Digital Computers Will Remain Unconscious Until They Recruit Physical Fields for Holistic Computing Using Well-Defined Topological Boundaries

[Epistemic Status: written off the top of my head, thought about it for over a decade]

What do we desire for a theory of consciousness?

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 behavior can 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.

In technical terms, I argue that a satisfactory solution to the boundary problem (1) avoids strong emergence, (2) sidesteps the hard problem of consciousness, (3) prevents the complication of epiphenomenalism, and (4) is compatible with the modern scientific world picture.

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.

(source)

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.

Meta-Intelligence

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

(source)

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):

(source)

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.

3D Space Group (CEV on low dose DMT)

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).

There are many Indra’s Net-type experiences in this space. In brief, experiences where “each part reflects every other part” are an energy minimum that also reduces prediction errors. And there is a fascinating non-trivial connection with the Free Energy Principle, where experiences that minimize internal prediction errors may display a lot of self-similarity.

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.

Vibe-To-Shape-And-Back

Michael Johnson, Selen Atasoy, and Steven Lehar all have shaped my thinking about resonance in the nervous system. Steven Lehar in particular brought to my attention non-linear resonance as a principle of computation. In essays like The Constructive Aspect of Visual Perception he presents a lot of visual illusions for which non-linear resonance works as a general explanatory principle (and then in The Grand Illusion he reveals how his insights were informed by psychonautic exploration).

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…

Topological Pockets

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 connected space.

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!).**

(image source)

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.

Self Mirroring

From Lehar’s Cartoon Epistemology

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).


See also:


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!

Infinite bliss!

DMT and Hyperbolic Geometry: 1 Million Views Special

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

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


Introduction: What’s Useful Phenomenology?

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

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

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

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

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

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

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

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

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


The Hyperbolic Geometry of DMT Experiences

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

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

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

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

More Recent DMT Insights

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

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

DMT-related Media Appearances

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


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

(source)


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

Infinite bliss!


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

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

High Valence 5-MeO-DMT + Nitrous Oxide Trip Report from an Anonymous Reader

Here’s an interesting report I received a few days ago. It’s noteworthy due to the author’s familiarity with QRI paradigms, emphasis on the phenomenal character rather than on the intentional content of the experience, and its interest in observing the structural properties of valence. [Comments and links added by me].

25/03/2021 – Conversations with my ‘self’ and cheat codes to bliss

Demographic information:

Age: 24
Gender: Male
Ethnicity: European descent
Weight: 70-75kg
Height: 170-180cm

Substances consumed:

T- 1:30 45g raw cacao (solid) [NOTE: it’s unsafe to combine 5-MeO-DMT and MAOIs. I do not know if cacao’s MAOIs in these doses could possibly represent a problem, but out of an abundance of caution I’d recommend against it.]
T+/- 0:00 ~30mg(?) 5-MeO-DMT (freebase)
T+ 0:25-1:30 13 double balloons of nitrous oxide
T+ 0:35 ~50mg cannabis

Set and setting:

I prepared my room by cleaning the air with my HEPA purifier, increasing the temperature to a comfortable degree, turning off all the lights (except for a dull red light in the corner), and collecting various soft blankets and pillows into a heap on my bed.

I prepared my mind by drinking cacao, re-reading some of my favourite 5-MeO-DMT trip reports and accounts of its phenomenology, and meditating for 20 minutes.

Past experiences:

Two past experiences with 5-MeO-DMT at low doses:

  1. A dose of 10-15mg (plugged) in which I experienced ~45 minutes of very slight effects. Around 15 minutes into the experience I decided to experiment with nitrous oxide, which I discovered increased the feeling of connectedness and bliss considerably, but still not to the level of combining high doses of other drugs with nitrous. Around 30 minutes into the experience and past the ‘peak’ I vaporised a small amount of cannabis, which brought back the intensity of the 5-MeO-DMT for a brief period (~10 mins) in conjunction with the nitrous.
  2. A dose of ~5mg (vaporised) to test ‘the machine’ pipe that I built. The energy / intensity I felt was perhaps 5 times greater than my past experience with 5-MeO-DMT (not counting the nitrous and cannabis synergy), but only lasted for about 10 minutes.

Two past experiences of N,N-DMT at low doses:

  1. A mild dose of ayahuasca.
  2. A moderate dose of changa (to the ‘Magic Eye Level’).

Lots of experience (~50+) with conventional psychedelics (e.g., LSD, Mescaline, Psilocybin, 2C-B), often mixed with other psychoactive compounds (e.g., cannabis, ketamine, MDMA, nitrous oxide, Syrian rue).

Philosophical background:

I have studied analytic philosophy near full-time for the past eight years with a focus on philosophy of mind, philosophy of biology, applied ethics, well-being, and value theory. During this time, I have developed a strong personal ontology of experientialism (i.e., subjective experiences are important to answering philosophical questions in a fundamental rather than instrumental sense).

I have actively followed LessWrong & its blogging community for the past three years, and first encountered QRI and Qualia Computing approximately two years ago. For the past year, perhaps 70-80% of my recreational research consumption has consisted of QRI content or adjacent material. I broadly agree with QRI paradigms – in particular, the notion that the best way to understand subjective experiences involves analyzing their structural rather than representational content. About three months ago, I also converted from empty individualism to open individualism.

Phenomenology report:

I was gifted about ~40mg of 5-MeO-DMT from a friend. Unfortunately, they did not weigh it out, nor do I have a precision scale, so the actual quantity of the substance I received could have been +/- 10mg from the estimated quantity.1 I had already used one quarter of this amount (10mg) to test my vaporisation apparatus, of which I wasted half (5mg), so I assumed that I had 30mg left. After talking with some friends and weighing up the risks, I decided that I would try to vaporise the remaining quantity in one go. I strongly discourage anybody reading this report from being so reckless; my rationale was that (1) I have limited access to 5-MeO-DMT and I did not want to waste this rare opportunity, (2) I have extensively researched the phenomenology of 5-MeO-DMT consumption and knew what to expect, and (3) my prior on having a ‘bad trip’ on conventional psychedelics is very low.2

Earlier in the evening I consumed 45g of raw cacao, which I grated up and boiled in a small pot of soy milk (with monk fruit extract added to sweeten the mix). The subjective effects of unprocessed cacao at high doses are very slight and similar to coffee (probably due to its mild caffeine content), but with more of an empathetic and euphoric quality. That said, I suspect that an individual’s expectations also play a nontrivial role in producing these effects.

After preparing my room and meditating for a short period to lower my heart rate (which I measured using a pulse oximeter), I fired up ‘the machine’. Due to the small size of the device, the chamber filled up fairly quickly and I lost some vapor, so after about 20 seconds I began to slowly inhale the contents of the chamber while continuing to heat the steel mesh with my butane torch. Soon enough I began to feel the effects of the substance, and once I lost the ability to coordinate my hands I placed the device gently on my bed, wrapped myself up in a soft blanket, and lay down with my eyes closed. In the background, I had the song ‘Structures from Silence’ by Steve Roach playing quietly.

My memories of the peak are very limited, and that is because I lost the capacity to experience the passing of time, the boundaries of space, and even the first-person phenomenology of thought. While I have had psychedelic experiences resembling descriptions of ego death before, I don’t believe that I have ever had an experience in which my attention – the focussing of my awareness on particular aspects of my experience – was entirely absent from my consciousness. Without this capacity, the appearance of duality within my experience collapsed, such as the distinction between subject and object, internal and external, or mind and body. This corresponds with nondual accounts of 5-MeO-DMT that I have previously read where people experience ‘becoming one with the universe’ or ‘pure consciousness’.

An important takeaway from this trip was that while the valence of the experience was very high, it felt qualitatively different from ordinary instances of high valence experiences, such as physical pleasure. If I had to describe the general qualia of being on 5-MeO-DMT, I would use the terms ‘significant’ or ‘meaningful’ rather than ‘good’ or ‘enjoyable’ [see a similar observation made on this trip report]. Consider the feeling of encountering something so profoundly important that it cuts deep into your conception of intrinsic value, and then increase the intensity of that feeling by a few orders of magnitude. However, I could not point out where in my field of experience the feeling of ‘significance’ was located, suggesting global rather than local coherence.3 Additionally, while the information content of the experience was extremely low, the feeling of ‘connectedness’ was extremely high.4 I remember observing this as I was coming up and coming down from the peak – the perception of ‘synchrony’ between different modes of my experience directly mapped onto its perceived intensity.

After I had regained my attention, the first thing I noticed within my body was how heavily I was breathing – louder and faster than if I had just finished a sprint [I don’t know how common this is, and/or if it might be related to the cacao consumed before the experience]. From past experiences of ego-disillusion, I know that once I have passed an energy threshold my nervous system will instantiate a ‘self-preservation’ algorithm which involves breathing heavily. Soon after noticing this, I became aware that I was on 5-MeO-DMT and so I was not alarmed. My body then began to cry; however, as my consciousness was still experiencing disembodiment, ‘I’ did not identify with the crying state and simply observed this process as it unfolded.

After a short period, my body rolled over onto its front and began talking sweetly to ‘me’ – the disembodied awareness – as if different aspects of my internal personality model wanted to reassure the light of consciousness trapped within that it was loved and supported, and to thank it for always being there to assist in the survival of the organism that sustained us both. This was totally fascinating to experience, especially as I became increasingly lucid until eventually it was ‘me’ who was talking! In other words, I experienced a gradual merging of two distinct ‘selves’ – the metaphysical ‘me’ (i.e., my conscious awareness) with the ontological ‘me’ (i.e., my ‘self’ model) – until one had completely osmosed into the other and an equilibrium was reached. I feel very fortunate to hold a system of philosophical beliefs that is sophisticated enough to make sense of this experience without detracting from its perceived significance. Also, yay to self-love! <3

Immediately after this ‘cool down’ period, I decided to try and use up whatever was left within the vaporisation device, which turned out to be quite a lot!5 I’d say that while I didn’t go into ‘blackout’ territory, I certainly re-entered nonduality, and soon enough experienced my self-model talking to my consciousness again. I then decided to experiment with potential synergies between 5-MeO-DMT and other psychoactive substances I had lying around in order to document their effects. Given the success of my past experience on a very low dose of 5-MeO-DMT (plugged) and nitrous oxide, I cracked two bulbs into my nitrous canister, prepared as much 5-MeO-DMT as I had left in the glass device and inhaled it, and then quickly discharged the pressurised gas into a large balloon which I subsequently inhaled, repeating this process several times.

The resulting experience was, somewhat surprisingly, higher valence than my 5-MeO-DMT breakthrough.6 On its own, nitrous isn’t that interesting to experience, but it has remarkable synergistic properties when combined with other drugs – especially psychedelics. It is difficult to describe the exact ways in which the phenomenology of nitrous interacts with the phenomenology of 5-MeO-DMT, but I can confidently say that the valence I experienced was more blissful / pleasurable but less spiritually significant. In a general sense, I would argue that nitrous functions as a sort of magnifying glass on certain aspects of experience by slowing down the speed at which your consciousness processes sensory information (which includes thought), and in this specific case it amplified the blissful qualia that resulted from having high levels of consonance between different regions of my nervous system. I also noticed that if I wrapped myself in my softest blanket immediately after inhaling the nitrous and consciously wriggled my body around, the tactile sensations gave me my first visuals; tens of thousands of tiny specs of qualia dotted across my world-sheet, moving together in a synchronous pattern corresponding to the feeling of soft fabric rubbing against my skin.

After vaporising absolutely everything in the glass chamber, I then proceeded to vaporise some cannabis to observe how it would interact with the residual effects of the 5-MeO-DMT that still remained in my body. The resulting effects were then more typical of ordinary nitrous experiences, except that they were far more tranquil with a deeper sense of love, compassion, and serenity. During the peak of each balloon, I had the first-person sense of ‘being’ a thought process, constructing low-information ontological models that entirely made up my world simulation. Coming out of each balloon involved constantly updating this ontological model to account for a steady flow of prediction errors as I was increasingly capable of comprehending complexity within patterns of information contained within my experience, until I would eventually realise that I had taken nitrous.7

Concluding remarks:

I would like to reiterate that guesstimating the dose of a highly volatile and dose-dependent drug such as 5-MeO-DMT is extremely dangerous – especially without taking steps to work your way up the dosage ladder to become acquainted with its effects. As such, I would not recommend doing what I did for the vast majority of people interested in taking 5-MeO-DMT. Despite this risk, I had what was probably the most intense experience of my life and it was net-positive in valence, so I consider it a success. I am looking forward to future experimentation with this substance – especially in conjunction with nitrous oxide – and would like to work on developing a better understanding of how nitrous works and why it produces such a wide range of effects with different drug cocktails.8

Notes:

1. I do not endorse eyeballing drug doses – especially high-energy substances such as 5-MeO-DMT that have the potential to create extremely unpleasant states of consciousness. [This is such an important point that I considered not sharing this report based on this fact alone in order to not encourage unsafe practices. In the end I figured that the content was valuable enough that sharing it with this note was worth it nonetheless. The point remains: NEVER eyeball milligram-sensitive drugs like 5-MeO-DMT.]

2. This observation is based on past experiences in which I have consumed high doses of psychedelics – often in conjunction with other substances – and observed the various autonomic responses of my body and mind.

3. This is not the case with ordinary high valence experiences in which I can usually locate its ‘source’ within specific sensations (e.g., tactile, visual, auditory).

4. I cannot remember whether I opened my eyes, but I’m sure even that if I did, this would not have altered any aspect of the experience in the moment.

5. I hypothesized that it would be more efficient to use the remaining 5-MeO-DMT as soon as I could physically operate the device in order to make use of the residual effects of the previous dose that I had consumed.

6. Perhaps this is more the result of my having extensive experience with nitrous and limited experience with 5-MeO-DMT, or my 5-MeO-DMT experience was more mixed / dissonant than I remember.

7. For some, the vibe of nitrous can be quite frightening, as if they are the subject of one big cosmic joke. However, for the philosophically minded who are also on the right combination of substances, it can be an extremely intellectually rewarding experience, shedding light on the internal workings of their mind.

8. A combination I am even more excited to experiment with is MDMA + 5-MeO-DMT + Nitrous Oxide, which I would assign a nontrivial chance to being the most blissful synergy between all known substances.


Featured image by: Marek Piwnicki on Unsplash


See other high-quality trip reports:

Also relevant:

Fearless

I present to you Fearless (edt).

In over 2 years of scent experimentation, this is the first time that I’m actually really satisfied with a scent I’ve made. It has a nice functional effect. Namely, it vanishes fear 😋 What’s the trick?

Over a year ago in a meditation retreat, fear came up as an emotion I had to work with. In order to deal with it, my subconscious brought to my awareness scents that it found could counteract fear in its most essential form. What are these? Well, it started with banana! Have you ever smelled a banana and felt fear? No way! Unless you’ve had a bad experience with bananas before, just noticing the fruity, sweet, bouncy scent of a banana is somehow quite opposite to the mindspace that fear tends to induce. What else? Jasmine, honeydew melon, vanilla, honeysuckle… All of these scents felt very antithetical to fear during the meditation. Down the line, I realized mint and ylang-ylang could also work.

A few days after the retreat I got to work and made the first draft of a scent that combined all of these elements. The result was a bit underwhelming: it smelled like the classic bubblegum scent (not what I had in mind). Tuneups with carrot seed oil, patchouli, and bergamot didn’t really make it better. I still thought the basic concept was sound, but I shelved the project for the time being.

Six months ago I gave it another try. Ambroxan, isobutavan, coconut, and neroli added some additional fear-extinguishing nuances (especially the coconut). But it became a really tricky balancing act – with all of those essential and fragrance oils the interactions quickly multiplied, and sooner or later I found myself nearing the flowery-fruity equivalent of “Laurax” (white noise scent) and the effect became blunted. I made a batch of the best version that came out of that series of experiments (which ended up having a good dose of freesia), and distributed some of it in little bottles to friends and family as a gift. I also sent one to Daniel Ingram, who sampled it with his wife. Their reviews:

*Daniel’s wife: Bubblegum fruit punch.

*Daniel: This reminds me of some fragrance from a soap store in a mall in the 1990’s, like Body Shop shampoo, almost like Johnson’s baby shampoo, so I would call it Bright Pink Mall Shampoo.

I personally liked it, but in my heart of hearts I knew it was still far from what my subconscious truly had in mind. Fearless 2.0 was a nice fruity flowery vanilla scent, but it failed to reach the true potential of the concept.

About a week ago I decided to pick this up again. Now I had a mindset of removing rather than adding; the aim became that of simplifying the scent to the point where I would achieve the effect I had experienced during meditation but with the least number of ingredients possible. Being far more acquainted now than I was last year with how pure molecules interact with each other, this final version of the scent is primarily made of synthetics: 4 essential oils and a total of 10 individual aromachemicals, carefully balanced to achieve the desired effect with no bells and whistles. I can say that after a year since this concept came to me and about a hundred experiments, I am now satisfied. Well, it could still benefit from some tuneups, but as they say, only God is perfect.

Fearless 3.0 is, to a first approximation, the “triple point” between the vibes of (1) ylang-ylang, (2) mint, and (3) vanilla. Of course to soften it, blend it, volumize it, and amplify the synergy, tricks must be used, so it’s not as simple as just mixing those three scents together. But you’ll get the idea: Ylang-ylang already has facets of banana and jasmine (though a pinch of amyl acetate definitely adds to the fearlessness of the scent). Ylang-ylang’s contribution is one of adding sweet euphoric entropy. Mint works as a source of coolness; when dosed properly you can’t tell it’s there, but its effect is marvelously refreshing. And vanilla, well, vanilla is like the butter of scents. Together, you have a strangely refreshing white-yellow flowery scent it’s hard to have too much of. It’s calming and energizing at the same time.

I kid you not, this scent has now made it into my liminal world; I had an entire night where dream after dream were drenched and suffused with it. And indeed, they were all happy, joyous, and free from fear.

I won’t disclose the precise formula, since I might end up using this as part of a line of scents, possibly to fund consciousness research. But I am very happy to share the broad outline with you all, as I just did.

Thank you for reading, and may you all find your fearless state!

Infinite bliss!

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

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


Happy 2022!

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

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


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

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

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

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

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

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

Relevant Links:

Scenes from the video (highly recommended):


[They further elaborated:]

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

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

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

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

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

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

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


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

[commenting on the video about Zero Ontology:]

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

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

Found this potentially useful: Evolution of Modularity by johnswentworth.

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

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

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

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

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

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


Letter X: On Parametrizing Phenomenology

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

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

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


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

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

Letter XI: Douglas Adams

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

🐁
🐀

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

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

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

7 Recent Videos: Cognitive Sovereignty, Phenomenology of Scent, Solution to the Problem of Other Minds, Novel Qualia Research Methods, Higher Dimensions, Solution to the Binding Problem, and Qualia Computing

[Context: 4th in a series of 7-video packages. See the previous three packages: 1st2nd, and 3rd]


Genuinely new thoughts are actually very rare. Why is that? And how can we incentivize the good side of smart people to focus their energies on having genuinely new thoughts for the benefit of all? In order to create the conditions for that we need to strike the right balance between many complementary forces.

I offer a new ideal we call “Cognitive Sovereignty”. This ideal consists of three principles working together in synergy: (1) Freedom of Thought and Feeling, (2) Idea Ownership, and (3) Information Responsibility.

(1) Freedom of Thought and Feeling is the cultivation of a child-like wonder and positive attitude towards the ideas of one another. A “Yes And” approach to idea sharing.

As QRI advisors Anders Amelin and Margareta “Maggie” Wassinge write on the topic:

“On the topic of liberty of mind, we may reflect that inhibitory mechanisms are typically strong within groups of people. As is the case within minds of individuals. In minds it’s this tip of the iceberg which gets rendered as qualia and is the end result of unexperienced hierarchies of powerfully constraining filters. It’s really practical for life forms to function this way and for teams made up of life forms to function similarly, but for making grand improvements to the very foundations of life itself, you need maximum creativity instead of the default self-organizing consensus emergence.

“There is creativity-limiting pressure to conform to ‘correctness’ everywhere. Paradigmatic correctness in science, corporate correctness in business, social correctness, political correctness, and so on. As antidotes to chaos these can serve a purpose but for exceptional intellectual work to blossom they are quite counterproductive. There is something to be said for Elon Musk’s assertion that ‘excellence is the only passing grade’.

“The difference to the future wellbeing of sentient entities between the QRI becoming something pretty much overall OK-ish, and the QRI becoming something of great excellence, is probably bigger than between the corresponding outcomes for Tesla Motors.

“The creativity of the team is down to this exact thing: The qualia computing of the gut feeling getting to enjoy a haven of liberty all too rare elsewhere.”

On (2) we can say that to “be the adult in the room” is also equally important. As Michael Johnson puts it, “it’s important to keep track of the metadata of ideas.” One cannot incentivize smart people to share ideas if they don’t feel like others will recognize who came up with them. While not everyone pays close attention to who says what in conversation, we think that a reasonable level of attention on this is necessary to align incentives. Obviously too much emphasis on Idea Ownership can be stifling and generate excessive overhead. So having open conversations about (failed) attribution while assuming the best from others is also a key practice to make Idea Ownership good for everyone.

And finally, (3) is the principle of “Information Responsibility”. This is the “wise old person” energy and attitude that deeply cares about the effects that information has on the world. Simple heuristics like “information wants to be free” and the ideal of a fully “open science” are pleasant to think about, but in practice they may lead to disasters on a grand scale. From gain of function research in virology to analysis of water pipes in cities, cutting-edge research can at times encounter novel ways of causing great harm. It’s imperative that one resists the urge to share them with the world for the sake of signaling how smart one is (which is the default path for the vast majority of people and institutions!). One needs to cultivate the wisdom to consider the long-term vision and only share ideas one knows are safe for the world. Here, of course, we need a balance: too much emphasis on information security can be a tactic to thwart other’s work and may be undully onerous and stifling. Striking the right balance is the goal.

The full synergy between these three principles of Cognitive Sovereignty, I think, is what allows people to think new thoughts.

I also cover two new key ideas: (a) Canceling Paradise and (b) Multi-level Selection and how it interacts with Organizational Freedom.

~Qualia of the Day: Long Walks on the Beach~

Relevant links:


In this talk we analyze the perfume category called “Aromatic Fougère” in order to illustrate the aesthetic of “Qualiacore” in its myriad manifestations.

Definition: The Qualiacore Aesthetic is the practice and aspiration to describe experiences in new, meaningful, and non-trivial ways that are illuminating for our understanding of the nature of consciousness.

At a high-level, we must note that the classic ways of describing the phenomenology of scents tend to “miss the target”. Learning about the history, cultural imports, associations, and similarities between perfumes can be fun to do but it does not advance an accurate phenomenological impression of what it is that we are talking about. And while reading about the “perfume notes” of a composition can place it in a certain location relative to other perfumes, such note descriptions usually give you a false sense of understanding and familiarity far removed from the complex subtleties of the state-space of scent. So how can we say new, meaningful, and non-trivial things about a smell?

Note-wise, Aromatic Fougères are typically described as the combination of herbs and spices (the aromatic part) with the core Fougère accord of oak moss, lavender/bergamot, geranium, and coumarin. In this video I offer a qualiacore-style analysis of how these “notes” interact with one another in order to form emergent gestalts. Here we will focus on the phenomenal character of these effects with an emphasis on bringing analogies from dynamic system behavior and energy-management techniques within the purview of the Symmetry Theory of Valence.

In the end, we arrive at a phenomenological fingerprint that cashes out in a comparison to the psychoactive effect of “Calvin Klein” (cocaine + ketamine*), which blends both stimulation and dissociation at the same time – a rather interesting effect that can be used to help you overcome awkwardness barriers in everyday life. “Smooth out the awkwardness landscape with Drakkar Noir!”

I also discuss the art of perfumery in light of QRI’s 8 models of art:

  1. Art as family resemblance (Semantic Deflation)
  2. Art as Signaling (Cool Kid Theory)
  3. Art as Schelling-point creation (a few Hipster-theoretical considerations)
  4. Art as cultivating sacred experiences (self-transcendence and highest values)
  5. Art as exploring the state-space of consciousness (ϡ☀♘🏳️‍🌈♬♠ヅ)
  6. Art as something that messes with the energy parameter of your mind (ꙮ)
  7. Art as puzzling valence effects (emotional salience and annealing as key ingredients)
  8. Art as a system of affective communication: a protolanguage to communicate information about worthwhile qualia (which culminates in Harmonic Society).

~Qualia of the Day: Aromatic Fougères~

* Extremely ill-advised.

Relevant links:


How do you know for sure that other people (and non-human animals) are conscious?

The so-called “problem of other minds” asks us to consider whether we truly have any solid basis for believing that “we are not alone”. In this talk I provide a new, meaningful, and non-trivial solution to the problem of other minds using a combination of mindmelding and phenomenal puzzles in the right sequence such that one can gain confidence that others are indeed “solving problems with qualia computing” and in turn infer that they are independently conscious.

This explanatory style contrasts with typical “solutions” to the problem of other minds that focus on either historical, behavioral, or algorithmic similarities between oneself and others (e.g. “passing a Turing test”). Here we explore what the space of possible solutions looks like and show that qualia formalism can be a key to unlock new kinds of understanding currently out of reach within the prevailing paradigms in philosophy of mind. But even with qualia formalism, the radical skeptic solipsist will not be convinced. Direct experience and “proof” is necessary to convince a hardcore solipsist since intellectual “inferential” arguments can always be mere “figments of one’s own imagination”. We thus explore how mindmelding can greatly increase our certainty of other’s consciousness. However, skeptical worries may still linger: how do you know that the source of consciousness during mindmelding is not your brain alone? How do you know that the other brain is conscious while you are not connected to it? We thus introduce “phenomenal puzzles” into the picture: these are puzzles that require the use of “qualia comparisons” to be solved. In conjunction with a specific mindmelding information sharing protocol, such phenomenal puzzles can, we argue, actually fully address the problem of other minds in ways even strong skeptics will be satisfied with. You be the judge! 🙂

~Qualia of the Day: Wire Puzzles~

Many thanks to: Everyone who has encouraged the development of the field of qualia research over the years. David Pearce for encouraging me to actually write out my thoughts and share them online, Michael Johnson for our multi-year deep collaboration at QRI, and Murphy-Shigematsu for pushing me over the edge to start working on “what I had been putting off” back in 2014 (which was the trigger to actually write the first Qualia Computing post). In addition, I’d like to thank everyone at the Stanford Transhumanist Association for encouraging me so much over the years (Faust, Karl, Juan-Carlos, Blue, Todor, Keetan, Alan, etc.). Duncan Wilson for the beautiful times discussing these matters. Romeo Stevens for the amazing vibes and high-level thoughts. And of course everyone at QRI, especially Quintin Frerichs, Andrew Zuckerman, Anders and Maggie, and the list goes on (Mackenzie, Sean, Hunter, Elin, Wendi, etc.). Likewise, everyone at Qualia Computing Networking (the closed facebook group where we discuss a lot of these ideas), our advisors, donors, readers, and of course those watching these videos. Much love to all of you!

Relevant links:

“Tout comprendre, c’est tout pardonner” – To understand all is to forgive all.


New scientific paradigms essentially begin life as conspiracy theories, noticing the inconsistencies the previous paradigm is suppressing. Early adopters undergo a process that Kuhn likens to religious deconversion.” – Romeo Stevens

The field of consciousness research lacks a credible synthesis of what we already know about the mind. One key thing that is holding back the science of consciousness is that it’s currently missing an adequate set of methods to “take seriously” the implications of exotic states of consciousness. Imagine a physicist saying that “there is nothing about water that we can learn from studying ice”. Silly as it may be, the truth is that this is the typical attitude about exotic consciousness in modern neuroscience. And even with the ongoing resurgence of scientific interest in psychedelics, outside of QRI and Ingram’s EPRC there is no real serious attempt at mapping the state-space of consciousness in detail. This is to a large extent because we lack the vocabulary, tools, concepts, and focus at a paradigmatic level to do so. But a new paradigm is arriving, and the following 8 new research methods and others in the works will help bring it about:

  1. Taking Exotic States of Consciousness Seriously (e.g. when a world-class phenomenologist says that 3D-printed Poincaré projections of hyperbolic honeycombs make the visual system “glitch” when on DMT the rational response is to listen and ask questions rather than ignore and ridicule).
  2. High-Quality Phenomenology: Precise descriptions of the phenomenal character of experience. Core strategy: useful taxonomies of experience, a language to describe generalized synesthesia (multi-modal coherence), and a rich vocabulary to convey the statistical regularities of textures of qualia (cf. generalizing the concept of “mongrels” in the neuroscience of visual perception to all other modalities).
  3. Phenomenology Club: Critical mass of smart and rational psychonauts.
  4. Psychedelic Turk for Psychophysics: Real-time psychedelic task completion.
  5. Generalized Wada Test: What happens when half of your brain is on LSD and the other half is on ketamine?
  6. Resonance-Based Hedonic Mapping: You are a network of coupled oscillators. Act like it!
  7. Pair Qualia Cartography: Like pair programming but for exploring the state-space of consciousness with non-invasive neurostimulation.
  8. Cognitive Sovereignty: Furthering a culture that has a “Yes &” approach to creativity, keeps track of meta-data, and takes responsibility for the information it puts out.

~Qualia of the Day: Being Taken Seriously~

Relevant links:


Many people report experiencing “higher dimensions” during deep meditation and/or psychedelic experiences. Vaporized DMT in particular reliably produces this effect in a large percentage of users. But is this an illusion? Is there anything meaningful to it? What could possibly be going on?

In this video we provide a steel man (or titanium man?) of the idea that higher dimensions are *real* in a new, meaningful, and non-trivial sense. 

We must emphasize that most people who believe that DMT experiences are “higher dimensional” interpret their experiences within a direct realist framework. Meaning that they think they are “tuning in” to other dimensions, that some secret sense organ capable of perceiving the etheric realm was “activated”, that awareness into divine realms became available to their soul, or something along those lines. In brief, such interpretations operate under the notion that we can perceive the world directly somehow. In this video, we instead work under the premise that we live in a compact world-simulation generated by our nervous system. If DMT gives rise to “higher dimensional experiences”, then such dimensions will be phenomenological in nature.

We thus try to articulate how it can be possible for an *experience* to acquire higher dimensions. An important idea here is that there is a trade-off between degrees of freedom and geometric dimensions. We present a model where degrees of freedom can become interlocked in such a way that they functionally emulate the behavior of a *virtual* higher dimension. As exemplified by the “harmonograph”, one can indeed couple and interlock multiple oscillators in such a way that one generates paths of a point in a space that is higher-dimensional than the space inhabited by any of the oscillators on their own. More so, with a long qualia decay, one can use such technique to “paint” entire images in a *virtual* high dimensional canvas!

High-quality detailed phenomenology of DMT by rational psychonauts strongly suggests that higher virtual dimensions are widely present in the state. Also, the unique valence properties of the state seem to follow what we could call a “generalized music theory” where the “vibe” of the space is the net consonance between all of the metronomes in it. We indeed see a duality between spatial symmetry and temporal synchrony with modality-specific symmetries (equivariance maps) constraining the dynamic behavior.

This, together with the Symmetry Theory of Valence (Johnson), makes the search for “special divine numbers” suddenly meaningful: numerological correspondences can illuminate the underlying makeup of “heaven worlds” and other hedonically-loaded states of mind!

I conclude with a discussion about the nature of “highly-meaningful experiences”. In light of all of these frameworks, meaning can be understood as a valence effect that arises when you have strong consonance between abstract (narrative and symbolic), emotional, and sensory fields all at once. A key turning point in your life combined with the right emotion and the right “sacred space” can thus give rise to “peak meaning”. The key to infinite bliss!

~Qualia of the Day: Numerology~

Relevant links:

Thumbnail Image Source: Petri G., Expert P., Turkheimer F., Carhart-Harris R., Nutt D., Hellyer P. J. and Vaccarino F. 2014 Homological scaffolds of brain functional networks J. R. Soc. Interface.112014087320140873 – https://royalsocietypublishing.org/doi/full/10.1098/rsif.2014.0873


How can a bundle of atoms form a unified mind? This is far from a trivial question, and it demands an answer.

The phenomenal binding problem asks us to consider exactly that. How can spatially and temporally distributed patterns of neural activity contribute to the contents of a unified experience? How can various cognitive modules interlock to produce coherent mental activity that stands as a whole?

To address this problem we first need to break down “the hard problem of consciousness” into manageable subcomponents. In particular, we follow Pearce’s breakdown of the problem where we posit that any scientific theory of consciousness must answer: (1) why consciousness exists at all, (2) what are the set of qualia variety and values, and what is the nature of their interrelationships, (3) the binding problem, i.e. why are we not “mind dust”?, and (4) what are the causal properties of consciousness (how could natural selection recruit experience for information processing purposes, and why is it that we can talk about it). We discuss how trying to “solve consciousness” without addressing each of these subproblems is like trying to go to the Moon without taking into account air drag, or the Moon’s own gravitational field, or the fact that most of outer space is an air vacuum. Illusionism, in particular, seems to claim “the Moon is an optical illusion” (which would be true for rainbows – but not for the Moon, or consciousness).

Zooming in on (3), we suggest that any solution to the binding problem must: (a) avoid strong emergence, (b) side-step the hard problem of consciousness, (c) circumvent epiphenomenalism, and (d) be compatible with the modern scientific word picture, namely the Standard Model of physics (or whichever future version achieves full causal closure).

Given this background, we then explain that “the binding problem” as stated is in fact conceptually insoluble. Rather, we ought to reformulate it as the “boundary problem”: reality starts out unified, and the real question is how it develops objective and frame invariant boundaries. Additionally, we explain that “classic vs. quantum” is a false dichotomy, at least in so far as “classical explanations” are assumed to involve particles and forces. Field behavior is in fact ubiquitous in conscious experience, and it need not be quantum to be computationally relevant! In fact, we argue that nothing in experience makes sense except in light of holistic field behavior.

We then articulate exactly why all of the previously proposed solutions to the binding problem fail to meet the criteria we outlined. Among them, we cover:

  1. Cellular Automata
  2. Complexity
  3. Synchrony
  4. Integrated Information
  5. Causality
  6. Spatial Proximity
  7. Behavioral Coherence
  8. Mach Principle
  9. Resonance

Finally, we present what we believe is an actual plausible solution to the phenomenal binding problem that satisfies all of the necessary key constraints:

10. Topological segmentation

The case for (10) is far from trivial, which is why it warrants a detailed explanation. It results from realizing that topological segmentation allows us to simultaneously obtain holistic field behavior useful for computation and new and natural regions of fields that we could call “emergent separate beings”. This presents a completely new paradigm, which is testable using elements of the cohomology of electromagnetic fields.

We conclude by speculating about the nature of multiple personality disorder and extreme meditation and psychedelic states of consciousness in light of a topological solution to the boundary problem. Finally, we articulate the fact that, unlike many other theories, this explanation space is in principle completely testable.

~Qualia of the Day: Acqua di Gio by Giorgio Armani and Ambroxan~

Relevant links:


Why are we conscious?

The short answer is that bound moments of experience have useful causal and computational properties that can speed up information processing in a nervous system.

But what are these properties, exactly? And how do we know? In this video I unpack this answer in order to explain (or at least provide a proof of concept explanation for) how bound conscious states accomplish non-trivial speedups in computational problems (e.g. such as the problem of visual reification).

In order to tackle this question we first need to (a) enrich our very conception of computation, and (b) also enrich our conception of intelligence.

(a) Computation: We must realize that the Church-Turing Thesis conception of computation only cares about computing in terms of functions. That is, how inputs get mapped to outputs. But a much more general conception of computation also considers how the substrate allows for computational speed-ups via interacting inner states with intrinsic information. More so, if reality is made of “monads” that have non-zero intrinsic information and interact with one another, then our conception of “computation” must also consider monad networks. And in particular, the “output” of a computation may in fact be an inner bound state rather than just a sequence of discrete outputs (!).

(b) Intelligence: currently this is a folk concept poorly formalized by the instruments with which we measure it (primarily in terms of sequential logics-linguistic processing). But, alas, intelligence is a function of one’s entire world-simulation: even the shading of the texture of the table in front of you is contributing to the way you “see the world” and thus reason about it. So, an enriched conception of intelligence must also take into account: (1) binding, (2) the presence of a self, (3) perspective-taking, (4) distinguishing between the trivial and significant, and (5) state-space of consciousness navigation.

Now that we have these enriched conceptions, we are ready to make sense of the computational role of consciousness: in a way, the whole point of “intelligence” is to avoid brute force solutions by instead recruiting an adequate “self-organizing principle” that can run on the universe’s inherent massively parallel nature. Hence, the “clever” way in which our world-simulation is used: as shown by visual illusions, meditative states, psychedelic experiences, and psychophysics, perception is the result of a balance of field forces that is “just right”. Case in point: our nervous system utilizes the holistic behavior of the field of awareness in order to quickly find symmetry elements (cf. Reverse Grassfire Algorithm).

As a concrete example, I articulate the theoretical synthesis QRI has championed that combines Friston’s Free Energy Principle, Atasoy’s Connectome-Specific Harmonic Waves, Carhart-Harris’ Entropic Disintegration, and QRI’s Symmetry Theory of Valence and Neural Annealing to shows that the nervous system is recruiting the self-organizing principle of annealing to solve a wide range of computational problems. Other principles to be discussed at a later time.

To summarize: 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 worldsheet in that state. This is falsifiable and exciting.

I conclude with a description of the Goldilock’s Zone of Oneness and why to experience it.

~Qualia of the Day: Dior’s Eau Sauvage (EDT)~

Relevant links:

God and Open Individualism

by Roger Thisdell (context: I messaged Roger asking him about his thoughts on Open Individualism. A few days later he sent me this response. To get the most out of it, I recommend first reading our earlier text message exchange here: The Supreme State of Unconsciousness: Classical Enlightenment from the Point of View of Valence Structuralism)


Set-Up and Squaring Intuitions

There is a problem in philosophy of backwards rationalisation, where people feel intuitive pulls towards certain conclusions, and then try to justify why their intuition is correct. We can say this is putting the cart before the horse. If we are to philosophize well, we shouldn’t start with the conclusion. However, the pull to side with your intuitions is so incredibly crucial to decision-making that it basically can’t be ignored. In fact, at the heart of trying to know anything fundamentally hinges on a feeling quality of ‘this seems/feels right’ in relation to a proposition.

Now, this isn’t to say that all intuitions don’t have truth value, it’s just that we need to be subjectively sensitive to when we are totally being led by a feeling (which I think in many cases some philosophers aren’t aware). At the end of the day, we go off of whether an idea sits right with us at some particular level(s) of the mind, and all the justificatory attempts in favor of this idea serve to shift that feeling in us one way or the other.

Leading on to the discussion of identity: in a lot of thought experiments and attempts to understand where identity starts and stops we find an appeal to intuition. This is often done by conjuring up convoluted scenarios of teletransportation machines, or brain transplants, or Men-In-Black-style memory wipes and then reflecting on whether we feel that identity stayed the same or not. A good way to press people’s institutions is to get them to consider suffering, as personal identity is the great motivator of avoiding suffering (no self = no problem, as they say). Depending on where and at what time suffering is endured by which collection of atoms gets people to consider really fast and more confidently, say, where they think the bounds of identity lie.

Along with the epistemological problems of resting an argument on intuition or ‘gut feeling’ mentioned above, intuitions differ not just from person to person, but from moment to moment (in the same person). And if you haven’t become privy to how your intuitions can change, you may not question the truth value of the signal they are transmitting. So, I write this to highlight the problems of trying to solve identity issues by appealing to a felt-sense of where it lies.

Two Ways of Talking About the Self

Now I see an obvious split in how to approach this topic: 

(1) We can talk about identity as a raw experience – what in the experience space do I feel numerically identical to (one and the same as) – and in Buddhistic fashion forgo metaphysical claims here after. 

(2) Try to extrapolate beyond immediate experience and argue for a position of what the self is or how identity functions in a metaphysical sense. I call (2) the conceptual self as it is about the content within concepts you believe refers to you. 

To make this distinction clear I’ll give an example of a potential answer to (1) and then to (2). If asked: “What am I?” along the lines of (1) one may answer: “I feel like I am my thoughts.” – thoughts arise in experience and there is a fused impression of ‘me-ness’ to those thoughts. While (2) is concerned about the content of those thoughts and if asked: “What am I?” one may answer and even fervently believe: “I am a brain.” However, they don’t have any direct experience of being a brain – it is an extrapolation of ideas beyond direct phenomenological perception.

Sorry for all the set up! This is my framing and to give you the best response I needed to spell this out. Now, let me answer personally what I believe identity is in terms of (1) and then (2). However, (2) is informed by (1), and (1) is made sense of by (2); so although the distinction is very useful, like all separations, their boundaries seem to always breakdown – that there is a hint about my metaphysical beliefs.

Phenomenological Senses of Identity

For me, this has changed throughout the years as I’ve meditated more and more. I have shared these images with you before and they represent the transition of intuitions of personal identity throughout my journey.

They seem to match up quite nicely with how Frank Yang lays out his stages. Depending on which stage someone is in, we hear different metaphysical explanations of identity. (This is where (1) gets easily conflated with (2)).

How I’ve seen Frank spell out his stages (I realize neither of us came up with these on our own):

Image

When it comes to identifying with awareness (the second picture/stage) this is when you hear talk of the sort of there being one universal consciousness and that’s our true nature. When I was identifying with awareness, I could suddenly relate to what people meant by ‘we are all one universal consciousness’. However, I got the sense that people were failing to differentiate between something being numerically identical and qualitatively identical. When you become ‘aware of awareness’ there is a sense that this is a pristine dimension and is not personal. It doesn’t seem to belong to the notion of Roger (as it is perceived causally before the very idea of Roger), nor is it trademarked by Roger’s beliefs or memories. There is an insight that this perfectly equanimous layer of being is part of everyone’s experience, they just don’t see it. Yet it couldn’t be ruled out whether we are all in touch with the same one pure light of consciousness, or if each sentient organism has its own and our consciousnesses (plural) were just qualitatively the same. I think people often miss this distinction. 

Stage 2 does not obviously lead to open individualism yet. There is still a sense of the duality between the radiant awareness and everything else to be aware of.

Although, I think that anyone (even those without emptiness insights) could be talked into believing closed, open and empty individualism at a conceptual level, this doesn’t mean their phenomenological experience of identity would change, or would their instinctive, non-inquisitive gut-intuition on the subject.

I would hypothesize that those who have no insight into the 3 characteristic are intuitively most swayed by closed individualism. And those who have sufficient enough insight into impermanence (but not no-self) may intuitively side with empty individualism. And then with a deep enough insight into no-self, open individualism becomes a no-brainer.

Experiencing God (and a message to Leo)

At stage 3 is when open individualism is most likely to begin to intuitively feel right. This is also when talks of being God come out of people’s mouths and, as in terms of (1), they phenomenologically perceive the sense of ‘I’ in everything they experience, and they (2) conceptually infer there is just one thing, call it ‘God’. God is everything. I am everything. Because the understanding of moving from (1) to (2) (from experience to conjecture) is often lost on people, all kinds of wacky metaphysical beliefs come about – supposedly self-validating by higher consciousness or direct cosmic download.

While on stage 3, if you inject some metta into your experience space, you come to see what people mean when they say: “God is everywhere and all loving” or even: “God is love”. Having the feeling of being everything in your experience is like you don’t feel separate from anything, thus there is a deep intimacy with the world which construes love. You feel like you are the body, the thoughts, the emotions, the trees, the hills on the horizon, the air in between all of it, the sky and the awareness field which contains all these things. However, going from ‘the experience of feeling identical to everything you are aware of’ to ‘I am everything (even that which I’m not currently aware of) and therefore I am God/the universe’ requires an unfounded leap – which I admittedly made at some point.

I remember an incredibly stark moment I had when I was in stage 3, where being ‘God’ felt like the most real thing (I can sympathise a lot with where Leo Gura is coming from – though I think he’s lacking some phenomenological discernment). Because at stage 3 the sense of ’I’ is so prevalent, due to it being perceived everywhere in experience, I was investigating this quality a great deal. I was trying to distil the sense of ‘I’ down to its rawest form. “Yes, I feel identical to the trees and the sky and other people, but what is that common element that can be found in all these things which I call ‘I’?” After whittling away all the other unnecessary phenomenological baggage piled onto this ‘I’, I arrived at a clear perception of ‘I’ in its rawest form. The ‘I’ I call the epistemic agent, the pure sense of ‘a knower of experience’.

It became obvious that once the epistemic agent was singled out in experience that this perception of ‘I’ can only manifest in one way. What I mean by this is unlike with milk where the formula can be tainted slightly and result in versions of milk with slightly different colors, or tastes, or smells and yet they are all still milk, it is impossible for the epistemic agent to have a slightly different perceptual ‘flavor’ to it other than it does. This is because the qualia recipe only consists of one ingredient and if that’s missing or different, then it’s not the epistemic agent (the rawest sense of ‘I am’). Once I clocked this, I realized that all iterations of ‘I’ wherever and whenever, in all beings at all times, experience the sense of ‘I am’ exactly the same way. Then, and I remember this moment so clearly, it hit me: if God or the universe is self-aware – which it is just by dint of me being of the universe and self-aware – and has an experience of ‘I-ness’ then my experience of ‘I-ness’ in this relative body is the same as God’s and through a sharing of experience there is a direct link and so… ”Oh my god, I am God!”

(I am not suggesting that this line of reasoning is sound. It was simply the series of steps I went through which brought upon this profound experience). 

Again, the numerically versus qualitatively identical distinction could be parsed, however there is a way to get around this, for when you remove the sense of time and space from the equation then that difference collapses. To say that something is qualitatively identical to something else, but not numerically identical doesn’t make sense if two things can’t be differentiated by existing in separate moments of time or space. So in my “Oh my god, I am God!” epiphany, the sense of time and space had been shunned from attention and numerical identity was presumed.

I can imagine that someone has this epiphany moment as I did, but then when they return to a more ‘timey/spacey’ existence they retain credence in the belief that they are God and not just a single, distinct instance of experience of ‘I’ (which would be more of an empty individualist thought). They do this because they are basing their beliefs off of a very profound mind moment, even if the majority of their waking hours don’t suggest the same message.

If I could tell Leo Gura one thing it would be this: “Profundity does not equate to truth.” Just because something felt so real and epic, does not mean that experience is giving you the most accurate representation of greater reality. Truth be told at stage 3 I didn’t have anywhere near the attentional clarity, precision of view, and metacognitive abilities that came later; and so while I was having all these profound experiences I was not totally clued into the subtle ways I was manipulating my experience and was biased to certain perspectives, while overlooking certain things that became clearer to me later on.

Self, Not-self, and Neither Self nor Not-self

When it comes to personal identity, I want to distinguish three things the mind can do here:

  1. It can project a sense of self onto parts of experience – “I feel like I am this chair.” – said the man on salvia.
  1. It can project a sense of not-self onto parts of experience – “I don’t feel identical to that person over there.” – said sober Joe. I want to emphasize here that I don’t mean there is just a lack of ‘feeling’ associated with something, but rather there is an actual new ‘feeling’ of not identifying with something.

Stage 4 (my 4th picture) was living a life with the constant signal of ‘not me’ being coupled with everything I pointed my attention to. 

  1. It can stop projecting any sense of self and not-self – “I neither feel like I am everything, nor I’m not.” said Roger. Here, I mean the lack of projecting a sense of self and even a sense of not-self. 

To go into a little more detail on what is meant by 3: ‘Neither self, nor not self’… essentially there is just no transmission of data on this subject. No reading. When asked “What are you?” it’s like the question doesn’t even compute. Before, there were qualia indicators to be able to judge what is self and what is not-self. And now it’s like the mind pulls a blank. It is not because the answer is obvious that ‘I am everything’, or ‘I am nothing’. It’s almost a bit like asking a person who is blind from birth “Do you just see blackness?” – it can be really hard for sight-abled-people to get their head around the fact that some blind people don’t see anything at all (and what that really means). 4th path is akin to becoming blind to identity in a way. Although, I wasn’t identity blind from birth, memory of the qualia of ‘me-ness’ and ‘not me-ness’ is incredibly faded.*

*There is subtle nuance to get into with retaining semblances of individuality just to be able to function in the world.

The Ship of Theseus, Threshold Emptiness Insight and Losing the Ability to Buy into Nouns

At a certain point, once enough insight into emptiness was established, the ability to seriously believe in separate entities became near impossible. I remember with my beginner’s mind, closed individualism was the default position. And when nouns were comprehended, they were firmly believed to be distinct, real partitions in reality. “The world is made of things that are tables and things that are not.” (As if a table is an actual thing, lol). However, now I can never fully think that a table is anything more than a mind-made construct. It is perceived as so porous, airy, hollow…. empty. And this applies to all nouns: ‘atoms’, ‘being’ ‘non-being’, ‘life’, ‘death’, ‘mind’ and including the idea of ‘The Now’ (I’ll get into that later). 

One time in philosophy class we were going over the ‘paradox’ of The Ship of Theseus. People in my class had all kinds of differing intuition. Some said, ‘as soon as over 50% of the ship parts have been replaced then it’s a new/different ship’. Some said, ‘as soon as you replace one part of the ship it’s a new/different ship’. And others said, ‘as soon as one atom changes it’s a new/different ship’. They were going back and forth arguing about identity, which was the point of the class. And meanwhile the whole time I was thinking there is no ship of Theseus to begin with, there never was, it’s not a thing. And so there is no paradox. There is no conundrum to solve.

I had been reading ‘The Master and His Emissary: The Divided Brain’ at the time, and it occurred to me during the class that what I was witnessing were people with all very different brain chemistries and either left or right hemisphere biases, and this is what is leading them to different conclusions (me not being an exception) – the philosophical quibbling had little to do with it. (This is not to resort to any postmodernist conclusions. I do think some positions contain more truth signal than others.)

4th Path Putting the Nail in the Coffin for Empty Individualism?

There is no ‘now’, as there is not enough time for even a single isolated self to form. At 4th path insight into emptiness is so stark that you realise that to conceive of ‘The Now’ as a thing is wrong view. I used to experience things as arising and then a moment later passing; as manifesting and then slightly there after defabricating. But now I can see how phenomena are already disappearing the moment they are appearing. This leads to kinds of visions of super-positions – simultaneous 1 and 0. With such perception a ‘now’ as a moment can’t even consolidate – there truly is no ground for things to rest on.

Finally (2) My Conceptual Beliefs About Identity! (Prepare to be disappointed)

Keeping in mind what I said about ‘neither self nor not self’, when the intuition of personal identity is so lacking the question of ‘What is me and what is not me?’ just becomes ‘What does it mean for something to be its own individual entity?’ or even more simply ‘What exists?’. Does there exist one thing or more than one thing? And does it even make sense to consider there being ‘things’ (nouns) at all? 

(Take this next part as me applying a cosmic lens).

So, is there more than one thing? Engaging my scrupulous, philosophical, inquisitive mind, I can’t conceive of how there being more than one thing would be meaningful. But I don’t even really believe in things at all (if ‘thing’ is taken as a noun), so one thing isn’t quite getting at it either. There is something and it seems to be something so magical that it defies categorical comprehension. But the fact that there is change suggests this is not unitary, yet nor do I wish to say it is legion. Not noun, but verb? A process? But to where and how?

Heidegger often wrote in double negatives; I believe because when you construe something in the negative you bring to mind both the thing and its negative simultaneously. There is a greater potential for the mind to grasp a seeming paradox, but the conceptual mind can never fully do it, it can only approximate. Kierkegaard tried as he put it: “The self is a relation that relates itself to itself or is the relation’s relating itself to itself in the relation; the self is not the relation but is the relation’s relating itself to itself.” But words can only serve to point to something outside of their grasp.

This is why: 

The Toa that can be named is not the eternal Toa”

However, when I stop thinking (disengage the conceptual mind) and simply be, I get an intuitive sense of a super-position. Simultaneously, neither one nor many. Neither now nor not now. Neither existing nor not existing. Neither conscious nor not conscious. And this is apprehended in a way that is not confusing or jarring, but as the most sensible stance.

Still I have a sceptic bone in my body, and I am always open to being schooled. 

Halfway In, Halfway Out The Great Door of Being

Imagine a great conundrum that people have been debating over for centuries. “If a man is stepping through his front door and he has one foot in his house and one foot out of his house and his body is exactly in the middle, is he inside or outside?” People can’t seem to agree. Some say he is clearly inside because he is already under the door frame. Others say, he is still outside because he hasn’t fully entered his house yet. People squabble about whether it matters if he is coming or going. The real question is when he is exactly 50% in and exactly 50% out what is he? Inside or outside? The reason people can’t come down on a solid answer is because whenever they find someone passing through their front door the moment they go to make a judgement they miss that 50/50 moment and either witness him too early or too late at 60/40 or 40/60 in and out. In which case, they either decide he was definitely inside or definitely outside, accordingly. You have been trying to solve this issue too and feel like you have come close. One time you saw a guy in the act at 51/49 in and out. And then another time you saw a man who was 49/51 in and out. But no one ever is precise enough to make their judgement when he is exactly 50/50 in and out. Because true 50% in and 50% out hasn’t been witnessed, so people can only speculate that ‘well if we were to catch a man who was exactly at 50/50 in and out of his front door, we would conclude that maybe he was BOTH inside and outside.’ 

One day, it just so happens you see a man coming home from work. He’s approaching the front door, keys in hand. You’ve been practicing for this moment your whole life. Finally, are you going to be able to solve this great conundrum? He unlocks the door. He opens it. He steps through. And that was it! You witnessed it. You clearly clocked the 50/50 moment. 

“I saw it! I saw it!” you yell. Bystanders hear your cries and come up to you. 

“What did you see?” they ask. 

“I saw the precise moment he was exactly 50% in and 50% out!”

“Well…” they say “what was he, inside or outside then?”

And you respond “No”.

“Huh? Oh, you mean he was both inside and outside?”

“No” you say again.

“I don’t get it.” respond the bystanders. And in fact, you don’t even really get what you mean, because it doesn’t quite make sense to you either and yet it was as clear as day.

“He wasn’t inside or outside, because he simply vanished.”

Review of Log Scales


This is my 2022 review of Logarithmic Scales of Pleasure and Pain: Rating, Ranking, and Comparing Peak Experiences Suggest the Existence of Long Tails for Bliss and Suffering (2019; QRI link; forum link), written for the EA Forum First Decade Review; permalink of the review; read all reviews and vote for submissions here.



I would like to suggest that Logarithmic Scales of Pleasure and Pain (“Log Scales” from here on out) presents a novel, meaningful, and non-trivial contribution to the field of Effective Altruism. It is novel because even though the terribleness of extreme suffering has been discussed multiple times before, such discussions have not presented a method or conceptual scheme with which to compare extreme suffering relative to less extreme varieties. It is meaningful because it articulates the essence of an intuition of an aspect of life that deeply matters to most people, even if they cannot easily put it into words. And it is non-trivial because the inference that pain (and pleasure) scales are better understood as logarithmic in nature does require one to consider the problem from multiple points of view at once that are rarely, if ever, brought up together (e.g. combining empirical deference graphs, descriptions of pain scales by their creators, latent-trait analysis, neural recordings, and psychophysics). 

Fundamentally, we could characterize this article as a conceptual reframe that changes how one assesses magnitudes of suffering in the world. To really grasp the significance of this reframe, let’s look back into how Effective Altruism itself was an incredibly powerful conceptual reframe that did something similar. In particular, a core insight that establishes the raison d’etre of Effective Altruism is that the good that you can do in the world with a given set of resources varies enormously depending on how you choose to allocate it: by most criteria that you may choose (whether it’s QALYs or people saved from homelessness), the cost-effectiveness of causes seem to follow much more closely (at least qualitatively) a long-tail rather than a normal distribution (see: Which world problems are the most pressing to solve? by Benjamin Todd; the long-tail on the left below). In turn, this strongly suggests that researching carefully how to invest one’s altruistic efforts is likely to pay off in very large ways: choosing a random charity versus a top 1% charity will lead to benefits whose scale differs by orders of magnitude.

Log Scales suggests that pain and pleasure themselves follow a long-tail distribution. In what way, exactly? Well, to a first approximation, across the entire board! The article (and perhaps more eloquently the subsequent video presentation at the NYC EA Meetup on the same topic) argues that when it comes to the distribution of the intensity of hedonic states, we are likely to find long-tails almost independently of the way in which we choose to slice or dice the data. This is analogous to, for example, how all of the following quantities follow long-tail distributions: avalanches per country, avalanches per mountain, amount of snow in mountains, number of avalanche-producing mountains per country, size of avalanches, number of avalanches per day, etc. Likewise, in the case of the distribution of pain, the arguments presented suggest we will find that all of the following distributions are long-tails: average pain level per medical condition, number of intensely painful episodes per person per year, intensity of pain per painful episode, total pain per person during life, etc. Thus, that such a small percentage of cluster headache patients accounts for the majority of episodes per year would be expected (see: Cluster Headache Frequency Follows a Long-Tail Distribution; the long-tail on the right above), and along with it, the intensity of such episodes themselves would likely follow a long-tail distribution.

This would all be natural, indeed, if we consider neurological phenomena such as pain to be akin to weather phenomena. Log Scales allows us to conceptualize the state of a nervous system and what it gives rise to as akin to how various weather conditions give rise to natural disasters: a number of factors multiply each other resulting in relatively rare, but surprisingly powerful, black swan events. Nervous systems such as those of people suffering from CRPS, fibromyalgia, and cluster headaches are like the Swiss Alps of neurological weather conditions… uniquely suited for ridiculously large avalanches of suffering.

Log Scales are not just of academic interest. In the context of Effective Altruism, they are a powerful generator for identifying new important, neglected, and tractable cause areas to focus on. For instance, DMT for cluster headaches, microdose ibogaine for augmentation of painkillers in sufferers of chronic pain, and chanca piedra for kidney stones (writeup in progress) are all what we believe to be highly promising interventions (of the significant, neglected, and tractable variety) that might arguably reduce suffering in enormous ways and that would not have been highlighted as EA-worthy were it not for Log Scales. (See also: Get-Out-Of-Hell-Free Necklace). On a personal note, I’ve received numerous thank you notes by sufferers of extreme pain for this research. But the work has barely begun: with Log Scales as a lens, we are poised to tackle the world’s reserves of suffering with laser-focus, assured in the knowledge that preventing a small fraction of all painful conditions is all that we need to abolish the bulk of experiential suffering.

But does Log Scales make accurate claims? Does it carve reality at the joints? How do we know?

The core arguments presented were based on (a) the characteristic distribution of neural activity, (b) phenomenological accounts of extreme pleasure and pain, (c) the way in which the creators of pain scales have explicitly described their meaning, and (d) the results of a statistical analysis of a pilot study we conducted where people ranked, rated, and assigned relative proportions to their most extreme experiences. We further framed this in terms of comparing qualitative predictions from what we called the ​​Normal World vs. Lognormal World. In particular, we stated that: “If we lived in the ‘Lognormal World’, we would expect: (1) That people will typically say that their top #1 best/worst experience is not only a bit better/worse than their #2 experience, but a lot better/worse. Like, perhaps, even multiple times better/worse. (2) That there will be a long-tail in the number of appearances of different categories (i.e. that a large amount, such as 80%, of top experiences will belong to the same narrow set of categories, and that there will be many different kinds of experiences capturing the remaining 20%). And (3) that for most pairs of experiences x and y, people who have had both instances of x and y, will usually agree about which one is better/worse. We call such a relationship a ‘deference’. More so, we would expect to see that deference, in general, will be transitive (a > b and b > c implying that a > c).” And then we went ahead and showed that the data was vastly more consistent with Lognormal World than Normal World. I think it holds up.

An additional argument that since has been effective at explaining the paradigm to newcomers has been in terms of exploring the very meaning of Just-Noticeable Differences (JNDs) in the context of the intensity of aspects of one’s experience. Indeed, for (b), the depths of intensity of experience simply make no sense if we were to take a “Just-Noticeable Pinprick” as the unit of measurement and expect a multiple of it to work as the measuring rod between pain levels in the 1-10 pain scale. The upper ends of pain are just so bright, so immensely violent, so as to leave lesser pains as mere rounding errors. But if on each step of a JND of pain intensity we multiply the feeling by a constant, sooner or later (as Zvi might put it) “the rice grains on the chessboard suddenly get fully out of hand” and we enter hellish territory (for a helpful visual aid of this concept: start at 6:06 of our talk at the 2020 EAGxVirtual Unconference on this topic).

From my point of view, we can now justifiably work under the assumption that the qualitative picture painted by Log Scales is roughly correct. It is the more precise quantitative analysis which is a work in progress that ought to be iterated over in the coming years. This will entail broadening the range of people interviewed, developing better techniques to precisely capture and parametrize phenomenology (e.g. see our tool to measure visual tracers), use more appropriate and principled statistical methods (e.g. see the comment in the original piece about the Bradley-Terry model and extreme value theory), experimental work in psychophysics labs, neuroimaging research of peak experiences, and the search for cost-effective pragmatic solutions to deal with the worst suffering. I believe that future research in this area will show conclusively the qualitative claims, and perhaps there will be strong consilience on the more precise quantitative claims (but in the absence of a true Qualiascope, the quantitative claims will continue to have a non-negligible margin of error).

Ok, you may say, but if I disagree about the importance of preventing pain, and I care more about e.g. human flourishing, why should I care about this? Here I would like to briefly address a key point that people in the EA sphere have raised in light of our work. The core complaint, if we choose to see it that way, is that one must be a valence utilitarian in order to care about this analysis. That only if you think of ethics in terms of classical Benthamite pain-minimization and pleasure-maximization should we be so keen on mapping the true distribution of valence across the globe. 

But is that really so?

Three key points stand out: First, that imperfect metrics that are proxies for aspects of what you care about (even when not all that you care about) can nonetheless be important. Second, that if you cared a little about suffering already, then the post-hoc discovery that suffering is actually that freaking skewed really ought to be a major update. And third, there really are reasons other than valence maximization as a terminal goal to care about extreme suffering: intense suffering is antithetical to flourishing since it has long-term sequelae. More so, even if confined to non-utilitarian ethical theories, one can make the case that there is something especially terrible about letting one’s fellow humans (and non-humans) suffer so intensely without doing anything about it. And perhaps especially so if stopping such horrors turn out to be rather easy, as is indeed the case.

Let’s tackle these points each in turn.

(1) Perhaps here we should bring a simple analogy: GDP. Admittedly, there are very few conceptions of the good in which it makes sense for GDP to be the metric to maximize. But there are also few conceptions of the good where you should disregard it altogether. You can certainly be skeptical of the degree to which GDP captures all that is meaningful, but in nearly all views of economic flourishing, GDP will likely have a non-zero weight. Especially if we find that, e.g. some interventions we can do to the economy would cause a 99.9% reduction in a country’s GDP, one should probably not ignore that information (even if the value one assigns to GDP is relatively small compared to what other economists and social scientists assign it). Likewise for extreme suffering. There might be only a few conceptions of the good where that is the only thing we ought to work on. But avoiding hellish states is a rather universally desired state for oneself. Why not take it at least somewhat into account?

In truth, this is not something that classical questions in Effective Altruism pre-Log Scales couldn’t overcome either. For instance, as far as I am aware, in practice QALYs are used more as a guide than as an absolute; their value within EA comes from the fact that in practice interventions are orders of magnitude different when it comes to their cost-effectiveness when assessed with QALYs. So even though the vast majority of EAs are not QALY absolutists, the differences in QALYs saved between interventions are large enough that as an approximate guide, the metric still generates huge amounts of consilience.

(2) In turn, the post-hoc finding that hellish states are much, much worse than one would intuitively believe really should at least rebalance one’s priorities somewhat. Is there really no amount of suffering that would do so? Unless one has a utility function akin to a ReLu activation function, going far enough down into the depths of hell ought to count for something. And…

(3) Speaking candidly, fully articulating the true significance of this finding will take us to philosophically polemical territory: philosophy of personal identity where person-affecting views will see the situation quite differently than person-moment-affecting views, philosophy of mind where the ontological status of pleasure and pain might be questioned, and intricate questions that arise at the interface between the views of virtue ethicists, deontologists, negative and classical utilitarians. Of course a negative utilitarian who believes in Empty Individualism and Eternalism at the same time will likely be especially horrified by this information. But, with that said, I would suggest that there are good reasons to care about Log Scales no matter how antithetical one’s views are to philosophical hedonism

In particular, I would argue that deontologists and virtue ethicists should still take note. The cultivation of virtue requires a minimum of wellbeing in order to maintain motivation to live. And perhaps deontologists might find extreme suffering particularly egregious from the point of view of “things so horrible that ought not to be”. Really, the people we interviewed for the cluster headache writeup told us that experiencing such levels of hellish suffering causes profound psychological transformations (e.g. one interviewee told us that experiencing the higher ends of pain in a cluster headache feels like a profound “spiritual violation” from which you may never recover – a feeling most certainly aggravated by the seeming indifference of people at large about their plight). Virtue ethicists and deontologists might as well recognize this cause area as work that is unconscionable not to perform, regardless of arguments based on the precise mathematical optimization of the prevention of negative valence.

And finally, in all seriousness, as the cognitive intelligentsia of the world begins to see clearly the nature of the distribution of pleasure and pain, we can expect there to be a big social benefit to being the one who destroys hell. Right now there isn’t a huge social reward to be obtained by working on this cause, but I predict this will change. And, pragmatically, it is sensible to present this cause in a motivating rather than depressing light: indeed, let’s give honor, glory, and endless admiration to whoever makes tangible progress in tearing hell down. And to all of the millionaires and billionaires reading this: this could be you! You could be the one who took on the mantle of preventing all future cluster headaches, established the field of anti-tolerance drugs for severe chronic pain, or got rid of kidney stones (and you did it before it was cool!). Let’s get to work!


Perfume Notes Are Impressionistic

From Reddit r/fragranceAn example of how commercial fragrances are composed [education] [long]” by u/acleverpseudonym. [See also r/DIYfragrance]. Lightly edited for grammar; links added for educational purposes; light [commentary and additions] by me.


Some of you might remember me. I was one of the moderators here for half a decade or so until my life got busy enough that it became difficult to keep up.

I have a small fragrance line myself and I occasionally make fragrances for other brands. Occasionally websites like Fragrantica and Now Smell This will write articles about my fragrances. I’m by no means a famous perfumer, but… I’ve worked enough as a perfumer to have insight into how fragrances are made.

The average person doesn’t really think about what’s actually in their fragrances any more than the average person really considers what flavors blend together to make up the taste of cola. (As a side note, you can make a passable cola flavor out of orange, lime, cinnamon, lemon, nutmeg, and coriander). When people do start thinking about it, they inevitably come across fragrance notes.

Fragrance notes are both incredibly useful and completely misleading because notes are not ingredients! Notes are the impressions that the fragrance creator thinks a lay person might get from smelling the fragrance. They aren’t necessarily the ingredients used in the fragrance, and also, (this is another important bit), they’re not necessarily even what the perfumer was attempting to make the fragrance smell like.

There’s a fundamental misconception on the part of most consumers. Most consumers think that fragrances are made largely from familiar materials. Orange, lemon, jasmine, rose, birch leaves, lily of the valley, etc. Ok, maybe most people realize that most fragrances contain synthetic materials, but there’s quite often an implicit assumption that the synthetics are a synthetic version of a natural material. In other words, that the synthetic is an attempt to recreate a smell that is found in nature and that all (or at least most) of the smells in a modern fragrance can be reproduced with naturals. I suppose that if you asked someone “do you think that all synthetics are an attempt to recreate a natural smell?” they would think about it and quickly come to the conclusion that this doesn’t really make sense, but most people haven’t actually stopped and thought about it. I see evidence of this assumption all over the place online:

  • “I’m looking for all natural version of [fragrance X].”
  • “I’m looking for a less synthetic version of Sauvage.”
  • “Can someone tell me which essential oils I can mix together to make an aquatic smell like Cool Water?”

It’s really only pretty recently that there has been any real visibility (to the general public) into what materials go into a commercial fragrance, so this is an understandable point of view.

It’s very, very wrong, though.

We need to take a giant step back and clarify some things.

Natural oils (essential oils/absolute oils/SCO2 extracts/etc.) are typically made up of dozens to hundreds of different materials [typically distributed in a long-tail]. They’re like miniature perfumes in and of themselves with top notes, heart notes, and base notes. They’re complex and beautiful, but they can only be manipulated in a limited way. They’re like photographs.

Specialty bases are typically made up of dozens of individual ingredients, some natural, some man-made, some that exist in nature, some that didn’t exist until they were created in a lab in the 60s. Basically, the sky is the limit. You generally don’t know exactly what’s in them, but they’re produced by suppliers that you can be pretty sure will still be making them in 20 years. Sometimes, they’re direct attempts to reproduce (or improve upon) a natural smell, for reasons of cost, safety, or performance. Sometimes, they’re just a novel smell, like Givaudan‘s aquatic smelling Ultrazur base. These are like computer generated images [or Photoshop filters].

Isolates are ingredients made of a single molecule. They can be naturally derived or lab-made. They can exist in nature or not. They have names like linalool, coumarin, limonene, ambroxide [better known as ambroxan – the qualia of the day in this video and one of my favorite aromachemicals], methyl dihydrojasmonate and you can describe and find the chemical formula for them. A lot of them have trade names that are shorter and refer to one company’s version. E.g. Hedione is a trade name for methyl dihydrojasmonate. Quite often, isolates can also be found in natural oils. Natural lavender oil is typically ~42% linalyl actate and ~40% linalool [note: lavender oil with more linalyl acetate relative to linalool tends to smell “dryer” and “dustier”]. When composing fragrances, I’ll use linalool and linalyl acetate as isolates as well. Sometimes I’ll use them to “tune” other ingredients that already contain them, but not in the quantities I want (like lavender [e.g. “LAVENDER OIL 40/42 has fresh, herbal, clean, aromatic nuances. The numbers in Lavender 40/42 indicate the linalyl acetate content; in this case, they indicate the product contains 40%-42% of linalyl acetate. Lavender 40/42 is generally a blend of various lavenders in order to get a consistent scent from batch to batch, with processors adding linalyl acetate to cover the smell of camphor or borneol components of a given lavender.“]). Sometimes I’ll use them to add a sweet, floral character to completely unrelated materials. If natural oils are like photographs and bases are like CGI, isolates are like paints. You have the most control, but it takes the most skill to turn them into something beautiful and complex.

Typical Lavender Oil Composition (source)

“Aromachemical” is a catch-all term used to describe these fragrant materials, though it typically connotes materials that are either isolates or bases.

Now that we have that out of the way, let’s take a look at how commercial fragrances are created. The easiest way to do that is to take a look at a formula:

Cologne Accord [which you can find/purchase in Perfumer’s Apprentice‘s “Key Accords“]:

This is an example formula for a “cologne” accord that was composed by Givaudan. It’s by no means a finished fragrance, but most everyone would recognize the smell. It’s a fresh, slightly sweet, slightly bitter, slightly green smell that often finds its way into men’s fresh fragrances in one way or another (though that’s not to say that this exact formula does).

  • Florhydral – 10
  • Exaltolide Total – 10
  • Ultrazur – 15
  • Peonile – 60
  • Petitgrain oil -70
  • Ethylene Brassylate – 90
  • Aurantiol Pure – 100
  • Geranyl Acetate – 120
  • Linalyl Acetate – 220
  • Dihydro Myrcenol – 305

Total: 1000

Lets take a look at these ingredients one by one:

Florhydral is the trade name for an isolate. It is a floralizer that can add a sort of fresh, green, floral note to fragrances. It is not found in nature.

Exaltolide is another single molecule, a white musk. It’s very delicately animalic, with the characteristic smell of a white musk. It’s been used as a reference white musk because it’s so typical of the “white musk” family.

Ultrazur is a specialty base from Givaudan. It’s marine smelling, more oceanic than the Calone 1951 found in Cool Water. By itself, in concentration, it reminds me very much of fabric softener.

Peonile is another “not found in nature” molecule. It has a sort of rosy, sort of geranium-like, sort of peony-like, sort of grapefruit-like odor and acts as a volumizer and fixative. Odor descriptions that call to mind an assortment of known materials are fairly common, but it’s important to note that they don’t mean that it smells like x+y+z. It just means that they have facets that are reminiscent of these materials in some way.

Petitgrain oil is a natural oil made from the greenery of a citrus tree. Usually from orange trees, but varieties from mandarin, lemon, and all sorts of other citrus are also available.

Ethylene brassylate is a sweet, floral, white musk that can smell a touch old fashioned to some people by itself, or in really high concentrations. It’s still a fairly clean musk, however. Yet another single molecule.

Aurantiol is a very, very commonly used material in fragrances, particularly men’s fragrances. It’s a single molecule (more or less). Aurantiol is a Schiff Base, which is a class of materials that you get when you combine an aldehyde and an amine and they react with each other. Most amines don’t smell very good, but one of them, something called methyl anthranilate, does. It’s found in white florals, particularly neroli [see: The Neroli Neighborhood for a deep dive into the neroli vibe], as well as grapes. Artificial grape flavor is basically methyl anthranilate. Hydroxycitronellal is an aldehyde that is often said to smell as close as any single material does to Lily of the Valley. When they’re mixed together and heated, you get water and a very thick, highlighter yellow colored schiff base that smells like a more mild version of methyl anthranilate. It’s sweet, long-lasting, and reminiscent of orange blossom/neroli and grape.

Geranyl acetate is the acetate version of geraniol. It’s a single molecule that is literally found in hundreds of natural oils. Everything from oregano and thyme to ylang ylang, rose, geranium and neroli, to fir needle and frankincense. It’s everywhere (much like linalool and linalyl actetate [note: in addition to lavender, also petitgrain, neroli, and bergamot all have very high concentrations of both linalool and linalyl acetate at the same time]). It’s sweet, fruity-floral, and vaguely green smelling. It also has a smell that I think of as the “acetate smell,” which can make it smell “chemically” to some people in isolation, even though it’s found everywhere in nature.

Linalyl acetate is another material like geranyl acetate that’s found all over the place in nature. Natural lavender oil is ~42% linalyl acetate. It’s also found in most of the natural oils I mentioned for geranyl actetate. The description for it is also very similar to geranyl acetate, but it’s more lavendery and less rosy. I really like this material and use it when I want to add an ethereal fruity/floral sweetness to a composition.

Dihydromyrcenol is aggressively fresh, cold, and almost harsh. It’s somewhat reminiscent of citrus and lavender. Mostly, though, it smells like laundry detergent. It was used to scent laundry detergent for years before it made it into fine fragrance. At first it was used in tiny doses, but by the 1980s it was being used much more prominently. Something like 10% of the formula of Drakkar Noir was dihydromyrcenol [and apparently also the fragrance super-star of the 90s Calvin Klein One]. It’s found in trace amounts in nature, but nothing natural really smells prominently of it.

So now that I’ve explained all the materials, let’s take a look at the formula. Here are some observations:

Natural oils from recognizable sources only make up 7% of the accord. There are other materials that are found in nature, but they’re all isolates, one alien smelling-molecule refined from a more familiar-smelling material. More than half of the formula is made from 2 molecules [once again, long-tails]. More than 90% is made from 8. The amounts of materials used can vary wildly. Material strength is in no way consistent.

The perfumer who composed this formula painted the majority of the formula in broad strokes from single molecule aromachemicals and then filled in depth and details with natural petitgrain oil, and tiny amounts of a specialty base (ultrazur) and a powerful aldehyde (florhydral).

I didn’t compose this, and I can’t speak for the perfumer who did, but I can imagine how it might have been composed. I’ll walk you through how I’m imagining the perfumer’s process:

I imagine the accord was inspired by petitgrain, but the perfumer wanted something fresher and more stylized and abstract, in the same way a graphic designer might prefer a stylized logo to a photo. Dihydromyrcenol is fresh and powerful, but also cold and harsh and almost bitter. It’s a good compliment to petitgrain, but right off the bat, I know it’s not going to be suitable by itself unless I’m trying to just modify the smell of petitgrain a little bit by adding a teeny tiny bit dihydromyrcenol. It needs some cushion, something to cut the harshness. Geranyl acetate and linalyl acetate add a niche cushioning effect, can be used liberally, and are both found in petitgrain, so they’ll go well with it. By itself, that composition is still cold and bitter. It needs a bit more warmth, but not a candy-like warmth. Something keeping in line with the petitgrain. Aurantiol is the obvious choice. The scent of orange tree leaves goes well with the scent of the orange blossoms that nestle amongst them. In keeping with the “more abstract” theme though, we don’t want to just dump neroli or orange blossom absolute into this. Too much complexity can leave a composition smelling muddled [see quote below for more on this], and we want the bitter, fresh, green petitgrain to be the star of the show here, not the neroli. Plus, neroli is quite expensive and not as long-lasting as aurantiol. We add the aurantiol for warmth. The peonile for volume and some white musks for depth. It’s pretty common to use multiple musks in a fragrance because many people are anosmic to some musks, so you want to make sure they’re able to smell at least one of them.

Then as finishing touches, we add a hint of Ultrazur, which adds a bit of modern sophistication and florhydral, which in tiny amounts adds a bit of a dewy, natural, green smell to the composition.

This composition isn’t about taking familiar smells and mixing them together like some sort of fruit salad with hunks of this and hunks of that. It’s about taking an idea and enhancing aspects of it, rebalancing it until it fits the vision. It’s more like painting than making a collage. It’s not necessarily as detailed or accurate, but it’s not supposed to be. Degas wasn’t trying to create photorealistic ballerinas. Van Gogh wasn’t trying to accurately render the night sky. They were trying to evoke an impression. Perfumers are the same way.

If that fragrance doesn’t smell like realistic rose/jasmine/cedar/etc., chances are, it wasn’t intended to. The perfumer wasn’t trying to make a realistic jasmine and failing, the perfumer was trying to make an entirely new smell that just has aspects that are jasmine-like.

Breaking it apart into notes is actually counterproductive in a lot of ways.

…but that’s a subject for another post.


Relatedly:

In response to the Reddit r/DIYfragrance question: “Lavender + Lemon + Rose accordHow would you use a lavender + lemon + rose accord? I like that combo a lot – a narcotic acidic mix with powerful mood-lifting properties. But as soon as I use patchouli, ginger, or even chamomile as the base notes for the composition, the magic of the accord gets drowned out by the base. I’m curious how more experienced DIY fragrance makers would go about harnessing the magic of that accord by blending it with things that enhance rather than detract from it. Thank you in advance 🙂

u/NanashiSaito comments:

I’m going to take a shot in the dark here and say that it sounds like you’re using essential oils rather than individual aromachemicals for your accords. 

If that does happen to be the case, that’s your issue. It’s not that there’s anything specific about Rose/Lemon/Lavender that doesn’t play nice with other scents. It’s that essential oils inherently get “muddy” when you start to mix more than a few together. 

Essential oils are a complex combination of hundreds of individual aromachemicals. They’re almost like finished fragrances unto themselves. I look at them like jellybeans. One jellybean tastes like whatever flavor it’s supposed to taste like. Two or three jellybeans can taste like a fun combination of flavors. 

But have you ever tried popping a handful of jellybeans? The flavors all muddle together and create this generic sort of fruity sweetness that doesn’t really taste like anything in specific. It’s the flavor equivalent of swirling together a bunch of colors until you get brown. 

Same with essential oils. For example, lemon and lime essential oil share a ton of common ingredients, mostly terpenes like limonene, pinene, terpinene, Myrcene, etc. But anyone who has smelled lemon and lime knows that they smell very distinct. This is because they have slightly different proportions of these ingredients. Lemon might have 70% limonene, 10% pinene, and 15% terpinene whereas lime has 50% limonene, 5% pinene and 10% terpinene. When you blend them together, these distinct proportions are lost, and with them, their characteristic smells.

Same goes for mixing other different oils: ginger for example also contains a lot of the same terpenes that lemon contains. But it also has a big dose of camphene and zingiberene which give it the characteristic sharp ginger bite. But when you mix ginger with lemon, it throws off the delicate balance of terpenes in the lemon and thus muddies the character. Same with patchouli: lots of patchoulol and guaiene, but also lots of terpenes found in lemon. Same with chamomile: lots of ethereal esters but also lots of terpenes.

In fact, it’s hard to find essential oils that don’t muddy the balance of lemon. Lavender happens to have a fairly close balance of terpenes (in addition to the characteristic lavender combination of Linalool and Linalyl Acetate). And rose is almost all alcohols.

Basically, with each essential oil you add, you also add a large list of other oils you can’t add without muddying your scent. And with lavender/lemon/rose, there’s really not much room to explore if you’re using essential oils only. 

And there’s the rub: if you really want to explore enhancing your scent, you need to get more granular and start using individual aromachemicals rather than entire essential oils into themselves. 

If you’re dead set on using essential oils only, check out www.2pih.com/ingredients.php: I put together a resource with about 200 different essential oils and their constituent ingredients. You want to find ones that use either entirely different ingredient sets than what are found in your main accord (which will be difficult because you’ve really covered a broad swath of ingredients with your combination), or find ones whose common ingredients are in similar proportion (which will also be difficult).

On the other hand, if you’re already using individual aromachemicals and your description of the accord is more abstract than literal, then you probably know all of this, so my apologies for the presumption, and I hope this comment is helpful for anyone else reading this. 

Good luck, and see you in the singularity!


Featured image: San Giorgio Maggiore at Dusk by Claude Monet

High-Valence Meditation

Excerpt from Seeing that Frees by Rob Burbea (2014), pgs. 53-59


Working with Feelings of Pleasure and with the Subtle Body

Encouraging feelings of well-being

The method just described, of focusing primarily on the sense of the whole body, involves the development of a sensitivity to what could be termed ‘the subtle body’ or the ‘energy body’.[8]

  • Almost from the start in this approach we deliberately but gently work at nurturing a sense of comfort, pleasure, or well-being in the body.
  • This can be done through the way we pay attention to the subtle body, as described above – opening out the awareness to encompass there the whole body space, and tuning into the more pleasant frequencies of feeling that are perceivable.
  • It is also possible to use the breath or the mettā to help elicit and support the pervasion of this sense of well-being. Simply sensitizing to, and enjoying, the way we feel the energetic resonances of the mettā or the breath throughout the whole space of the body – opening to and finding delight in their reverberations there – can gently move the experience in the direction of a more expansive well-being.
  • And when there is a state of agitation or anxiety, we can play with ways of breathing or practicing the mettā, and also ways of sensing the breath or mettā, that feel as if they soothe the subtle body and smooth out its energies. Delicately tuning into the felt experience of these qualities of soothing or smoothing-out will help them to gradually gain strength, and help the agitated energies to slowly subside.
  • The imagination, too, can be skillfully employed in order to gently encourage this sense of pleasure or well-being in the subtle body. While simultaneously pervading the whole body space with an awareness sensitive to the texture and tone of the energy of that whole field, it is possible, for example, to imagine the subtle body as a body of radiant light; then to open to and explore what that feels like. Any image formed in this way does not necessarily need to appear in precise detail, or even completely distinctly. It is, rather, the energetic sense of pleasure or well-being which it supports that is primary, since this is what primarily supports the samādhi.
  • Likewise, one may experiment with imagining various luminous lines of energy in the body – for example, between the perineum and the crown of the head, or from the lower belly out through the legs – and sense how any such lines of energy supports the whole body to feel upright, open, and energized. The imagination here may be visual or kinesthetic, or a combination of the two. And it need not always follow exactly the anatomical contours of the physical body or its posture. For instance, if sitting or kneeling with the legs crossed or bent, the luminous lines of energy imagined radiating from the lower belly or base of the spine need not bend with the legs, but may instead continue and extend straight out at the knees, if at that time that feels more supportive of openness, energization, and well-being.
  • If there is tension, or even pain, in one area of the body, rather than always conceiving of it in anatomical or physiological terms, it can sometimes be more helpful to conceive of and perceive that area in energetic terms, and to play with the perception of lines of energy in order to support a degree of comfort and ease.

There are many ways we may discover to bring about some sense of energetic openness and well-being in the subtle body. And as it is accessed more and more, this altered body feeling is one that eventually we can ‘remember’ and learn to deliberately recall – to summon by gentle intention. We can then move, usually gradually, into the focused steadiness of samādhi from that basis, by incorporating this perception of pleasure or well-being more centrally into the meditation.

Towards unification

Whether it has arisen through being deliberately recalled, or through focusing on the breath or mettā, there are again a number of possible ways of using the sense of pleasure or comfort to help guide the citta into the unification of samādhi.

  • Once it is easy sustaining for some minutes, we can gently begin to take that bodily feeling of well-being as the primary object of our focus. It is important not to ‘snatch at it’, but rather to ease the attention toward it gracefully, and gradually let it take up the full focus of attention. Then the attention and the citta can be encouraged to enjoy it as fully as possible.
  • The attention can at times probe it, burrowing into one area of the pleasure, perhaps where it feels strongest.
  • Or, at other times, a mode of ‘receiving’ it, really trying to open up to it, can be employed.
  • Either way, one attempts all the while to remain intimate with its texture, and actually to relish the pleasure as much as possible. In these ways (and in others that can be discovered) we can delicately work to gently sustain the bodily feeling of well-being, and to absorb the attention more fully into it.
  • Alternatively, it is possible to mix the sense of pleasure with the perception of the breath or the mettā, in order to support and deepen the quality of the samādhi.
  • Then it may seem, for example, as if one is breathing the pleasurable energy; or it may seem as if one is breathing into and out of that area of well-being.
  • In mettā practice, it may seem as if the mettā and the pleasurable energy have become fused, so that the feeling of the mettā at that time is the feeling of the well-being. And this can become the ‘flavour’ of the energy of mettā that is radiated outwards towards beings, or that wraps around and permeates one’s own body and being.
  • The area of pleasurable energy may also be perceived as the source of the mettā.

Steadiness of feeling is more important than strength

We should point out once more that sometimes the sense of well-being is really quite subtle. Although the feelings of pleasure might also be very strong at times, this is actually not necessary in order to use them in a helpful way. Over time, their strength will in fact vary naturally (and anyway, as the practice matures, at a certain stage they begin to mellow). What is more necessary is that they sustain relatively steadily for more than a few minutes. Then we can learn to sustain them for longer.

Within this larger steadiness, any perceived waves or movements of the energy are not at all problematic. We can try to open the space of the body to these inner currents as much as possible, allowing and fully enjoying them (and if they feel very intense, even playing with surrendering and abandoning our whole body and being to them). Doing so, their intensity will in time calm down.

Suffusing and saturating the whole body

Along with the steadiness of the feelings of well-being, and of the attention on those feelings, we are also gently aiming at eventually having the whole space of the body suffused by and saturated with the feeling of well-being or pleasure. Sometimes this happens by itself. But sometimes the sense of pleasure, when it arises or when it is recalled, only pervades one area of the body. There are a number of viable responses then.

  • One is to simply enjoy it in the area where it is located, in the ways that we have described, without pressuring the feeling to spread. It may then expand naturally at some point to pervade the whole body.
  • But even if it does not spread then, that need not be regarded as a problem. A vital aspect of the whole relationship with samādhi practice is to enjoy what well-being is there at any time, not to measure it and view it through a lens that somehow demands, even subtly, that it be ‘better’, bigger, stronger.
  • Having said that, it is in fact also possible at times to gently encourage the feeling of pleasure or well-being to spread – for instance by simply opening up the space of the awareness to embrace a larger area of the body. Sometimes then the pleasant feeling will automatically start to expand to fill that space.
  • Alternatively, the breath may be used to gently ‘massage’ the sense of well-being into other areas of the body. Although there is not space to enter into a full description of possibilities here, with practice the breath energy may be felt and perceived throughout the body, entering and flowing in all kinds of ways beyond the strictly anatomical movement of air into the wind-pipe and lungs. We can learn to sense the breath energy in and through the whole body. And as alluded to earlier, the breath energy can be mixed with the pleasure, so that the perceived movements of breath in the whole body space move and spread the perception of the pleasure.
  • There is also, again, no reason why one cannot just imagine the feeling of well-being permeating the body space more fully. The perception then often begins to follow the image.

These are some of the possibilities, but with repeated practice over time it will anyway become normal for the pleasurable feeling to effortlessly pervade the whole body whenever it arises.

Unblocking and smoothing out the subtle body energies

The harmonization and unification in well-being that is characteristic of samādhi can also be regarded as a harmonization, alignment, smoothing out, and opening of the flows of energies in the subtle body [emphasis mine]. All day and all night long our energy body is moving in and out of states of alignment and openness, constriction and blockage, in response to a whole range of conditions, physical, mental, and emotional. This is completely normal, and with attention and sensitivity to the experience of the body we notice these fluctuations more and more. Although they may be felt in any region, perhaps most commonly a block in energy will be felt as a constriction somewhere along the central axis of the body, anywhere from the perineum to the top of the head. As we move into a state of more samādhi there is an unblocking, untying, aligning, and harmonizing of the subtle body energies to some degree.

When the subtle energies are blocked and agitated, samādhi is to some extent blocked. And when the subtle energy is unblocked and unagitated, samādhi is not so far away. (Perhaps all that is needed then is a steadying of the attention on enjoying the pleasant feelings of the ‘unblocked’ subtle body, as described). In addition, therefore, to the ways of working to smooth out and soothe the energy body suggested earlier, it can be useful to learn means for gently unblocking the energies when there is any sense of energetic constriction, in order to open up again the potential of a degree of samādhi at that time. Again, with a light and playful attitude of experimentation, a variety of ways of working in meditation can be discovered.

For example, sensitive to the whole subtle body sense, the breath energy or mettā may be perceived and conceived in any way that feels helpful, as alluded above: 

  • We may breath into and out of an area of blockage.
  • Or we may, perhaps gently, breathe the breath energy through that area.
  • In mettā practice, we may experiment with situating the centre or source of the energy of mettā right at that point of constriction, and explore what effects that has.
  • If these strategies prove difficult, it is again quite feasible to imagine the breath, the body energies, or the mettā flowing more freely through the area of blockage, or even flowing out of the body, and opening and unblocking in that way.

The Relation Between Samādhi and Insight

Insight brings samādhi

As well as those described above, there are many other practicable means to unblock the subtle body energies. In particular, most of the insight ways of looking that we shall introduce in the course of this book may also be used in the service of opening and deepening samādhi. Mindful observation will reveal that any craving or clinging is always accompanied by, and reflected in, blocks and knots in the subtle body [emphasis mine]. Now, insight, we have said, cuts that on which dukkha depends. And dukkha depends on craving. Thus, according our definition, insight is any way of looking that releases craving. As the insight and emptiness practices are developed, therefore, they can also be used at times to deliberately undo the craving that is mirrored in the knots in the energy body. This might involve using the insight practices ‘on’ the experienced subtle energy blocks themselves, as ways of looking at those perceptions and feelings. Or it might involve engaging these insight ways of looking just more generally in regard to any experience in the moment. Either way, the dissolving of craving to whatever extent will, at the same time and to a similar extent, untie the knots in the subtle body to unblock those energies and so deliver the possibility of some samādhi. Ha!

With more practice our skill grows and we find that it is in fact possible quite often to use the ‘letting go’ that insight brings to deliberately unblock the energies and the felt sense of the sublet body in this way. The pleasantness, openness, well-being, delightful and alive stillness, or joy that comes with this unblocking can be felt in the space and texture of the body sense. We can then tune into that. It is this tuning in to the frequency of the pleasant, and delicately attending to it, that ‘filters it out’ of the field of awareness, so that it begins to become more palpable and more prominent.

Then we can rest in it, allowing it to spread throughout the body space. And if, as before, we continue to tune in to and focus on the felt sense of the energy of this well-being, gently intent on allowing and opening to an enjoyment of it, and encouraging the attention to become absorbed in it, to fill up with it, this can carry us to the threshold of some samādhi.

Such a skill is useful for even the most experienced meditators. There are times in meditation when we may be trying to bring the mind to some unification, working with the intention for samādhi, and despite all our patience and adeptness in attempting different things samādhi does not come. We may need some insight to help us let go of some craving or clinging, perhaps even a craving we were unaware of, and then some samādhi becomes possible.

In addition to the opening and transformation of the energies of the subtle body just described, there is another, related aspect to what is occurring that can be pointed out. To a degree proportional to its strength, the push and pull of craving pushes and pulls the attention. It thus agitates the mind and makes it restless; or saps its energy and makes it dull [emphasis mine]. Relaxing craving through insight will therefore allow the mind to settle more naturally and easefully into stillness and a steadiness of attention. We can see then that the quality of steadiness of attention does not only come through holding the mind to one object.

Aside from being a skillful ‘trick’, however, all this suggests a number of things. One is that although usually we might conceive that ‘samādhi leads to insight’, (and clearly a certain amount of steadiness is generally needed before any insight can arise), as we explore we discover more and more that they can lead to each other.


[8] We can freely use a term like ‘subtle body’ or ‘energy body’, without needing either to assert or to deny the ‘reality’ of such a concept. It is enough for us that it is a perception, a way the body can be perceived which can be helpful. In fact, a little reflection reveals that the same could be said of concepts like ‘attention’. Is there really some ‘thing’ called ‘attention’ that can ‘go towards’ some other thing (or mental representation of an object) or ‘receive’ that thing? These are all ways of conceiving and perceiving useful on the path to freedom. Perceivable, useful, and, as we will come to see, thoroughly empty.



See Also:

  1. Healing Trauma with Neural Annealing
  2. On Dark Rooms, Jhanas, Ecstasy, and the Symmetry Theory of Valence
  3. Neural Annealing: Toward a Neural Theory of Everything (by Michael Johnson)
  4. Buddhist Annealing: Wireheading Done Right with the Seven Factors of Awakening
  5. Why we seek out pleasure: the Symmetry Theory of Homeostatic Regulation (also by Mike)
  6. The Supreme State of Unconsciousness: Classical Enlightenment from the Point of View of Valence Structuralism