relationship to the Symmetry Theory of Valence during this experience, so there are some insights integrating these with technical meditation & gender transition.
I hope the length doesn’t render this inaccessible, as I feel that there are many genuinely deep insights here. I’m not the type to typically write reports on experiences, but consuming lots of QRI content has seriously energized me! There’s this feeling of “Finally! People are doing the top-down neuroscience that I’ve been quietly building for years in isolation! People are seeing psychedelic experiences as legitimate tools for investigating the nature of the mind!” So, I’m feeling a drive I haven’t felt in a while, a drive not just to consume information & integrate it acausally, but to contribute & collaborate.
Last night I sipped on a sizeable amount of DMT over the course of a few hours. I probably took over 20 hits from the vape overall, paced gently. I wasn’t specifically striving for a breakthrough, though I left open the possibility, and in fact I was deliberate to keep it sub-breakthrough for the first phase of the trip, since I was trying to use DMT to integrate information content from a video.
To me, coming to DMT fixated on a breakthrough feels like entering a relationship with a striving fixation on sex, or entering sex with a striving fixation on orgasm. So, much like taking your time to get to know someone intimately, or moving through a sexual experience without pushing or striving to let it blossom on its own terms, I’ve been flirting with & getting to know DMT on an increasingly deep level over time. This was the first time I’ve really leaned in & let it show me where it wants to take me.
(“wants” in terms of descending energy gradients, not in anthropomorphizing way. This is a central thread of this experience, so more on this below.)
So, I have not broken through yet; this definitely fell on the side of profound insight & bliss. I’m a deep subscriber to the theory of Neural Annealing, and DMT is so high-energy that metaphorically speaking it felt like pure, elemental annealing; anything my mind turned to, I could understand so crisply, with ease & immediacy, like I’m just letting my representations fall into parsimonious (low-entropy) resonant modes, the local minima that my conceptions have already been swirling around.
I also subscribe to the Symmetry Theory of Valence — well, my epistemological relationship to it has been a little fuzzy or hesitant, being sympathetic to it but not yet feeling like it deeply “clicked”, but after this experience, I not only “get it”, but I’ve felt, intimately, what it’s like to watch it play out in real-time. So that process of “spontaneous understanding” of the above paragraph, the symmetrization/entropy minimization felt really, really good. A truly profound bliss of methodically massaging out any point of tension in my representation field that my attention happened to rest upon.
I also want to point out that it didn’t really quite feel like the positive (additive) happiness of e.g. eating the candy bar you went to the store for, it felt like a negative (subtractive) happiness — in other words, relief from suffering. Very Buddhist in flavor, even at just the most basic level of Buddhist theory, the Four Noble Truths. In other words, the dukkha of the Three Characteristics. I’ve now got this idea in my head of maybe identifying dukkha with the mental tension that’s smoothed by annealing, to some degree at least. That correspondence is a space I’ll be playing in for a while, I can see.
So, here’s the actual report.
Genetic heritage: 39% Scotland, 33% England, &c.
Sex/gender: Trans female (late-stage, meaning enough years of estrogen & social transition to have largely reached mental & physical equilibrium in terms of gender/sex characteristics)
Tremendous experience over 8 years with 80+ different psychedelic/dissociative/otherwise acutely psychoactive substances, with a heavy focus on dissociatives. Sizeable understanding of contemporary technical meditation and Buddhism (my understanding is significantly stronger than my actual practice hygiene). Avid consumer of QRI content. History of engagement with Less Wrong-style rationality. Undergraduate education in math & physics, supplemental education in technical writing, linguistics, analytic philosophy (formal logic, philosophy of language, metaphysics, &c.).
Despite my drug experience, I haven’t used DMT proper before. Before this XP, I dipped my toes in the water with 3-4 puffs of this cart over a few hours about 2 weeks before. A few times over the next 2 weeks, I took a few intermittent puffs to continue feeling it out & acclimating.
Two phases here: first on my couch processing a QRI video, 1 on my bed in a mindset of play & exploration.
XP Phase I
Setting: ~930p. On my couch, comfortable. Full lighting. No music.
For a few months, I’ve been ramping up my consumption of QRI content, technical meditation dharma, info about/reports on psychedelics, etc. Aside from general interest, I’ve been mentally preparing myself for a DMT breakthrough (my psychedelic experiences having waned in the past few years, and DMT being such a crown jewel of psychedelic strength/power).
I’ve had the idea to take solid but sub-breakthrough hits of DMT while attempting to integrate some QRI content. The video I chose was this:
I’m thrilled to say this was a great choice & fruitful exercise. I’m going to talk a lot about Andrés himself & his video style; I hope it’s not too effusive & doesn’t come across in a parasocial sort of way. It’s more like a walk-through of the subjective experience of what I happened to be doing, a snapshot of how it felt for my brain to process & operate in this state. It was very easy to feel what facets of experience were positive or negative, like my mental model of my valence system was in crystal clarity & intuited with immediacy. This is why this experience also had such an annealing effect for STV on me.
First of all, I was struck by how crystal-clear his vibe comes through in these videos where it’s just a single take of him talking into the camera for an hour! For the record, I’m saying nothing teleological here; no clue how much of this has been thought through explicitly. When I first started watching them, I was like, this could benefit from some cuts or superimposed visuals &c., but over time I’ve grown to deeply appreciate the style. The exact reasons why crystallized during this experience. It’s because it’s an extremely directed, one-pointed style, and it’s also more faithful to real life. For these reasons you can synchronize your mental representation of the content very deeply with the content itself (i.e. you can model Andrés’s attention with high fidelity, so as he goes through the material clearly & methodically, so are you). There’s no echoes of practice or rehearsal like an academic lecture, and there’s no attentional context-shifting that would be demanded by video cuts or superimposed visuals (though having experience with physics simulations & wave dynamics, I’d love to see some simulation visualizations of toy models exhibiting some of the wave dynamics in play here sometime). Instead, it feels more intimate in a way, like the feeling of someone in real life patiently teaching you a complicated concept 1-on-1. You’re watching Andrés think through material he’s familiar with in real-time. You can even see him spontaneously understand & explain new connections as he works through the existing material, and since your attentions are so synchronized, by watching him demonstrating the explanatory power of these models, you’re learning what it feels like to wield these concepts to refine something else into a simpler representation.
It’s not just the DMT that helped me understand this I think; poetically, the content of this specific video was very relevant. Later on in the video, he mentions the notions of “Metronome Quotient” & “Entrainment Quotient”, which could be seen as a kind of schematic for understanding the general process of one person transfering information, emotion, or other mental “vibe” complices to another. Knowing what I know about harmonic dynamics from physics, this is very intuitive. When conditions are right (person A is a suitable transmitter, person B is a suitable receiver, attention is localized favorably) — i.e. when the process works — it feels very similar to something like orbital resonance (which is why Jupiter’s moons Io, Europa, & Ganymede have orbital periods in the ratio 4:2:1 — here’s a Steve Mould video explaining this phenomenon). It’s an application of the “soap-bubble” energy-minimization principle: deviations from harmonic equilibrium inducing restoring forces to drag the system into low-entropy resonant modes.
Something else I noticed is Andrés’s emotional/hedonic vibe. He’s always got a smile, on his mouth & in his voice, you can tell that he’s just thrilled to understand this stuff & thrilled to be able to break it down for a willing audience. First of all, obviously this affects the valence of the experience of watching the video, just like smiling when you’re on the phone eases social friction. I think this emotional entrainment can bootstrap informational entrainment as well, by kindling or contributing to overall synchronization, which is neat. It’s intuitive to me; I already “knew” this because walking people through conceptual understanding, processing difficult experiences, &c. is a general passion of mine, and emotion sync is a big part of doing that effectively.
This power to deeply synchronize attention (acausally!) seems like really powerful way to integrate information. It’d have to be in favorable conditions — written word is right out, most likely. Low-stimulus density is important; you want the extraneous setting details/audiovisual landscape to be easy to ignore (to let fade from salience). I think being able to see facial expressions, posture changes, gestural communication, &c. is crucial to be able to really settle in to the entrainment (this is also true in real life — I have no idea why so many people seem almost blind to body language!). Then, by walking through the content in a deeply synchronized way, you know what it feels like to believe it, to synthesize with or wield it against other concepts. That little harmonic signature, that vibe, is there in your mind, ready to be cultivated or dampened by whatever other representations brush against it.
I should also say, I had lots of visual effects during this time of course. Strong tracers, lots of symmetry extrapolation on surfaces. Tons of shimmering on the edges of objects. When I was especially high, I noticed this really cool effect of lowering visual resolution, like a pixelation effect, but overlapping circular blobs of color & texture. They would resolve if I attended to the region. It felt like the corresponding regions of the visual cortex architecture were too energized to be localized properly, blurring/fuzzing of the wave activity translating to decreased specificity in the encoded content. Really neat. The visuals weren’t something I wanted to work with for the moment, so I let myself just enjoy them instead of striving to analyze or categorize.
PsychonautWiki seems to catalog this as environmental orbism. Interesting that they associate it primarily with dissociatives — I have not experienced it on dissos (or anything else). I wonder if there’s something Fourier transform-ish happening with the visual cortex activity, like higher-frequency activity dominating the encoding — if so, it could be thought of as a sort of inverse of symmetrization. No idea, will think about it.
Anyway, I watched the video for a while, frequently backtracking to process content carefully. Eventually it started feeling laborious, so I moved to my bedroom.
XP Phase II
Setting: ~11p. On my bed, very comfortable. Low purple mood lighting. No music.
CW: Some light talk of sexuality.
I wanted to make some time to play with the drug in a very soft, low-stimulus environment. So I just cleared my bed & spread out the top sheet layer, a lush fleece blanket, flat across the top. The space is full of pleasant, comfortable-vibe stuff, so on one side I was enveloped by super-soft blankets & pillows & stuffed animals, very pleasurable. Very deliberately setting an easygoing, pleasurable, sensual vibe for the drug to energize & amplify.
I started taking more hits, just resting comfortably on the blanket to see where it would take me. I just let myself frolick, enjoying the pleasurable touch sensations of my environment, rubbing my hands & legs against the soft surfaces, massaging my inner thighs, feeling out the effects it had on my muscles & sensory processing. I noticed the way my muscles subconsciously started to tense & tighten in anticipation of a hit, and then as the DMT washed through my mind, noticed how it smoothed & blurred & dissipated that tension & the angular mental prickles associated with it. I did a lot of rhythmic contraction & release for various muscles, just letting myself enjoy how relaxing it felt to let it go. I carry a lot of tension in my inner thighs (especially common for girls), so getting deep into the tissue & massaging it out was immensely pleasurable, almost orgasmic at times.
This made me think a lot about the distinction I was drawing earlier, of what I guess I’ll call “positive” vs. “negative”, or “additive” vs. “subtractive” pleasure. This was very much subtractive pleasure, which could maybe be accurately characterized better as “relief”. In other words, nirvana-wards.
I decided that I was in a good state for a breakthrough. I wasn’t sure whether it would happen, since my acute tolerance was probably increasing, so I set the intention that I wasn’t striving for it to happen and that it would continue being a wonderful XP if it didn’t. So I took several (3-4) puffs in succession and lay back to watch.
Here, I noticed a some decoupling of drug effects. I was still getting visuals from each hit, though the open-eye effects were a little less intense, and the CEVs perhaps more. I was still getting positive-valence mental effects — bliss, equanimity, parsimony, &c. However there was a dramatically lowering of that “roller-coaster” feeling, the overwhelming-ness, the sense a drug has seized your experiential field & is now in charge. It’s possible that this was due to me simply becoming more comfortable.
However, the missing qualia is a pretty somatic one, so I think it’s probably acute tolerance attenuating different effects at different rates. Is DMT norepinephrinergic at all? Or is this an endogenous NE effect, or not related at all? Unsure, will research later. That’s a neurochemical I don’t have as much of an intuitive feel for as much as serotonin/dopamine/GABA. Also I should get to know glutamate sometime. Maybe it’s more of a “roller-coaster” feeling because you’re feeling the pull of a novel attractor.
So, a breakthrough didn’t happen; I think that feeling is probably integral to a breakthrough (though I’m speaking from ignorance for now). But I did get huge waves of bliss & felt my all of my mental representations get highly energized. This felt “hyperbolic” in the sense of there being “too much” to fit neatly in onto the mental workspace, so things start jumbling & intersecting and “space” itself expands into itself to accomodate. This is on the level of conceptual representations, so what exactly “intersecting” and “space” mean is left unspecified.
Here’s 2 tangential paragraphs about this. I’ve had this effect before, especially on 4-AcO-DMT and other 4-subbed tryptamines — most extremely, on a truly stupid dose of 160 4-AcO-DMT several years ago, combined with a heavy dissociative I don’t recall (perhaps diphenidine). Never do this! This was many, many years ago, before I had my relationships/career/gender transition/life together, when my thirst for spiritual revelation & relief was matched by my thirst for annihilation & urge to self-harm. Every mental concept just got hopelessly jumbled together and I couldn’t parse a single aspect of my experiential field. It overtook [my model of] my body & external reality, violently smashing together and shredding them and blending them into uncountably many infinitely thin, infinitely long threads all furiously tangling and colliding. There was a sensation of being flung & pulled along this sharp, fast stream along with all the other shreds of my world. As high-entropy a state as I can imagine.
In other words, the entire modeling mechanism of reality, inside & out, underwent a catastrophic system crash. It was immensely physically painful — I felt every bit of physical reality smashing through each other — and it collapsed into this extremely dissonant state with very few experiential components: a 1-frame flashing of pale green & red, an unbearably loud Hypnotoad-esque droning, and sheer unimaginable physical pain. This went on for subjective eternity — to abuse some math notation, I had this intuitive, unshakeable knowledge that S(t + Δt) = S(t), period. I realize now that I was deep, deep in a hellish & steep local minimum. Perhaps you could consider this a “hell realm”. Combined with the “holing” effect of the dissociative, I think this could fairly be considered a seizure-like state. I’m not sure if I was physically moving in reality, as I didn’t have any thrashing marks & I was alone (don’t do that!!), but I do think I wet myself a little. It was one of the worst eternal moments of my life. Walking through this experience with ~5 years of learning & growth behind me, writing this out has actually helped me understand the experience a lot better, so forgive the tangent. Come to think of it, STV has a lot of explanatory power w.r.t. why this was so dysphoric & traumatic, lots of little clues sprinkled in here — my representation system smashed into a catastrophically high-entropy, short-term-unrecoverable state of unfathomable dissonance, inducing physical & psychic agony.
Anyway, back to DMT.
After those 3-4 hits, maybe another part of why it wasn’t overwhelming was related to the notion of “entropy sinks” mentioned in the DMT + hyperbolization video above. I was getting enormous energization of all my representations, but I had no difficulty in skillfully directing them, in applying them to existing mental & physical tension points & smoothing them out, so there was no runaway accumulation. Symmetrization was also very dramatic in CEVs, planar hyperbolic geometries all interweaving at different angles, and the experience of this geometry was itself immensely blissful & high-valence, another strong point in favor of STV. I’d like to strive for brighter, more defined CEVs soon — if I had looked for them earlier, I think they’d’ve presented.
I then took some time to play around with & appreciate my body some more. I let myself explore my body & just revel in my love for it. Lots of transition-centric thoughts here. I played with my breasts, just lightly rubbing & poking them, feeling them jiggle, reveling in how good & right it felt that I had finally grown them after all this time. I felt along the curves of my hips, groping & squeezing, reveling in how good & right it felt that I have this deeply estrogenic body & mind. How, like, over these years I’ve finally found myself falling into the attractor of this cute, bubbly, exciteable, empathic girl I’ve always been meant to become.
I remembered feeling the slightest inscrutable tugs towards it, all those years ago. I remembered blundering around in the dark trying to interpret those gradient descents towards peace with my identity & body. I remembered starting to discover, reveal, & construct this second “persona attractor”, finding this spark of hope & understanding & rightness that I would kindle & cultivate over the coming years. And I remembered the moment I felt myself at the inflection point between the two local minima, the realization that the I could just let myself fall into it, and the immeasurable relief washing over me. I’m nearly in tears recounting this to you, contextualizing this deep consonance & harmony I feel, realizing just how much literal blood, sweat, & tears were demanded of me to achieve it.
I think I annealed a deep understanding of the nature & valence structure of gender transition (at least for my personal case study). It’s not like this isn’t something I’ve thought about in intricate detail for years, so I’ve already earned a very clear picture for myself, but it’s even crisper now, such a simple story once it clicks. STV honestly seems to have tremendous explanatory power w.r.t. gender transition, something I’d like to think & write about more in the future.
I also played around a lot with my representation/experience of sexual pleasure, which I don’t need to get into toooo much detail about, but it was incredible playing around in that space. One weird thing about my mind is that I kind of have a mental “button” wired up for sensual, sexual, submissive pleasure. In other words, I can just push the button whenever I want (I have dissociatives to thank for getting this circuitry wired correctly) — I can feel this submissive pleasure at will. It’s especially effective if I fantasize, so I spent some time letting myself revel in fantasies about various partners of mine doing various things to me, letting the vividity of the feelings wash over me. This wasn’t especially, ah, “intellectual” work, so I’ll leave it at that.
(Side note: I theorize a lot of the “attainments” of technical meditation essentially come down to programming buttons like this. I’m thinking particularly of the brahmavihara (“divine/sublime abodes”). They’ve been conveyed to me as like finding a housekey, so that you can enter anytime.)
Here’s another phenomenon I noticed during this period. A few times I felt a different piece of neural machinery start to whir up — specifically this notion of “self-consciousness”, what I would conceptualize as the submodule of your reality model responsible for modeling the way others would model you back. In other words, I felt this tugging from my self-consciousness engine, nagging with questions like “Don’t you look ridiculous, writhing around alone in your panties? Aren’t you being frivolous, frolicking in pleasure without any thought to intellectual work? What would <Person X> think if they saw you like this? Do you really deserve to consider yourself cute?”
What I’m trying to point out with this is that I found it extremely easy not to engage with this submodule. I could simply fail to regard it, not energizing that representation. Politely say “no thank you” to that mechanism & gingerly place its suggestions on the ground. In the language of NLWV, I noticed this perturbation, but I let it play out & be gone instead of batting down the ripples of the pond. Very anicca-flavored protocol, very familiar to me from meditative experience.
I found I had this ability with all sorts of mental mechanisms. I’m generally mindful of & moderately good at this, but it was cranked up to 11. I had great control over which facets of experience I did or didn’t engage with. If I had a thought about work-related stress, or guilt over lapses in my exercise hygiene, or anxiety about my thumb (which has a damaged ligament), I could so easily say “It’s not skillful for me to engage with & feed this story right now. Now’s not the time.” Strong equanimity. In this sense, I felt ease with & authority over which representations composed how much of my awareness. This is one sort of skill that samatha meditation cultivates, I think. It makes me realize how much I’ve slipped w.r.t. this skill over the past few years, once my life started going well & started growing more complacent.
So, in that moment, I found it easy to cold-shoulder those nagging feelings tugging me out of animal-pleasure-mind. I was able to let myself indulge in the luxuries I’ve cultivated for myself, without shame, which is actually really hard for me usually. I struggle with strong guilt about deserving any success or happiness I achieve. This is something I know I need to work on — being blissful when it is skillful to feel bliss; suffering when it is skillful to suffer.
Speaking of that equanimity, I’ve made a lot of progress towards “skillful sex” (lol), sexual dysphoria being a central theme of my journey from androgenic to estrogenic libido. Allowing your mind to cloud is always a great way to derail sexual pleasure or orgasm, so I’m happy to pick up more skills here.
Anyway, after a while of this, it felt like a good time to pack it up & let the afterglow run its course, starting to integrate the experience. So I put on some music (Strange Diary by Psychic Twin), lay down, & chilled for a while, eventually turning on a light-complexity video & eating some snacky food (which I typically avoid). I took 0.5 mg clonazepam to help still my mind. This XP kept me up till about 2am, but once I lay down to sleep, it didn’t take too long.
[T + 1 day]
I awoke & got up with ease, which is unusual for me. Perhaps residual stimulation combined with the benzo wearing off during the night, but this is also a known fruit of metta meditation which I’ve cultivated for long periods in the past, so this is something I’ll keep an eye on next time. Metta is something that I’ve practiced skillfully before and it’s at the top of my priority list for improving my meditation hygiene.
Mentally, I feel good. I took my standard 10 mg adderall & 300 mg gabapentin after waking, and I’ve had the energy & focus (and desire!) to write this report, which has taken several hours lol.
I do also have this sensation of being drained, too. It’s hard to explain because it’s not really valence-negative or preventing me from action. It kind of feels like a flatness; my closest approximation is not a recreational drug or crash but how I feel if I’m late with my estrogen injection. But in any case, I do know I need to have patience with & take care of myself today.
Damn! This bliss-stick is extremely powerful — not just in terms of how powerful its psychedelic grasp is, but in terms of the applicability of that power. I can see DMT helping me smooth out all sorts of specific (tactics-level) things about my life, and deliberately integrate all sorts of content, in addition to the sheer spiritual blastoff effects. A central theme in this XP is that feel of rounding out “angular” points of tension in mental representations, slipping down those parsimony gradients, massaging the joints of your mind.
I do get the strong intuition that this is a substance to be taken seriously. I won’t be using it casually… (well, for the most part. We’ll see). It’s funny to me that I tried so many drugs so many years ago before finally trying DMT, but I’m honestly glad I’m getting to know the crown jewel at this point in my life, with many different avenues of life experience to synthesize for interpretation & integration.
My cart is running fairly low. I’ll be getting more. I think if I had really gone for it right away, I would have had a breakthrough, so I’ll probably go for it soon 😊
Related trip report by Cube Flipper (pseudonym of an anonymous reader):
Vaping the Genderfluid: Exploring Gender Identity on DMT
Some background on me: I’m in my early thirties, AMAB, somewhere on the autism spectrum (which mostly manifests as skin sensory issues), and a long time Qualia Computing reader.
Sometime last year, my “egg cracked”, to use the parlance of our day. I’d read in the past how autism and gender dysphoria were heavily correlated. I revisited events from my past and decided it was worth exploring whether or not some of my experiences could be explained by gender dysphoria. I suspected that leaning into a more feminine gender identity might feel more comfortable and help me to “vibe” better.
I shaved my legs, got my ears pierced, and started adopting a more feminine identity internally. This felt not unlike flipping a Necker cube on myself from masculine to feminine. I figured out how to see a more female face in the mirror. I started to move differently. I experimented with my voice. I would mostly do this in social settings, though I’m not sure how noticeable it was from the outside.
I even spent three months on estrogen at one point, hoping that its use would help with my sensory issues (it did), before discontinuing its use for a number of unrelated reasons. The phenomenological effects were too numerous to go into detail here; I hope to write up a detailed “HRT trip report” at a later date. Long story short, I found estrogen to be anti-dissociative – like the opposite of ketamine (this assessment is informed by Zinnia Jones’ writeup comparing the effects of HRT with Lamotrigine). My senses felt more tightly integrated – less skin sensitivity, less “noise”, less annoying prediction errors – it was euphoric.
However, my gender identity still felt in flux, unstable. I wasn’t even sure ‘identity’ was a real thing – what is the qualia of identity?
Anyway, I recently gained access to a DMT vape pen, and have been using it on a daily basis to perform a low level annealing on myself, usually in the mornings after a bit of exercise.
I should describe my practice: I lie down, remove any uncomfortable clothing, and ensure my body is relaxed and in a symmetrical position with no muscles under tension. I take one or two puffs on the vape pen – not enough to see more than faint visuals – but enough to feel the bodily vibrations arise, settle, and crystallise throughout my body. I should be clear that my gender identity was not the focus of these experiences, high valence and annealing was.
I am a believer in Leharian force fields: Our sense of touch, bodily awareness, and space is embedded in something like a three-dimensional vector field. As we experience various stressors throughout our daily lives, various contractions, foldings, and distortions can work their way into the “force fields” which guide the way we move and the way we direct our attention. When I smoke DMT like this, I sometimes feel these contractions unfold themselves. This can be kind of unsettling at the time, but in the wake of these experiences I notice my awareness is more expanded and I feel I am navigating a much smoother, less crumpled “possibility space” as I go about my life. Notably, these “unfoldings” don’t tend to happen a second time after vaping DMT again afterwards.
Additionally, colours felt more vivid, and my senses felt brighter – not unlike how I felt on estrogen!
I continued this practice for perhaps a couple of weeks. Something I began to notice was that I was no longer flipping the Necker cube on myself; I was no longer bothering to lean into the feminine identity I had been experimenting with in social settings.
I theorise that the annealing process had drawn my self-model – a giant tree of priors – back towards the stable attractor of my pre-existing masculine identity. Imagine tuning the parameters on a slightly distorted Sierpinski pyramid, bringing it into alignment with itself. I felt comfortable with my masculinity again.
I hope nobody misunderstands me, I don’t mean to say that if you are transgender DMT can draw you back to a pre-transition identity. Quite the contrary, I think DMT can grant you the bandwidth necessary to assess which identity feels most internally robust to you. It’s quite likely that estrogen also can give you the boost required to explore and stabilise your sense of identity.
I had fun exploring my feminine side, and there’s parts of that experience which still stick with me; I still wear earrings and I still shave my legs (because it feels good… and it helps deal with sensory issues). I may yet return to these experiences someday.
We want it to explain why and how the structure of our experience is computationally relevant. Why would nature bother to wire, not only information per se, but our experiences in richly structured ways that seem to track task-relevant computation (though at times in elusive ways)?
I think we can derive an explanation here. It is both very theoretically satisfying and literally mind-bending. This allows us to rule out vast classes of computing systems as having no more than computationally trivial conscious experiences.
TL;DR: We have richly textured bound experiences precisely because the boundaries that individuate us also allow us to act as individuals in many ways. This individual behaviorcan reflect features of the state of the entire organism in energy-efficient ways. Evolution can recruit this individual, yet holistic, behavior due to its computational advantages.We think that the boundary might be the result of topological segmentation in physical fields.
Marr’s Levels of Analysis and the Being/Form Boundary
One lens we can use to analyze the possibility of sentience in systems is this conceptual boundary between “being” and “form”. Here “being” refers to the interiority of things- their intrinsic likeness. “Form” on the other hand refers to how they appear from the outside. Where you place the being/form boundary influences how you make sense of the world around you. One factor that seems to be at play for where you place the being/form boundary is your implicit background assumptions about consciousness. In particular, how you think of consciousness in relation to Marr’s levels of analysis:
If you locate consciousness at the computational (or behavioral) level, then the being/form boundary might be computation/behavior. In other words, sentience simply is the performance of certain functions in certain contexts.
If you locate it at the algorithmic level, then the being/form boundary might become algorithm/computation. Meaning that what matters for the inside is the algorithm, whereas the outside (the form) is the function the algorithm produces.
And if you locate it at the implementation level, you will find that you identify being with specific physical situations (such as phases of matter and energy) and form as the algorithms that they can instantiate. In turn, the being/form boundary looks like crystals & bubbles & knots of matter and energy vs. how they can be used from the outside to perform functions for each other.
How you approach the question of whether a given chatbot is sentient will drastically depend on where you place the being/form boundary.
Many arguments against the sentience of particular computer systems are based on algorithmic inadequacy. This, for example, takes the form of choosing a current computational theory of mind (e.g. global workspace theory) and checking if the algorithm at play has the bare bones you’d expect a mind to have. This is a meaningful kind of analysis. And if you locate the being/form boundary at the algorithmic level then this is the only kind of analysis that seems to make sense.
What stops people from making successful arguments concerning the implementation level of analysis is confusion about the function for consciousness. So which physical systems are or aren’t conscious seems to be inevitably an epiphenomenalist construct. Meaning that drawing boundaries around systems with specific functions is an inherently fuzzy activity and any criteria we choose for whether a system is performing a certain function will be at best a matter of degree (and opinion).
The way of thinking about phenomenal boundaries I’m presenting in this post will escape this trap.
But before we get there, it’s important to point out the usefulness of reasoning about the algorithmic layer:
Algorithmic Structuring as a Constraint
I think that most people who believe that digital sentience is possible will concede that at least in some situations The Chinese Room is not conscious. The extreme example is when the content of the Chinese Room turns out to be literally a lookup table. Here a simple algorithmic concern is sufficient to rule out its sentience: a lookup table does not have an inner state! And what you do, from the point of view of its inner workings, is the same no matter if you relabel which input goes with what output. Whatever is inscribed in the lookup table (with however many replies and responses as part of the next query) is not something that the lookup table structurally has access to! The lookup table is, in an algorithmic sense, blind to what it is and what it does*. It has no mirror into itself.
Algorithmic considerations are important. To not be a lookup table, we must have at least some internal representations. We must consider constraints on “meaningful experience”, such as probably having at least some of, or something analogous to: a decent number of working memory slots (and types), a good size of visual field, resolution of color in terms of Just Noticeable Differences, and so on. If your algorithm doesn’t even try to “render” its knowledge in some information-rich format, then it may lack the internal representations needed to really “understand”. Put another way: imagine that your experience is like a Holodeck. Ask the question of what is the lower bound on the computational throughput of each sensory modality and their interrelationships. Then see if the algorithm you think can “understand” has internal representations of that kind at all.
Steel-manning algorithmic concerns involves taking a hard look at the number of degrees of freedom of our inner world-simulation (in e.g. free-wheeling hallucinations) and making sure that there are implicit or explicit internal representations with roughly similar computational horsepower as those sensory channels.
I think that this is actually an easy constraint to meet relative to the challenge of actually creating sentient machines. But it’s a bare minimum. You can’t let yourself be fooled by a lookup table.
In practice, the AI researchers will just care about metrics like accuracy, meaning that they will use algorithmic systems with complex internal representations like ours only if it computationally pays off to do so! (Hanson in Age of EM makes the bet it that it is worth simulating a whole high-performing human’s experience; Scott points out we’d all be on super-amphetamines). Me? I’m extremely skeptical that our current mindstates are algorithmically (or even thermodynamically!) optimal for maximally efficient work. But even if normal human consciousness or anything remotely like it was such a global optimum that any other big computational task routes around to it as an instrumental goal, I still think we would need to check if the algorithm does in fact create adequate internal representations before we assign sentience to it.
Thankfully I don’t think we need to go there. I think that the most crucial consideration is that we can rule out a huge class of computing systems ever being conscious by identifying implementation-level constraints for bound experiences. Forget about the algorithmic level altogether for a moment. If your computing system cannot build a bound experience from the bottom up in such a way that it has meaningful holistic behavior, then no matter what you program into it, you will only have “mind dust” at best.
What We Want: Meaningful Boundaries
In order to solve the boundary problem we want to find “natural” boundaries in the world to scaffold off of those. We take on the starting assumption that the universe is a gigantic “field of consciousness” and the question of how atoms come together to form experiences becomes how this field becomes individuated into experiences like ours. So we need to find out how boundaries arise in this field. But these are not just any boundary, but boundaries that are objective, frame-invariant, causally-significant, and computationally-useful. That is, boundaries you can do things with. Boundaries that explain why we are individuals and why creating individual bound experiences was evolutionarily adaptive; not only why it is merely possible but also advantageous.
My claim is that boundaries with such properties are possible, and indeed might explain a wide range of puzzles in psychology and neuroscience. The full conceptually satisfying explanation results from considering two interrelated claims and understanding what they entail together. The two interrelated claims are:
(1) Topological boundaries are frame-invariant and objective features of physics
(2) Such boundaries are causally significant and offer potential computational benefits
I think that these two claims combined have the potential to explain the phenomenal binding/boundary problem (of course assuming you are on board with the universe being a field of consciousness). They also explain why evolution was even capable of recruiting bound experiences for anything. Namely, that the same mechanism that logically entails individuation (topological boundaries) also has mathematical features useful for computation (examples given below). Our individual perspectives on the cosmos are the result of such individuality being a wrinkle in consciousness (so to speak) having non-trivial computational power.
And the technical reason why topological segmentation provides the solution is that with it: (1) no strong emergence is required because behavioral holism is only weakly emergent on the laws of physics, (2) we sidestep the hard problem via panpsychism, (3) phenomenal binding is not epiphenomenal because the topological segments have holistic causal effects (such that evolution would have a reason to select for them), and (4) we build on top of the laws of physics rather than introduce new clauses to account for what happens in the nervous system. In this post you’ll get a general walkthrough of the solution. The fully rigorous, step by step, line of argumentation will be presented elsewhere. Please see the video for the detailed breakdown of alternative solutions to the binding/boundary problem and why they don’t work.
Holistic (Field) Computing
A very important move that we can make in order to explore this space is to ask ourselves if the way we think about a concept is overly restrictive. In the case of computation, I would claim that the concept is either applied extremely vaguely or that making it rigorous makes its application so narrow that it loses relevance. In the former case we have the tendency for people to equate consciousness with computation in a very abstract level (such as “resource gathering” and “making predictions” and “learning from mistakes”). In the latter we have cases where computation is defined in terms of computable functions. The conceptual mistake to avoid is to think that just because you can compute a function with a Turing machine, that therefore you are creating the same inner (bound or not) physical states along the way. And while yes, it would be possible to approximate the field behavior we will discuss below with a Turing machine, it would be computationally inefficient (as it would need to simulate a massively parallel system) and lack the bound inner states (and their computational speedups) needed for sentience.
The (conceptual engineering) move I’m suggesting we make is to first of all enrich our conception of computation. To notice that we’ve lived with an impoverished notion all along.
I suggest that our conception of computation needs to be broad enough to include bound states as possible meaningful inputs, internal steps and representations, and outputs. This enriched conception of computation would be capable of making sense of computing systems that work with very unusual inputs and outputs. For instance, it has no problem thinking of a computer that takes as input chaotic superfluid helium and returns soap bubble clusters as outputs. The reason to use such exotic medium is not to add extra steps, but in fact to remove extra steps by letting physics do the hard work for you.
To illustrate just one example of what you can do with this enriched paradigm of computing I am trying to present to you, let’s now consider the hidden computational power of soap films. Say that you want to connect three poles with a wire. And you want to minimize how much wire you use. One option is to use trigonometry and linear algebra, another one is to use numerical simulations. But an elegant alternative is to create a model of the poles between two parallel planes and then submerge the structure in soapy water.
Letting the natural energy-minimizing property of soap bubbles find the shortest connection between three poles is an interesting way of performing a computation. It is uniquely adapted to the problem without needing tweaks or adjustments – the self-organizing principle will work the same (within reason) wherever you place the poles. You are deriving computational power from physics in a very customized way that nonetheless requires no tuning or external memory. And it’s all done simply by each point of the surface wanting to minimize its tension. Any non-minimal configuration will have potential energy, which then gets transformed into kinetic energy and makes it wobble, and as it wobbles it radiates out its excess energy until it reaches a configuration where it doesn’t wobble anymore. So you have to make the solution of your problem precisely a non-wobbly state!
In this way of thinking about computation, an intrinsic part of the question about what kind of thing a computation is will depend on what physical processes were utilized to implement it. In essence, we can (and I think should) enrich our very conception of computation to include what kind of internal bound states the system is utilizing, and the extent to which the holistic physical effects of such inner states are computationally trivial or significant.
We can call this paradigm of computing “Holistic Computing”.
From Soap Bubbles to ISING-Solvers Meeting Schedulers Implemented with Lasers
Let’s make a huge jump from soap water-based computation. A much more general case that is nonetheless in the same family as using soap bubbles for compute, is having a way to efficiently solve the ISING problem. In particular, having an analog physics-based annealing method in this case comes with unique computational benefits: it turns out that non-linear optics can do this very efficiently. You are in a certain way using the universe’s very frustration with the problem (don’t worry I don’t think it suffers) to get it solved. Here is an amazing recent example: Ising Machines: Non-Von Neumann Computing with Nonlinear Optics – Alireza Marandi – 6/7/2019 (presented at Caltech).
The person who introduces Marandi in the video above is Kwabena Boahen, with whom I had the honor to take his course at Stanford (and play with the neurogrid!). Back in 2012 something like the neurogrid seemed like the obvious path to AGI. Today, ironically, people imagine scaling transformers is all you need. Tomorrow, we’ll recognize the importance of holistic field behavior and the boundary problem.
One way to get there on the computer science front will be by first demonstrating a niche set of applications where e.g. non-linear optics ISING solvers vastly outperform GPUs for energy minimization tasks in random graphs. But as the unique computational benefits become better understood, we will sooner or later switch from thinking about how to solve our particular problem, to thinking about how we can cast our particular problem as an ISING/energy minima problem so that physics solves the problem for us. It’s like having a powerful computer but it only speaks a very specific alien language. If you can translate your problem into its own terms, it’ll solve it at lightning speed. If you can’t, it will be completely useless.
Intelligence: Collecting and Applying Self-Organizing Principles
This takes us to the question of whether general intelligence is possible without switching to a Holistic Computing paradigm. Can you have generally intelligent (digital) chatbots? In some senses, yes. In perhaps the most significant sense, no.
Intelligence is a contentious topic (see here David Pearce’s helpful breakdown of 6 of its facets). One particular facet of intelligence that I find enormously fascinating and largely under-explored is the ability to make sense of new modes of consciousness and then recruit them for computational and aesthetic purposes. THC and music production have a long history of synergy, for instance. A composer who successfully uses THC to generate musical ideas others find novel and meaningful is applying this sort of intelligence. THC-induced states of consciousness are largely dysfunctional for a lot of tasks. But someone who utilizes the sort of intelligence (or meta-intelligence) I’m pointing to will pay attention to the features of experience that do have some novel use and lean on those. THC might impair working memory, but it also expands and stretches musical space. Intensifies reverb, softens rough edges in heart notes, increases emotional range, and adds synesthetic brown noise (which can enhance stochastic resonance). With wit and determination (and co-morbid THC/music addiction), musical artists exploit the oddities of THC musicality to great effect, arguably some much more successfully than others.
The kind of reframe that I’d like you to consider is that we are all in fact something akin to these stoner musicians. We were born with this qualia resonator with lots of cavities, kinds of waves, levels of coupling, and so on. And it took years for us to train it to make adaptive representations of the environment. Along the way, we all (typically) develop a huge repertoire of self-organizing principles we deploy to render what we believe is happing out there in the world. The reason why an experience of “meditation on the wetness of water” can be incredibly powerful is not because you are literally tuning into the resonant frequency of the water around you and in you. No, it’s something very different. You are creating the conditions for the self-organizing principle that we already use to render our experiences with water to take over as the primary organizer of our experience. Since this self-organizing principle does not, by its nature, generate a center, full absorption into “water consciousness” also has a no-self quality to it. Same with the other elements. Excitingly, this way of thinking also opens up our mind about how to craft meditations from first principles. Namely, by creating a periodic table of self-organizing principles and then systematically trying combinations until we identify the laws of qualia chemistry.
You have to come to realize that your brain’s relationship with self-organizing principles is like that of a Pokémon trainer and his Pokémon (ideally in a situation where Pokémon play the Glass Bead Game with each other rather than try to hurt each other– more on that later). Or perhaps like that of a mathematician and clever tricks for proofs, or a musician and rhythmic patterns, and so on. Your brain is a highly tamed inner space qualia warp drive usually working at 1% or less. It has stores of finely balanced and calibrated self-organizing principles that will generate the right atmospheric change to your experience at the drop of a hat. We are usually unaware of how many moods, personalities, contexts, and feelings of the passage of time there are – your brain tries to learn them all so it has them in store for whenever needed. All of a sudden: haze and rain, unfathomable wind, mercury resting motionless. What kind of qualia chemistry did your brain just use to try to render those concepts?
We are using features of consciousness -and the self-organizing principles it affords- to solve problems all the time without explicitly modeling this fact. In my conception of sentient intelligence, being able to recruit self-organizing principles of consciousness for meaningful computation is a pillar of any meaningfully intelligent mind. I think that largely this is what we are doing when humans become extremely good at something (from balancing discs to playing chess and empathizing with each other). We are creating very specialized qualia by finding the right self-organizing principles and then purifying/increasing their quality. To do an excellent modern day job that demands constraint satisfaction at multiple levels of analysis at once likely requires us to form something akin to High-Entropy Alloys of Consciousness. That is, we are usually a judiciously chosen mixture of many self-organizing principles balanced just right to produce a particular niche effect.
David Pearce’s conception of Full-spectrum Superintelligence is inspiring because it takes into account the state-space of consciousness (and what matters) in judging the quality of a certain intelligence in addition to more traditional metrics. Indeed, as another key conceptual engineering move, I suggest that we can and need to enrich our conception of intelligence in addition to our conception of computation.
So here is my attempt at enriching it further and adding another perspective. One way we can think of intelligence is as the ability to map a problem to a self-organizing principle that will “solve it for you” and having the capacity to instantiate that self-organizing principle. In other words, intelligence is, at least partly, about efficiency: you are successful to the extent that you can take a task that would generally require a large number of manual operations (which take time, effort, and are error-prone) and solve it in an “embodied” way.
Ultimately, a complex system like the one we use for empathy mixes both serial and parallel self-organizing principles for computation. Empathy is enormously cognitively demanding rather than merely a personality trait (e.g. agreeableness), as it requires a complex mirroring capacity that stores and processes information in efficient ways. Exploring exotic states of consciousness is even more computationally demanding. Both are error-prone.
Succinctly, I suggest we consider:
One key facet of intelligence is the capacity to solve problems by breaking them down into two distinct subproblems: (1) find a suitable self-organizing principle you can instantiate reliably, and (2) find out how to translate your problem to a format that our self-organizing principle can be pointed at so that it solves it for us.
Here is a concrete example. If you want to disentangle a wire, you can try to first put it into a discrete datastructure like a graph, and then get the skeleton of the knot in a way that allows you to simplify it with Reidemeister moves (and get lost in the algorithmic complexity of the task). Or you could simply follow the lead of Yu et al. 2021 and make the surfaces repulsive and let this principle solve the problem for you.
These repulsion-based disentanglement algorithm are explained in this video. Importantly, how to do this effectively still needs fine tuning. The method they ended up using was much faster than the (many) other ones tried (a Full-Spectrum Superintellligence would be able to “wiggle” the wires a bit if they got stuck, of course):
This is hopefully giving you new ways of thinking about computation and intelligence. The key point to realize is that these concepts are not set in stone, and to a large extent may limit our thinking about sentience and intelligence.
Now, I don’t believe that if you simulate a self-organizing principle of this sort you will get a conscious mind. The whole point of using physics to solve your problem is that in some cases you get better performance than algorithmically representing a physical system and then using that simulation to instantiate self-organizing principles. Moreover physics simulations, to the extent they are implemented in classical computers, will fail to generate the same field boundaries that would be happening in the physical system. To note, physics-inspired simulations like [Yu et al 2021] are nonetheless enormously helpful to illustrate how to think of problem-solving with a massively parallel analog system.
Are Neural Cellular Automata Conscious?
The computational success of Neural Cellular Automata is primarily algorithmic. In essence, digitally implemented NCA are exploring a paradigm of selection and amplification of self-organizing principles, which is indeed a very different way of thinking about computation. But critically any NCA will still lack sentience. The main reasons are that they (a) don’t use physical fields with weak downward causation, and (b) don’t have a mechanism for binding/boundary making. Digitally-implemented cellular automata may have complex emergent behavior, but they generate no meaningful boundaries (i.e. objective, frame-invariant, causally-significant, and computationally-useful). That said, the computational aesthetic of NCA can be fruitfully imported to the study of Holistic Field Computing, in that the techniques for selecting and amplifying self-organizing principles already solved for NCAs may have analogues in how the brain recruits physical self-organizing principles for computation.
Exotic States of Consciousness
Perhaps one of the most compelling demonstrations of the possible zoo (or jungle) of self-organizing principles out of which your brain is recruiting but a tiny narrow range is to pay close attention to a DMT trip.
DMT states of consciousness are computationally non-trivial on many fronts. It is difficult to emphasize how enriched the set of experiential building blocks becomes in such states. Their scientific significance is hard to overstate. Importantly, the bulk of the computational power on DMT is dedicated to trying to make the experience feel good and not feel bad. The complexity involved in this task is often overwhelming. But one could envision a DMT-like state in which some parameters have been stabilized in order to recruit standardized self-organizing principles available only in a specific region of the energy-information landscape. I think that cataloguing the precise mathematical properties of the dynamics of attention and awareness on DMT will turn out to have enormous _computational_ value. And a lot of this computational value will generally be pointed towards aesthetic goals.
To give you a hint of what I’m talking about: A useful QRI model (indeed, algorithmic reduction) of the phenomenology of DMT is that it (a) activates high-frequency metronomes that shake your experience and energize it with a high-frequency vibe, and (b) a new medium of wave propagation gets generated that allows very disparate parts of one’s experience to interact with one another.
At a sufficient dose, DMT’s secondary effect also makes your experience feel sort of “wet” and “saturated”. Your whole being can feel mercurial and liquidy (cf: Plasmatis and Jim Jam). A friend speculates that’s what it’s like for an experience to be one where everything is touching everything else (all at once).
To a first approximation, I posit that the complex geometry of DMT experiences are indeed the non-linearities of the DMT-induced wave propagation medium that appear when it is sufficiently energized (so that it transitions from the linear to the non-linear regime). In other words, the complex hallucinations are energized patterns of non-linear resonance trying to radiate out their excess energy. Indeed, as you come down you experience the phenomenon of condensation of shapes of qualia.
Now, we currently don’t know what computational problems this uncharted cornucopia of self-organizing principles could solve efficiently. The situation is analogous to that of the ISING Solver discussed above: we have an incredibly powerful alien computer that will do wonders if we can speak its language, and nothing useful otherwise. Yes, DMT’s computational power is an alien computer in search of a problem that will fit its technical requirements.
One of the cool phenomenological observations Lehar made based on his exploration with DXM was that each phenomenal object has its own resonant frequency. In particular, each object is constructed with waves interfering with each other at a high-enough energy that they bounce off each other (i.e. are non-linear). The relative vibration of the phenomenal objects is a function of the frequencies of resonance of the waves of energy bouncing off each other that are constructing the objects.
In this way, we can start to see how a “vibe” can be attributed to a particular phenomenal object. In essence, long intervals will create lower resonant frequencies. And if you combine this insight with QRI paradigms, you see how the vibe of an experience can modulate the valence (e.g. soft ADSR envelopes and consonance feeling pleasant, for instance). Indeed, on DMT you get to experience the high-dimensional version of music theory, where the valence of a scene is a function of the crazy-complex network of pairwise interactions between phenomenal objects with specific vibratory characteristics. Give thanks to annealing because tuning this manually would be a nightmare.
But then there is the “global” vibe…
So far I’ve provided examples of how Holistic Computing enriches our conception of intelligence, computing, and how it even shows up in our experience. But what I’ve yet to do is connect this with meaningful boundaries, as we set ourselves to do. In particular, I haven’t explained why Holistic Computing would arise out of topological boundaries.
For the purpose of this essay I’m defining a topological segment (or pocket) to be a region that can’t be expanded further without this becoming false: every point in the region locally belongs to the same connectedspace.
The Balloons’ Case
In the case of balloons this cashes out as: a topological segment is one where each point can go to any other point without having to go through connector points/lines/planes. It’s essentially the set of contiguous surfaces.
Now, each of these pockets can have both a rich set of connections to other pockets as well as intricate internal boundaries. The way we could justify Computational Holism being relevant here is that the topological pockets trap energy, and thus allow the pocket to vibrate in ways that express a lot of holistic information. Each contiguous surface makes a sound that represents its entire shape, and thus behaves as a unit in at least this way.
The General Case
An important note here is that I am not claiming that (a) all topological boundaries can be used for Holistic Computing, or (b) to have Holistic Computing you need to have topological boundaries. Rather, I’m claiming that the topological segmentation responsible for individuating experiences does have applications for Holistic Computing and that this conceptually makes sense and is why evolution bothered to make us conscious. But for the general case, you probably do get quite a bit of both Holistic Computing without topological segmentation and vice versa. For example an LC circuit can be used for Holistic Computing on the basis of its steady analog resonance, but I’m not sure if it creates a topological pocket in the EM fields per se.
At this stage of the research we don’t have a leading candidate for the precise topological feature of fields responsible for this. But the explanation space is promising based on being able to satisfy theoretical constraints that no other theory we know of can.
But I can nonetheless provide a proof of concept for how a topological pocket does come with really impactful holism. Let’s dive in!
Getting Holistic Behavior Out of a Topological Pocket
Creating a topological pocket may be consequential in one of several ways. One option for getting holistic behavior arises if you can “trap” energy in the pocket. As a consequence, you will energize its harmonics. The particular way the whole thing vibrates is a function of the entire shape at once. So from the inside, every patch now has information about the whole (namely, by the vibration it feels!).**
One possible overarching self-organizing principle that the entire pocket may implement is valence-gradient ascent. In particular, some configurations of the field are more pleasant than others and this has to do with the complexity of the global vibe. Essentially, the reason no part of it wants to be in a pocket with certain asymmetries, is because those asymmetries actually make themselves known everywhere within the pocket by how the whole thing vibrates. Therefore, for the same reason a soap bubble can become spherical by each point on the surface trying to locally minimize tension, our experiences can become symmetrical and harmonious by having each “point” in them trying to maximize its local valence.
And here we arrive at perhaps one of the craziest but coolest aspects of Holistic Computing I’ve encountered. Essentially, if we go to the non-linear regime, then the whole vibe is not merely just the weighted sum of the harmonics of the system. Rather, you might have waves interfere with each other in a concentrated fashion in the various cores/clusters, and in turn these become non-linear structures that will try to radiate out their energy. And to maximize valence there needs to be a harmony between the energy coming in and out of these dense non-linearities. In our phenomenology this may perhaps point to our typical self-consciousness. In brief, we have an internal avatar that “reflects” the state of the whole! We are self-mirroring machines! Now this is really non-trivial (and non-linear) Holistic Computing.
Cut From the Same Fabric
So here is where we get to the crux of the insight. Namely, that weakly emergent topological changes can simultaneously have non-trivial causal/computational effects while also solving the boundary problem. We avoid strong emergence but still get a kind of ontological emergence: since consciousness is being cut out of one huge fabric of consciousness, we don’t ever need strong emergence in the form of “consciousness out of the blue all of a sudden”. What you have instead is a kind of ontological birth of an individual. The boundary legitimately created a new being, even if in a way the total amount of consciousness is the same. This is of course an outrageous claim (that you can get “individuals” by e.g. twisting the electric field in just the right way). But I believe the alternatives are far crazier once you understand what they entail.
In a Nutshell
To summarize, we can rule out any of the current computational systems implementing AI algorithms to have anything but trivial consciousness. If there are topological pockets created by e.g. GPUs/TPUs, they are epiphenomenal – the system is designed so that only the local influences it has hardcoded can affect the behavior at each step.
The reason the brain is different is that it has open avenues for solving the boundary problem. In particular, a topological segmentation of the EM field would be a satisfying option, as it would simultaneously give us both holistic field behavior (computationally useful) and a genuine natural boundary. It extends the kind of model explored by Johnjoe McFadden (Conscious Electromagnetic Information Field) and Susan Pockett (Consciousness Is a Thing, Not a Process). They (rightfully) point out that the EM field can solve the binding problem. The boundary problem, in turn, emerges. With topological boundaries, finally, you can get meaningful boundaries (objective, frame-invariant, causally-significant, and computationally-useful).
This conceptual framework both clarifies what kind of system is at minimum required for sentience, and also opens up a research paradigm for systematically exploring topological features of the fields of physics and their plausible use by the nervous system.
* See the “Self Mirroring” section to contrast the self-blindness of a lookup table and the self-awareness of sentient beings.
** More symmetrical shapes will tend to have more clean resonant modes. So to the extent that symmetry tracks fitness on some level (e.g. ability to shed off entropy), then quickly estimating the spectral complexity of an experience can tell you how far it is from global symmetry and possibly health (explanation inspired by: Johnson’s Symmetry Theory of Homeostatic Regulation).
Many thanks to Michael Johnson, David Pearce, Anders & Maggie, and Steven Lehar for many discussions about the boundary/binding problem. Thanks to Anders & Maggie and to Mike for discussions about valence in this context. And thanks to Mike for offering a steel-man of epiphenomenalism. Many thank yous to all our supporters! Much love!
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
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.
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).
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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).
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.
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”).
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.
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! 🙂
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!
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.
Thinking Like a Musical Instrument or Psychoactive Substances Give Access to the Nature of Brains (link)
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
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
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.
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.
[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.
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]
Neural Correlates of the DMT Experience Assessed with Multivariate EEG (Christopher Timmermann, Leor Roseman, Michael Schartner, Raphael Milliere, Luke T. J. Williams, David Erritzoe, Suresh Muthukumaraswamy, Michael Ashton, Adam Bendrioua, Okdeep Kaur, Samuel Turton, Matthew M. Nour, Camilla M. Day, Robert Leech, David J. Nutt & Robin L. Carhart-Harris)
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).
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.
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.
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”.
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:
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.
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!
~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~
Excerpt from The Science of Enlightenment (2005) by Shinzen Young (p. xv-xvii)
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.
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 noiseas 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)