LSD Ego Death: Where Hyperbolic Pseudo-Time Arrows Meet Geometric Fixed Points

Alternative Title: LSD Ego Death – A Play in Three Voices

[Epistemic Status: Academic, Casual, and Fictional Analysis of the phenomenology of LSD Ego Death]

Academic:

In this work we advance key novel interpretative frameworks to make sense of the distinct phenomenology that arises when ingesting a high dose of LSD-25 (250μg+). It is often noted that LSD, also known as lysergic acid diethylamide, changes in qualitative character as a function of dose, with a number of phase transitions worth discussing.

Casual:

You start reading an abstract of an academic publication on the topic of LSD phenomenology. What are the chances that you will gain any sense, any inkling, the most basic of hints, of what the high-dose LSD state is like by consuming this kind of media? Perhaps it’s not zero, but in so far as the phenomenological paradigms in mainstream use in the 2020s are concerned, we can be reasonably certain that the piece of media won’t even touch the outer edges of the world of LSD-specific qualia. Right now, you can trust the publication to get right core methodological boundary conditions, like the mg/kg used, the standard deviation of people’s responses to questionnaire items, and the increase in blood pressure at the peak. But at least right now you won’t find a rigorous account of either the phenomenal character (what the experience felt like in detailed colorful phenomenology with precise reproducible parameters) or the semantic content (what the experience was about, the information it allowed you to process, the meaning computed) of the state. For that we need to blend in additional voices to complement the rigidly skeptical vibe and tone of the academic delivery method.

It’s for that reason that we will interweave a casual, matter of fact, “really trying to say what I mean in as many ways as I can even if I sound silly or dumb”, voice (namely, this one, duh!). And more so, in order to address the speculative semantic content in its own terms we shall also include a fantastical voice into the mix. 

Fantastical:

Fuck, you took too much. In many ways you knew that your new druggie friends weren’t to be trusted. Their MDMA pills were bunk, their weed was cheap, and even they pretended to drink more fancy alcohol than they could realistically afford. So it was rather natural for you to assume that their acid tabs would be weak ass. But alas, they turned out to have a really competent, niche, boutique, high-quality acid dealer. She lived only a few miles away and made her own acid, and dosed each tab at an actual, honest-to-God, 120(±10)μg. She also had a lot of cats, for some reason (why this information was relayed to you only once you sobered up was not something you really understood – especially not the part about the cats). Thus, the 2.5 tabs in total you had just taken (well, you took 1/2, then 1, then 1, spaced one hour each, and you had just taken the last dose, meaning you were still very much coming up, and coming up further by the minute) landed you squarely in the 300μg range. But you didn’t know this at the time. In fact, you suspected that the acid was hitting much more strongly than you anticipated for other reasons. You were expecting a 100-150 microgram trip, assuming each tab would be more between 40 and 60μg. But perhaps you really were quite sleep deprived. Or one of the nootropics you had sampled last week turned out to have a longer half-life than you expected and was synergistic with LSD (coluracetam? schizandrol?). Or perhaps it was the mild phenibut withdrawal you were having (you took 2g 72 hours ago, which isn’t much, but LSD amplifies subtle patterns anyway). It wasn’t until about half an hour later, when the final tab started to kick in, that you realized the intensity of the trip kept climbing up still further than you expected, and it really, absolutely, had to be that the acid was much, much stronger than you thought was possible; most likely over 250 mics, as you quickly estimated, and realized the implications.

From experience, you knew that 300 micrograms would cause ego death for sure. Of course people react differently to psychedelics. But in your case, ego death feelings start at around 150, and then even by 225-250 micrograms they would become all-consuming at least for some portion of the trip. In turn, actually taking 300 micrograms for you was ego death overkill, meaning you were most likely not only going to lose it, but be out for no less than an hour. 

What do I mean by being out? And by losing it? The subjective component of the depersonalization that LSD causes is very difficult to explain. This is what this entire document is about. But we can start by describing what it is like from the outside. 

Academic:

The behavioral markers of high dose LSD intoxication include confusion and delusions, as well as visual distortions of sufficient intensity to overcome, block, and replace sensory-activated phenomena. The depersonalization and derealization characteristic of LSD-induced states of consciousness tend to involve themes concerning religious, mystical, fantastical, and science fiction semantic landscapes. It is currently not possible to deduce the phenomenal character of these states of consciousness from within with our mainstream research tools and without compromising the epistemological integrity of our scientists (having them consume the mind-altering substance would, of course, confound the rigor of the analysis).

Casual:

Look, when you “lose it” or when you “are out” what happens from the outside is that you are an unpredictable executor of programs that seem completely random to any external observer. One moment you are quietly sitting, rocking back and forth, on the grass. The next you stand up, walk around peacefully. You sit again, now for literally half an hour without moving. Then you suddenly jump and run for 100m without stopping. And then ask the person who is there, no matter if they are a kid, a grandmother, a cop, a sanitation professional, a sex worker, or a professor, “what do you think about ___”? (where ___ ∈ {consciousness, reality, God, Time, Infinity, Eternity, …}). Of course here reality bifurcates depending on who it is that you happened to have asked this question to. A cop? You might end up arrested. Probably via a short visit to a hospital first. And overall not a great time. A kid? You could be in luck, and the kid might play along without identifying you as a threat, and most likely you continue on your journey without much problem. Or in one of the bad timelines, you end up fighting the kid. Not good. Most likely, if it was a grandmother, you might just activate random helpful programs, like helping her cross the street, and she might not even have the faintest clue (and I mean not the absolute faintest fucking clue) that you’re depersonalized on LSD thinking you’re God and that in a very real, if only phenomenological sense, it was literal Jesus / Christ Consciousness that helped her cross the street.

Under most conditions, the biggest danger that LSD poses is a bad valence reaction, which usually wears off after a few hours and is educational in some way. But when taken at high doses and unsupervised, LSD states can turn into real hazards for the individual and the people around them. Not so much because of malice, or because it triggers animal-like behaviors (it can, rarely, but it’s not why it’s dangerous). The real problem with LSD states in high doses is when you are unsupervised and then you execute random behaviors without knowing who you are, where you are, or even what it is that you are intending to achieve with the actions you are performing. It is therefore *paramount* that if you explore high doses of LSD you do it supervised.

Academic:

What constitutes a small, medium, or large dose of LSD is culture and time-dependent. In the 60s, the average tab used to be between 200 and 400 micrograms. The typical LSD experience was one that included elements of death and rebirth, mystical unions, and complete loss of contact with reality for a period of time. In the present, however, the tabs are closer to the 50-100μg range.

In “psychonaut” circles, which gather in internet forums like bluelight, reddit, and erowid, a “high dose of LSD” might be considered to be 300 micrograms. But in real world, less selected, typical contexts of use for psychedelic and empathogen drugs like dance festivals, a “high dose” might be anything above 150 micrograms. In turn, OG psychonauts like Timothy Leary and Richard Alpert would end up using doses in the 500-1000μg range routinely as part of their own investigations. In contrast, in TIHKAL, Alexander Shulgin lists LSD’s dose range as 60-200 micrograms. Clearly, there is a wide spread of opinions and practices concerning LSD dosing. It is for this reason that one needs to contextualize with historical and cultural details the demographic topos where one is discussing a “high dose of LSD”.

Fantastical:

Being out, and losing it, in your case right now would be disastrous. Why? Because you broke the cardinal sin of psychedelic exploration. You took a high dose of a full psychedelic (e.g. LSD, psilocybin, mescaline, DMT – less so 2C-B or Al-LAD, which have a lower ceiling of depersonalization[1]) without a sitter. Of course you didn’t intend to. You really just wanted to land at the comfortably manageable 100-150 microgram range. But now… now you’re deep into depersonalization-land, and alone. Who knows what you might do? Will you leave your apartment naked? Will someone call the cops? Will you end up in the hospital? You try to visualize future timelines and… something like 40% of them lead to either arrest or hospital or both. Damn it. It’s time to pull all the stops and minimize the bad timelines.

You go to your drug cabinet and decide to take a gabaergic. Here is an important lesson, and where timelines might start to diverge as well. Dosing of sedatives for psychedelic emergencies is a tricky issue. The problem is that sedatives themselves can cause confusion. So there are many stories you can find online of people who take a very large dose of alprazolam (Xanax) or similar (benzo, typically) and then end up both very confused and combative while also tripping really hard. Here interestingly, the added confusion of the sedative plus its anxiolytic effect synergize to make you even more unpredictable. On the other hand, not taking enough is also quite easy, where the LSD (or similar) anxiety and depersonalization continues to overpower the anxiolysis of the sedative.

You gather up all the “adult in the room” energy you can muster and make an educated guess: 600mg of gabapentin and 1g of phenibut. Yet, this will take a while to kick in, and you might depersonalize anytime and start wandering around. You need a plan in the meanwhile. 

Academic:

In the article The Pseudo-Time Arrow we introduced a model of phenomenal time that takes into account the following three assumptions and works out their implications:

  1. Indirect Realism About Perception
  2. Discrete Moments of Experience
  3. Qualia Structuralism

(1) is about how we live in a world-simulation and don’t access the world around us directly. (2) goes into how each moment of experience is itself a whole, and in a way, whatever feeling of space and time we may have, this must be encoded in each moment of experience itself. And (3) states that for any given experience there is a mathematical object whose mathematical features are isomorphic to the phenomenology of the experience (first introduced in Principia Qualia by Michel E. Johnson).

Together, these assumptions entail that the feeling of the passage of time must be encoded as a mathematical feature in each moment of experience. In turn, we speculated that this feature is _implicit causality_ in networks of local binding. Of course the hypothesis is highly speculative, but it was supported by the tantalizing idea that a directed graph could represent different variants of phenomenal time (aka. “exotic phenomenal time”). In particular, this model could account for “moments of eternity”, “time loops”, and even the strange “time splitting/branching”.

Casual:

In some ways, for people like me, LSD is like crack. I have what I have come to call “hyperphilosophia”. I am the kind of person who feels like a failure if I don’t come up with a radically new way of seeing reality by the end of each day. I feel deeply vulnerable, but also deeply intimate, with the nature of reality. Nature at its deepest feels like a brother or sister, basement reality feels close and in some way like a subtle reshuffling of myself. I like trippy ideas, I like to have my thoughts scrambled and then re-annealed in unexpected ways; I delight in combinatorial explosions, emergent effects, unexpected phase transitions, recursive patterns, and the computationally non-trivial. As a 6 year old I used to say that I wanted to be a “physicist mathematician and inventor” (modeling my future career plans around Einstein and Edison); I got deeply depressed for a whole year at the age of 9 when I confronted our mortality head on; and then experiencing a fantastic release at 16 on my first ego death (with weed of all drugs!) when I experienced the taste of Open Individualism; only to then feel depressed again at 20 but now about eternal life and the suffering we’re bound to experience for the rest of time; switching then to pragmatic approaches to reduce suffering and achieve paradise ala David Pearce. Of course this is just a “roll of the dice” and I’m sure I would be telling you about a different philosophical trajectory if we were to sample another timeline. But the point is that all my life I’ve expressed a really intense philosophical temperament. And it feels innate – nobody made me so philosophical – it just happened, as if driven by a force from the deep.

People like us are a certain type for sure, and I know this because out of thousands of people I’ve met I’ve had the fortune of encountering a couple dozen who are like me in these respects. Whether they turned out physicists, artists, or meditators is a matter of personal preference (admittedly the plurality of them is working on AI these days). And in general, it is usually the case that people of this type tend to have a deep interest in psychedelics, for the simple reason that they give you more of what they like than any other drug.

Yes, a powerful pleasant body buzz is appreciated (heroin mellow, meth fizz, and the ring of the Rupa Jhanas are all indeed quite pleasant and intrinsically worthwhile states of consciousness – factoring out their long-term consequences [positive for the Jhanas, negative for heroin and meth]). But that’s not what makes life worth living for people who (suffer from / enjoy their condition of) hyperphilosophia. Rather, it is the beauty of completely new perspectives that illuminate our understanding of reality one way or another that drives us. And LSD, among other tools, often really hits the nail in the head. It makes all the bad trips and nerve wracking anxiety of the state more than worth it in our minds.

One of the striking things about an LSD ego death that is incredibly stimulating from a philosophical perspective is how you handle the feeling of possible futures. Usually the way in which we navigate timelines (this is so seamless that we don’t usually realize how interesting and complex it is) is by imagining that a certain future is real and then “teleporting to it”. We of course don’t teleport to it. But we generate that feeling. And as we plan, we are in a way generating a bunch of wormholes from one future to another (one state of the world to another, chained through a series of actions). But our ability to do this is restricted by our capacity to generate definite, plausible, realistic and achievable chains of future states in our imagination.

On LSD this capacity can become severely impaired. In particular, we often realize that our sense of connection to near futures that we normally feel is in fact not grounded in reality. It’s a kind of mnemonic technique we employ for planning motor actions, but it feels from the inside as if we could control the nearby timelines. On LSD this capacity breaks down and one is forced to instead navigate possible futures via different means. In particular, something that begins to happen above 150 micrograms or so, is that when one imagines a possible future it lingers and refuses to fully collapse. You start experiencing a superposition of possible futures.

For an extreme example, see this quote (from this article) I found in r/BitcoinMarkets by Reddit user  I_DID_LSD_ON_A_PLANE in 2016:

[Trip report of taking a high dose of LSD on an airplane]: So I had what you call “sonder”, a moment of clarity where I realized that I wasn’t the center of the universe, that everyone is just as important as me, everyone has loved ones, stories of lost love etc, they’re the main character in their own movies.

That’s when shit went quantum. All these stories begun sinking in to me. It was as if I was beginning to experience their stories simultaneously. And not just their stories, I began seeing the story of everyone I had ever met in my entire life flash before my eyes. And in this quantum experience, there was a voice that said something about Karma. The voice told me that the plane will crash and that I will be reborn again until the quota of my Karma is at -+0. So, for every ill deed I have done, I would have an ill deed committed to me. For every cheap T-shirt I purchased in my previous life, I would live the life of the poor Asian sweatshop worker sewing that T-shirt. For every hooker I fucked, I would live the life of a fucked hooker.

And it was as if thousands of versions of me was experiencing this moment. It is hard to explain, but in every situation where something could happen, both things happened and I experienced both timelines simultaneously. As I opened my eyes, I noticed how smoke was coming out of the top cabins in the plane. Luggage was falling out. I experienced the airplane crashing a thousand times, and I died and accepted death a thousand times, apologizing to the Karma God for my sins. There was a flash of the brightest white light imagineable and the thousand realities in which I died began fading off. Remaining was only one reality in which the crash didn’t happen. Where I was still sitting in the plane. I could still see the smoke coming out of the plane and as a air stewardess came walking by I asked her if everything was alright. She said “Yes, is everything alright with YOU?”.

Fantastical:

It had been some years since you had done the LSD and Quantum Measurement experiment in order to decide if the feeling of timelines splitting was in any way real. Two caveats about that experiment. First, it used quantum random number generators from Sydney that were no less than 100ms old by the time they were displayed on the screen. And second, you didn’t get the phenomenology of time splitting while on acid during the tests anyway. But having conducted the experiment anyway at least provided some bounds for the phenomenon. Literal superposition of timelines, if real, would need higher doses or more fresh quantum random numbers. Either way, it reassured you somewhat that the effect wasn’t so strong that it could be detected easily.

But now you wish you had done the experiment more thoroughly. Because… the freaking feeling of timelines splitting is absolutely raging with intensity right now and you wish you could know if it’s for real or just a hallucination. And of course, even if just a hallucination, this absolutely changes your model of how phenomenal time must be encoded, because damn, if you can experience multiple timelines at once that means that the structure of experience that encodes time is much more malleable than you thought.

Academic:

A phenomenon reported on high dose LSD is the recursive stacking of internal monologues – this also leads to higher order intentionality and the cross-pollination of narrative voices due to their sudden mutual awareness…

Casual:

Uh? Interesting, I can hear a voice all of a sudden. It calls itself “Academic” and just said something about the stacking of narrative voices.

Fantastical:

It’s always fascinating how on LSD you get a kind of juxtaposition of narrative voices. And in this case, you now have an Academic, a Casual, and a Fantastical narrative stream each happening in a semi-parallel way. And at some point they started to become aware of each other. Commenting on each other. Interlacing and interweaving.

Casual:

Importantly, one of the limiting factors of the academic discourse is that it struggles to interweave detailed phenomenology into its analysis. Thankfully, with the LSD-induced narrative juxtaposition we have a chance to correct this.

Academic:

After reviewing in real time the phenomenology of how you are thinking about future timelines, I would like to posit that the phenomenal character of high dose LSD is characterized by a hyperbolic pseudo-time arrow.

This requires the combination of two paradigms discussed at the Qualia Research Institute. Namely, the pseudo-time arrow, which as we explained tries to make sense of phenomenal time in terms of a directed graph representing moments of experience. And then also the algorithmic reductions introduced in the Hyperbolic Geometry of DMT Experiences

The latter deals with the idea that the geometry of our experience is the result of the balance between various forces. Qualia comes up, gets locally bound to other qualia, then disappears. Under normal circumstances, the network that emerges out of these brief connections has a standard Euclidean geometry (or rather, works as a projection of a Euclidean space, but I digress). But DMT perturbs the balance, in part by making more qualia appear, making it last longer, making it vibrate, and making it connect more with each other, which results in a network that has a hyperbolic geometry. In turn, the felt sense of being on DMT is one of _being_ a larger phenomenal space, which is hard to put into words, but possible with the right framework.

What we want to propose now is that on LSD in particular, the characteristic feeling of “timeline splitting” and the even more general “multiple timeline superposition” effect is the result of a hyperbolic geometry, not of phenomenal space as with DMT, but of phenomenal time. In turn, this can be summarized as: LSD induces a hyperbolic curvature along the pseudo-time arrow. 

Casual:

Indeed, one of the deeply unsettling things about high dose LSD experiences is that you get the feeling that you have knowledge of multiple timelines. In fact, there is a strange sense of uncanny uncertainty about which timeline you are in. And here is where a rather scary trick is often played on us by the state.

The feeling of the multiverse feels very palpable when the garbage collector of your phenomenal motor planning scratchpad is broken and you just sort of accumulate plans without collapsing them (a kind of kinesthetic tracer effect).

Fantastical:

Ok, you need to condense your timelines. You can’t let _that_ many fall off the wagon, so to speak. You could depersonalize any moment. You decide that your best bet is to call a friend of yours. He is likely working, but lives in the city right next to yours and could probably get to your place in half an hour if you’re lucky.

> Hello! 

> Hello! I just got out of a meeting. What’s up?

> Er… ok, this is gonna sound strange. I… took too much LSD. And I think I need help.

> Are you ok? LSD is safe, right?

> Yeah, yeah. I think everything will be fine. But I need to collapse the possibility space. This is too much. I can’t deal with all of these timelines. If you come over at least we will be trimming a bunch of them and preventing me from wandering off thinking I’m God.

> Oh, wow. You don’t sound very high? That made sense, haha.

> Duuudde! I’m in a window of lucidity right now. We’re lucky you caught me in one. Please hurry, I don’t know how much longer I can hang in here. I’m about to experience ego death. What happens next is literally up to God, and I don’t know what his plans are.

Your friend says he’ll take an Uber or Lyft and be there as soon as he can. You try to relax. Reality is scolding you. Why did you take this risk? You should know better!

Casual:

One of the unsettling feelings about high dose LSD is that you get to feel how extremely precious and rare a human life is. We tend to imagine that reincarnation would simply be like, say, where you die and then 40 days later come back as a baby in India or China or the United States or Brazil or whatever, based on priors, and rarely in Iceland or tiny Caribbean Islands. But no. Humans are a luxury reincarnation. Animal? Er, yeah, even animals are pretty rare. The more common form is simply in the shape of some cosmic process or another, like intergalactic wind or superheated plasma inside a star. Any co-arising process that takes place in this Gigantic Field of Consciousness we find ourselves embedded in is a possible destination, for the simple reason that…

Academic:

The One-Electron Universe posits that there is only one particle in the entire cosmos, which is going forwards and backwards in time, interfering with itself, interweaving a pattern of path integrals that interlace with each other. If there is only one electron, then the chances of being a “human moment of experience” at a point in time are vanishingly small. The electrons whose pattern of superposition paint a moment of experience are but a tiny vanishing fraction of the four-dimensional density-mass of the one electron in the block universe entailed by quantum mechanics.

Fantastical:

When you realize that you are the one electron in the universe you often experience a complex superposition of emotions. Of course this is limited by your imagination and emotional state. But if you’re clear-headed, curious, and generally open to exploring possibilities, here is where you feel like you are at the middle point of all reality.

You can access all 6 Realms from this central point, and in a way escape the sense of identification with any one of them. Alas, this is not something that one always achieves. It is easy to get caught up in a random stream and end up in, say, the God Realm completely deluded thinking you’re God. Or in the Hell realm, thinking you’re damned forever somehow. Or the animal, seeking simple body pleasures and comfort. Or the human world, being really puzzled and craving cognitively coherent explanations. Or the Hungry Ghost dimension, where you are always looking to fill yourself up and perceive yourself as fundamentally empty and flawed. Or the Titan realm, which adds a perceptual filter where you feel that everything and everyone is in competition with you and you derive your main source of satisfaction from pride and winning.

In the ideal case, during an LSD ego death you manage to hang out right at the center of this wheel, without falling into any of the particular realms. This is where the luminous awareness happens. And it is what feels like the central hub for the multiverse of consciousness, except in a positive, empowering way.

Casual:

In many ways we could say that the scariest feeling during LSD ego death is the complete lack of control over your next rebirth.

Because if you, in a way, truly surrender to the “fact” that we’re all one and that it all happens in Eternity at the same time anyway… do you realize the ramifications that this has? Everything Everywhere All At Once is a freaking documentary.

Fantastical:

> Hello? What’s up?

> Yeah, er, are you coming over?

> Yes. I mean, you just called me… 5 minutes ago. Did you expect I’d be there already? I’m walking towards the Uber.

> Time is passing really slowly, and I’m really losing it now. Can you… please… maybe like, remind me who I am every, like, 30 seconds or so?

> Mmmm ok. I guess that’s a clear instruction. I can be helpful, sure.

[for the next 40 minutes, in the Uber headed to your place, your friend kept saying your name every 30 seconds, sometimes also his name, and sometimes reminding you where you are and why you called him – bless his soul]

Casual:

Imagine that you are God. You are walking around in the “Garden of Possibilities”. Except that we’re not talking about static possibilities. Rather, we’re talking about processes. Algorithms, really. You walk around and stumble upon a little set of instructions that, when executed, turns you into a little snowflake shape. Or perhaps turns you into a tree-like shape (cf. l-systems). When you’re lucky, it turns you into a beautiful crystalline flower. In these cases, the time that you spend embodying the process is small. Like a little popcorn reality: you encounter, consume, and move on. But every once in a while you encounter a set of instructions that could take a very long time to execute. Due to principles of computational irreducibility, it is also impossible for you to determine in advance (at least in all, most cases) how long the process will take. So every once in a while you encounter a Busy Beaver and end up taking a very, very, very long time to compute that process.

Busy beaver values for different parameters (source)

But guess what? You are God. You’re eternal. You are forever. You will always come back and continue on your walk. But oh boy, from the point of view of the experience of being what the Busy Beaver executes, you do exist for a very long time. From the point of view of God, no matter how long this process takes, it will still be a blink of an eye in the grand scheme of things. God has been countless times in Busy Beavers and will be countless times there again as well. So enjoy being a flower, or a caterpillar, or a raindrop, or even an electron, because most of the time you’re stuck being ridiculously long processes like the Busy Beaver.

Academic:

Under the assumption that the hyperbolic pseudo-time arrow idea is on the right track, we can speculate about how this might come about from a configuration of a feedback system. As we’ve seen before, an important aspect of the phenomenal character of psychedelic states of consciousness is captured by the tracer pattern. More so, as we discussed in the video about DMT and hyperbolic geometry, one of the ways in which psychedelic states can be modeled is in terms of a feedback system with a certain level of noise. Assume that LSD produces a tracer effect where, approximately, 15 times per second you get a strobe and a replay effect overlay on top of your current experience. What would this do to your representation of the passage of time and the way you parse possible futures?

FRAKSL video I made to illustrate hyperbolic pseudo-time arrows coming out of a feedback system (notice how change propagates fractally across the layers).

Casual:

I think that LSD’s characteristic “vibrational frequency” is somewhere between phenethylamines and tryptamines. 2C-B strikes me as in the 10hz range for most vibrations, whereas psilocybin is closer to 20hz. LSD might be around 15hz. And one of the high-level insights that the lens of connectome-specific harmonic modes (or more recently geometric eigenmodes) gives us is that functional localization and harmonic modulation might be intertwined. In other words, the reason why a particular part of the brain might do what it does is because it is a great tuning knob for the harmonic modes that critically hinge on that region of the brain. This overall lens was used by Michael E. Johnson in Principia Qualia to speculate that the pleasure centers are responsible for high variance in valence precisely because they are strategically positioned in a place where large-scale harmony can be easily modulated. With this sort of approach in mind (we could call it even a research aesthetic, where for every spatial pattern there is a temporal dynamic and vice versa) I reckon that partly what explains the _epistemological_ effects of LSD at high doses involves the saturation of specific frequencies for conscious compute. What do I mean by this?

Say indeed that a good approximation for a conscious state is a weighted sum of harmonic modes. This does not take into account the non-linearities (how the presence of a harmonic mode affects other ones) but it might be a great 60%-of-the-way-there kind of approximation. If so, I reckon that we use some “frequency bands” to store specific kinds of information that corresponds to the information that is naturally encoded with rhythms of specific frequencies. It turns out, in this picture, that we have a sort of collection of inner clocks that are sampling the environment to pick up on patterns that repeat at different scales. We have a slow clock that samples every hour or so, one that samples every 10 minutes, one that samples every minute, every 10 seconds, every second, and then at 10, 20, 30, 40, and even 50hz. All of these inner clocks meet with each other to interlace and interweave a “fabric of subjective time”. When we want to know at a glance how we’re doing, we sample a fragment of this “fabric of subjective time” and it contains information about how we’re doing right now, how we were doing a minute ago, an hour, a day, and even longer. Of course sometimes we need to sample the fabric for a while in order to notice more subtle patterns. But the point is that our sense of reality in time seems to be constructed out of the co-occurrence of many metronomes at different scales. 

I think that in particular the spatio-temporal resonant modes that LSD over-excites the most are actually really load-bearing for constructing our sense of our context. It’s as if when you energize too much one of these resonant modes, you actually push it to a smaller range of possible configurations (more smooth sinusoidal waves rather than intricate textures). By super-saturating the energy in some of these harmonics on LSD, you flip over to a regime where there is really no available space for information to be encoded. You can therefore feel extremely alive and real, and yet when you query the “time fabric” you notice that there are big missing components. The information that you would usually get about who you are, where you are, what you have been doing for the last couple of hours, and so on, is instead replaced by a kind of eternal-seeming feeling of always having existed exactly as you currently are.

Fantastical:

If it wasn’t because of your friend helpfully reminding you where you were and who you are, you would have certainly forgotten the nature of your context and for sure wandered off. The scene was shifting widely, and each phenomenal object or construct was composed of a never ending stream of gestalts competing for the space to take hold as the canonical representation (and yet, of course, always superseded by yet another “better fit”, constantly updating).

The feeling of the multiverse was crushing. Here is where you remembered how various pieces of media express aspects of the phenomenology of high dose LSD (warning: mild spoilers – for the movies and for reality as a whole):

  • Everything Everywhere All At Once: in the movie one tunes into other timelines in order to learn the skills that one has in those alternative lifepaths. But this comes with one side-effect, which is that you continue to be connected to the timeline from which you’re learning a skill. In other words, you form a bond across timelines that drags you down as the cost of accessing their skill. On high dose LSD you get the feeling that yes, you can learn a lot from visualizing other timelines, but you also incur the cost of loading up your sensory screen with information you can’t get rid of.
  • The Matrix: the connection is both the obvious one and a non-obvious one. First, yes, the reason this is relevant is because being inside a simulation might feel like a plausible hypothesis while on a high dose of LSD. But less intuitively, the Matrix also fits the bill when it comes to the handling of future-past interactions. The “Don’t worry about the vase” scene (which I imagine Zvi named his blog after) highlights that there is an intertwining between future and past that forges destiny. And many of the feelings about how the future and past are connected echo this theme on a high dose of LSD.
  • Rick and Morty (selected episodes):
    • Death Crystal: here the similarity is in how on LSD you feel that you can go to any given future timeline by imagining clearly a given outcome and then using it as a frame of reference to fill in the details backwards.
    • A Rickle in Time: how the timelines split but can in some ways remain aware of and affect each other.
    • Mortynight Run: In the fictional game Roy: A Life Well Lived you get to experience a whole human lifetime in what looks like minutes from the outside in order to test how you do in a different reality. 
  • Tenet: Here the premise is that you can go back in time, but only one second per second and using special gear (reversed air tanks, in their case).

Of these, perhaps the most surprising to people would be Tenet. So let me elaborate. There are two Tenet-like phenomenologies you experience as your friend is on the way to pick you up worth commenting on:

One, what we could call the “don’t go this way” phenomenology. Here you get the feeling that you make a particular choice. E.g. go to the other room to take more gabapentin and see if that helps (of course it won’t – it’s only been 15 minutes since you took it and it hasn’t even kicked in). Then you visualize briefly what that timeline feels like, and you get the feeling of living through it. Suddenly you snap back into the present moment and decide not to go there. This leaves a taste in your mouth of having gone there, of having been there, of living through the whole thing, just to decide 10 years down the line that you would rather come back and make a different choice.

At the extreme of this phenomenology you find yourself feeling like you’ve lived every possible timeline. And in a way, you “realize” that you’re, in the words of Teafaerie, a deeply jaded God looking for an escape from endless loops. So you “remember” (cf. anamnesis) that you chose to forget on purpose so that you could live as a human in peace, believing others are real, humbly accepting a simple life, lost in a narrative of your own making. The “realization” can be crushing, of course, and is often a gateway to a particular kind of depersonalization/derealization where you walk around claiming you’re God. Alas, this only happens in a sweet spot of intoxication, and since you went above even that, you’ll have a more thorough ego death.

Two, an even more unsettling Tenet-like phenomenology is the feeling that “other timelines are asking for your help – Big Time wants you to volunteer for the Time War!”. Here things go quantum, and completely bonkers. The feeling is the result of having the sense that you can navigate timelines with your mind in a much deeper way than, say, just making choices one at a time. This is a profound feeling, and conveying it in writing is of course a massive stretch. But even the Bering Strait was crossed by hominids once, and this stretch feels also crossable by us with the right ambition.

The multiverse is very large. You see, imagine what it would be like to restart college. One level here is where you start again from day 1. In other timelines you make different friends, read other books, take other classes, have other lovers, major in other disciplines. Now go backwards even a little further back, to when the academic housing committee was making decisions about who goes to which dorm. Then the multiverse diversifies, as you see a combinatorial explosion of possible dorm configurations. Further back, when the admissions committee was making their decisions, and you have an even greater expansion of the multiverse where different class configurations are generated.

Now imagine being able to “search” this bulky multiverse. How do you search it? Of course you could go action by action. But due to chaos, within important parameters like the set of people you’re likely to meet, possibilities quickly get scrambled. The worlds where you chose that bike versus that other bike in that particular moment aren’t much more similar to each other than other random ways of partitioning the timelines. Rather, you need to find pivotal decisions, as well as _anchor feelings_. E.g. It really matters if a particular bad technology is discovered and deployed, because that drastically changes the texture of an entire category of timelines. It is better for you to search timelines via general vibes and feelings like that, because that will really segment the multiverse into meaningfully different outcomes. This is the way in which you can move along timelines on high doses of LSD. You generate the feeling of things “having been a certain way” and you try to leave everything else as loose and unconstrained as possible, so that you search through the path integral of superpositions of all possible worlds where the feeling arises, and every once in a while when you “sample” the superposition you get a plausible universe where this is real.

Now, on 150 or 200 micrograms this feels very hypothetical, and the activity can be quite fun. On 300 micrograms, this feels real. It is actually quite spooky, because you feel a lot of responsibility here. As if the way in which you chose to digest cosmic feelings right there could lock in either a positive or negative timeline for you and your loved ones.

Here is where the Time War comes into play. I didn’t choose this. I don’t like this meme. But it is part of the phenomenology, and I think it is better that we address it head-on rather than let it surprise you and screw you up in one way or another.

The sense of realism that high dose LSD produces is unreal. It feels so real that it feels dreamy. But importantly, the sense of future timelines being truly there in a way is often hard to escape. With this you often get a crushing sense of responsibility. And together with the “don’t go this way” you can experience a feeling of a sort of “ping pong with the multiverse of possibilities” where you feel like you go backwards and forwards in countless cycles searching for a viable, good future for yourself and for everyone. 

In some ways, you may feel like you go to the End of Times when you’ve lived all possible lifetimes and reconverge on the Godhead (I’m not making this up, this is a common type of experience for some reason). Importantly, you often feel like there are _powerful_ cosmic forces at play, that the reason for your life is profound, and that you are playing an important role for the development of consciousness. One might even experience corner-case exotic phenomenal time like states of mind with two arrows of time that are perpendicular to each other (unpacking this would take us an entire new writeup, so we shall save it for another time). And sometimes you can feel like your moral fiber is tested in often incredibly uncomfortable ways by these exotic phenomenal time effects.

Here is an example.

As your sense of “awareness of other timelines” increases, so does your capacity to sense timelines where things are going really well and timelines where things are going really poorly. Like, there are timelines where your friend is also having a heart attack right now, and then those where he crashes on the way to your apartment, and those where there’s a meteorite falling into your city, and so on. Likewise, there’s one where he is about to win the lottery, where you are about to make a profound discovery about reality that stands the test of sober inquiry, where someone just encountered the cure for cancer, and so on. One unsettling feeling you often get on high dose LSD is that because you’re more or less looking at these possibilities “from the point of view of eternity” in a way you are all of them at once. “Even the bad ones?” – yes, unsettlingly, even the bad ones. So the scary moral-fiber-testing thought that sometimes you might get is if you’d volunteer to be in one of the bad ones so that “a version of you gets to be in the good one”. In other words, if you’re everyone, wouldn’t you be willing to trade places? Oftentimes here’s where Open Individualism gets scary and spooky and where talking to someone else to get confirmation that there are parallel conscious narrative streams around is really helpful.

Casual:

We could say that LSD is like a completely different drug depending on the dose range you hit:

Below 50 micrograms it is like a stimulant with stoning undertones. A bit giggly, a bit dissociating, but pretty normal otherwise.

Between 50 and 150 you have a drug that is generally really entertaining, gentle, and for the most part manageable. You get a significant expansion in the room available to have thoughts and feelings, as if your inner scratch pads got doubled in size. Colors, sounds, and bodily feelings all significantly intensified, but still feel like amplified versions of normal life.

Between 150 and 250 you get all of the super stereotypical psychedelic effects, with very noticeable drifting, tracers, symmetries, apophenia, recursive processes, and fractal interlocking landscapes. It is also somewhat dissociative and part of your experience might feel dreamy and blurry, while perhaps the majority of your field is sharp, bright, and very alive.

From 250 to 350 it turns into a multiverse travel situation, where you forget where you are and who you are and at times that you even took a drug. You might be an electron for what feels like millions of years. You might witness a supernova in slow motion. You might spontaneously become absorbed into space (perhaps as a high energy high dimensional version of the 5th Jhana). And you might feel like you hit some kind of God computer that compiles human lifetimes in order to learn about itself. You might also experience the feeling of a massive ball of light colliding with you that turns you into the Rainbow version of the Godhead for a time that might range between seconds and minutes. It’s a very intense experience.

And above? I don’t know, to be honest.

Academic:

The intermittent collapse into “eternity” reported on high dose LSD could perhaps be interpreted as stumbling into fixed points of a feedback system. Similarly to how pointing a camera directly at its own video feed at the right angle produces a perfectly static image. On the other hand, we might speculate that many of the “time branching” effects are instead the result of a feedback system where each iteration doubles the number of images (akin to using a mirror to cover a portion of the screen and reflect the uncovered part of the screen).

Video I made with FRAKSL in order to illustrate exactly the transition between a hyperbolic pseudo-time arrow and a geometric fixed point in a feedback system. This aims to capture the toggle during LSD ego death between experiencing multiple timelines and collapsing into moments of eternity.

Fantastical

You decide that you do want to keep playing the game. You don’t want to roll the dice. You don’t want to embrace Eternity, and with it, all of the timelines, even the ugly ones. You don’t want to be a volunteer in the Time War. You just want to be a normal person, though of course the knowledge you’ve gained would be tough to lose. So you have to make a choice. Either you forget what you learned, or you quit the game. What are you going to do?

As you start really peaking and the existential choice is presented to you, your friend finally arrives outside of your apartment. The entrance is very cinematic, as you witness it both from your phone as well as in real life, like the convergence of two parallel reality streams collapsing into a single intersubjective hologram via a parallax effect. It was intense.

Casual:

You have to admit, the juxtaposition of narrative streams with different stylistic proclivities really does enrich the human condition. In a way, this is one of the things that makes LSD so valuable: you get to experience simultaneously sets of vibes/stances/emotions/attitudes that would generally never co-exist. This is, at least in part, what might be responsible for increasing your psychological integration after the trip; you experience a kind of multi-context harmonization (cf. gestalt annealing). It’s why it’s hard to “hide from yourself on acid” – because the mechanism that usually keeps our incoherent parts compartmentalized breaks down under intense generalized tracers that maintain interweaving, semi-paralel, narrative streams. Importantly, the juxtaposition of narrative voices is computationally non-trivial. It expands the experiential base in a way that allows for fruitful cross-pollination between academic ways of thinking and our immediate phenomenology. Perhaps this is important from a scientific point of view.

Fantastical

With your friend in the apartment taking care of you – or rather, more precisely, reducing possibility-space to a manageable narrative smear, and an acceptable degree of leakage into bad timelines – you can finally relax. More so, the sedatives finally kick in, and the psychedelic effects reduce by maybe 20-25% in the span of an hour or so. You end up having an absolutely great time, and choose to keep playing the game. You forget you’re God, and decide to push the question of whether to fall into Nirvana for good till the next trip.


[1] LSD has a rather peculiar dose-response curve. It is not a “light” psychedelic, although it can certainly be used to have light experiences. Drugs like AL-LAD are sometimes described as relatively shallow in that they don’t produce the full depth of richness LSD does. Or 2C-B/2C-I, which tend to come with a more grounded sense of reality relative to the intensity of the sensory amplification. Or DMT, which despite its extreme reality-replacing effects, tends to nonetheless give you a sense of rhythm and timing that keeps the sense of self intact along some dimensions. LSD is a full psychedelic in that at higher doses it really deeply challenges one’s sense of reality. I have never heard of someone take 2C-B at, say, 30mg and freak out so badly that they believe that reality is about to end or that they are God and wish they didn’t know it. But on 200-400 micrograms of LSD this is routine. Of course you may not externalize it, but the “egocidal” effects of acid are powerful and hard to miss, and they are in some ways much deeper and transformative than the colorful show of DMT or the love of MDMA because it is ruthless in its insistence, methodical in its approach, and patient like water (which over decades can carve deep into rocks). As Christopher Bach says in LSD and the Mind of the Universe: “An LSD session grinds slow but it grinds fine. It gives us time to be engaged and changed by the realities we are encountering. I think this polishing influences both the eventual clarity of our perception in these states and what we are able to bring back from them, both in terms of healing and understanding”. There’s a real sense in which part of the power of LSD comes from its capacity to make you see something for long periods of time that under normal circumstances would have us flinch in a snap.

Mushrooms and AI Generated Art: Wave Lensing, Geometric Priors, and Scale-Separation

[Epistemic Status: Fictional Trip Report]

So picture yourself on a random Saturday in the Bay Area. A couple of friends of yours have been dying to try magic mushrooms and know that you are an experienced tripper. They have done weed and MDMA a couple of times, and one of them once had 2 grams of mushrooms with you years ago (probably over a decade now, though you prefer not to count). The other, his boyfriend, has never tried a psychedelic. They are both professionals in the AI world, working either on cutting-edge language models or hardware accelerators. So you decide that a fruitful endeavor would be to watch AI-generated content and see how our relatively AI-informed tripping minds interpret what we see. It’s a neat experiment, right? Anyone can do it. But chances are that explicit “watch parties” with friends would be the most effective.

It’s a remarkably simple setup, really. All you have to do is to get together with friends into AI and/or consciousness, each consume between 1 and 2 grams of mushrooms, and then spend the next 5 hours watching this video:

You will ideally also play the music that comes with the video in a good speaker system and with a great large-screen TV. Why is this a significant experiment, or activity?

Look, I want to avoid the perception that this is simply coming from a sort of “oh mushrooms are trippy, AI art is trippy, if we add them together we will get extra trippy!” heuristic. I mean, there is some logic to this, and in many circumstances it really makes sense. But, guys, we’re doing sophisticated science here! Let me explain.

We have an AI system that is trying to minimize the difference between a prompt and the images it is generating. It is trying to make every part of the image as unexpected as possible given every other part of the picture and the prompt. But on magic mushrooms you parse images differently. How these models ultimately draw inferences is still hotly debated, and it wouldn’t be absurd to find out that some clues are more perceptible in such an altered state.

We decided to simply experience the most generic and reproducible setup possible and so we stuck to watching that video, so it becomes a kind of standard candle for discussion.

I should mention that the other two participants took 2 grams. One of them all at once (soaked in lemon and with ginger juice as a chaser to avoid nausea) and the other took one gram and then about 50 minutes later the second gram. I took half a gram to test the waters (as I sometimes respond really strongly to mushrooms in particular) and had a gram (most likely about 0.8-0.9g) also 50 minutes after the first dose, when it became apparent that I was having a more typical response by then.

The other two participants were very grateful for the experience overall, but they both stated that they thought it was too intense, and they wish they had taken 1 or 1.5g instead. For me the dose was right on target, which I suppose amounted to 1.3-1.4g or so.

The Experience

The video and the music turned out to be perfect. I had a blast. I really couldn’t think of anything more interesting to do on a random Saturday afternoon. First of all, the dose was strong enough for me to have really noticeable effects worth pointing out, but not strong enough that I would get completely side-tracked by internal tangents or worries. I was really energized but euphoric and able to keep it together all of the time, having a lot of familiarity with this territory. Second, I think that the input was really useful for the experience to go well. The images continued to be entertaining and grounding, even. And the music created a vibe of “we made it! we are humanity in the future and we figured out how to solve the climate crisis, AI, and pandemics, and we’re all living a never ending party exploring consciousness”. So at least this created really excellent conditions for my experience.

But most importantly, the task of “look at these images and try to point out things about how the model works that you wouldn’t normally be able to see” was enormously engrossing. Having a deep personal interest in how the mind works and how this differs from how computers work also provided great mental software to play with during this activity.

I will start out by pointing out the most obvious difference in how the experience of watching the video is on 1.3g of mushrooms relative to normal. The biggest difference is in how sensitive one is to randomness in the animation. This is something you can point out literally at any moment of the 11 hour long video (yeah, I know, it’s a shorter loop, which we watched probably around 3.5 times altogether). The change introduced by the zoom makes the algorithm re-paint each region locally in a way that minimizes surprise (modulo the prompt) with its surroundings. And while the local change in color and low-level shape are typically well-coordinated with changes in the region, they are largely random and desynchronized relative to low-level changes elsewhere in the image. This could have been different. For instance, if the model had more non-local update rules, where each local change needs to be made in coordination with changes elsewhere (or at different scales!) then we would be seeing (and noticing in the psychedelic state!) many more correlations in how the video evolves. Instead, we get a setup that almost sort of maximizes the individual brightness of each local change precisely because it occurs in relative isolation, and thus stands out. In a way, looking at this video while on mushrooms makes the experience very “pointillistic”.

Relaxation of Beliefs vs. Expanded Repertoire of Harmonic Modes

Now, the standard explanation for why on a psychedelic we would experience these local changes as brighter than when one is sober is that the state sensitizes you to low-level sensory signals over the perceptual priors we rely on to compress our experience and highlight only what’s out of line. In other words, this is the story where top-down priors are loosened and thus allowing for bottom-up sensations to drive the state more directly than they usually would.

But I think that we can enrich this explanation with a more gear-level account. Namely, if we think, simplistically, that each state of consciousness is decently approximated by a superposition of harmonic resonant modes in each of our sensory channels as well as globally, then psilocybin’s role would be to increase the amplitude of these resonant modes and especially that of higher frequency ones. In turn, the typical landscape of harmonic coupling gets overwhelmed by the non-linearities emergent in the new regime, which give rise to a wide repertoire of possible ways for harmonics to (fleetingly) couple together. As a consequence, we have a wider (but unreliable!) set of building blocks (as resonant modes coupled together to form gestalts) with which to make sense of sensory information. In other words, it’s not (only) that the “perceptual filters” are down, as both Huxley and perhaps standard predictive processing explanations would have you believe, but there is also an enrichment of internal resonant modes that can function as more complex priors useful for perceptual processing.

What this means in practice is that you will be overfitting your sensory input a larger fraction of the time. The garden full of overgrown grass and leaves can look like a complex network of hypercubes on DMT or on a high dose of mushrooms. This is obviously not because that shape is really latent in the stimuli. Rather, that among the non-linear resonant modes that you now internally have available to sample from in order to fit together the information coming from the senses there is an entirely new class of non-Euclidean and also higher dimensional gestalt configurations. In a way, they are the possible data-structures for ordering large bundles of local binding connections into coherent structures with long-range correlations. But in this case, it is overwhelmingly likely that you are overfitting on the data: the grass and the leaves are a source of partially structured randomness that the normal visual system correctly interprets as stochastic whereas the tripping brain over-thinks it far beyond the necessary.

That said, as with psychedelic cryptography more broadly, I do very much believe that it is possible to create input that specifically looks ordered in the right way on a psychedelic but not sober. For instance, a case where indeed the movement of dots in a screen are very well approximated by certain projection of a hypercube on a hyperbolic plane, so that on a psychedelic you actually tap into one of those possible “solitons” of the mind and correctly represent it. Here one would be finding a specific visual task where its model complexity is indeed adequate for a psychedelic but not for the normal visual system. I would in particular, expect that psychedelic states of mind would work really well as kind of a “reverse fractal diffusion” system, where you can “click” into fractals hidden in the screen that were noised in some way. I.e. where the possible fractal gestalts that become available on psychedelics turn out to be a great approximation for the image in a way that generalizes.

Now, given the way in which our brain might use superposition of harmonic modes as one of its primary ways of modulating the contents of the world simulation, then we could _define_ randomness _relative_ to this system. In particular, it might be a good approximation for us to think of randomness as the degree to which the input is “incompressible with harmonic modes”. After all, JPEG is quite a good image compressor for humans. In other words, while some number theoretic properties are certainly not random (if anything, they are superdeterministic, in that they are true in all possible universes), they are random from the point of view of the human visual (tactile, etc.) system. Looking for patterns in prime numbers is so trippy because they are deterministic and yet an adversarial case for our pattern-detection system (don’t get me started on looking for patterns in Pi). So that which cannot be compressed as an interaction between harmonic resonant modes stands out as inexplicable from a subjective point of view, even if there is a real pattern underneath that is simply poorly compressible with harmonic modes.

So one story says that the relative strength of our priors to our sensory input is flipped over. The other story says that the inner repertoire of representations increases and that as a consequence you will be more prone to interpret randomness as a pattern simply due to having more categories of patterns to sample from. How are these stories connected?

Here is what I think.

The Annealing Process

First of all, I think the dynamics are key (cf. mettannealing). A whole psychedelic experience can be seen as an annealing process and we need to be aware of this to make sense of each stage of the trip (Psychedelic Information Theory, Neural Field Annealing). I think that psychedelics inherently activate some low-level cellular-automata-like reaction-diffusion-like processes that make your experience buzz all throughout and causes many of the pre-existing correlations learned by your system to break down. At first, in desynchronized ways. During this phase, the video looked like it was undergoing a process of defabrication. The elements were more disconnected from each other, sort of drifting apart into their own island realities. And the parsing of the scene was highly pointillistic.

Then, I think that as these low-level patterns begin to coordinate with each other, they start to form groups and clusters where they form networks of resonance. In this phase the experience is characterized by the evolution of signals, where different parts of your experience are trying to connect with one another, sending waves to each other and adjusting their mutual shape in order to be able to send and receive signals more efficiently. Here many parts of the video worked as makeshift transmission fields for patterns to communicate with each other.

Then you have a long period where the common themes on the “surviving” patterns of the ecosystem are dancing with each other. Once the pieces of the puzzle are set in place, then you explore their many possible configurations and interactions. But at this point you aren’t making entirely new pieces. So during this phase, the video emphasized the complex relationships between the parts. In essence, the main archetypes that you arrived at during the process of deconstruction go as far as they can in cooperating with one another to make the experience as great as possible (in this case).

And finally you have a comedown and a subtle long-tail, both characterized by the loss of access to the memory of the process (if not somehow encoded in clever ways or recorded in audio or writing) except for a recurring sort of revising of the main emotionally impactful takeaways of the experience.

So I would say that both stories are part of the picture. In that the first story explains the start of this annealing process, where you become sensitized to low-level sensory inputs. But then as the canvas of patterns gets painted and you have the start of competition for attention and connection, you actually explore a wide range of new primitives that can be used to make sense of very complex relationships (which risks overfitting, but might also be legitimately necessary for some categories of insights or realizations). In other words, there is a phase of the process where the evolutionary dynamics generate a layered ecosystem of resonant modes, and these in turn enrich the range of model complexities you can afford to use to represent sensory data.

Now, importantly, the video precisely lacks many of the long-range correlations that are more characteristic of the psychedelic state. This actually, in my estimation, made the experience somewhat more DMT-like, in that the low-level detail always attracted a lot of the attention, as opposed to being more centered on the intermediate-sized gestalts.

The state I was in during the peak of the experience would hallucinate a lot of long-range correlations that I really don’t think are present in the video as such. It was as if the lack of global coordination between the low-level patterns left my pattern-detection systems really hungry, and with the enriched repertoire of possible models, they would find really implausible but technically accurate fits. For instance, here the visual system was really trying its best to reconstruct the pattern of light in the grid as a meaningful optical effect coming from some symmetrical prisms rather than admit that it is random:

In this case, I think my visual system was really using all of the available complexity in the repertoire of resonant couplings on hand and legitimately “thought” that it was a good fit of the data. And of course if there were reasons for those new priors to be there (like that the movie was constructed with them in mind) then they would be picking up on real signals. Here, I’m pretty sure, it was a case of overfitting.

It is worth noting that the valence of the conscious model ultimately matters just as much, if not more, than that of the sensory input per se. I actually think that this video wasn’t particularly valence-maximizing. I think for that you would benefit from carefully curated videos with soft harmonic resonance coupling in really elegant ways. This video instead was rather sort of maximizing a certain kind of visual interestingness, in that it compellingly creates the illusion of a structured generator behind the scene even when it is smoke and mirrors, and is rich enough to grip you without being so rich that you miss out on detail.

Lensing

There’s one important exception to the absence of long-range correlations in the video. And that is when “lensing” effects take place.

When you have a pattern that repeats over a long distance, then the little “update waves” that the pattern emits do tend to have the habit of entering into coherence. When the pattern curves, then the waves can in a way become concentrated, and as such, function as a kind of “lens” (cf. Reverse Grassfire Algorithm). When this happens, the image does pulse and vibrate in coherent ways, which is especially nice while on a psychedelic. So I really cherished the moments when lensing would happen in this video.

Another way of looking at these lensing effects comes from thinking of the model as a series of non-linear activation layers for receptive fields of increasing abstraction. In this case, we can actually expect interesting lensing effects, because a coherent wavefront might make a large-enough area look similar enough in order to trigger the detection of a broader gestalt. So in a way, we could say that this model does have some degree of psychedelia inherent in it, though it is far from optimized. Lensing-aware and lensing-optimized networks should be doable.

Importantly, because lensing _is_ present in both the visual field on psychedelics and in this model, there is an especially strong effect from symmetrical alignments in this video and the state we were in, making us say “oh my god” when strong lensing would happen. That said, this non-linear amplification of waves that results in large-scale coordination of gestalts could be greatly enhanced in the model by adding correlated changes across the scene. I’d even predict that the “interaction length” variable of a model like this that has adjustable long-range correlations would be a good proxy for the “degree of trippiness” of the imagery.

A Geometric Deep Learning-Inspired Model of Psychedelic Action

This takes me to another key way in which the video isn’t exactly as psychedelic as it could be. This involves a brief discussion about geometric deep learning. One of the main insights of this field is a way to make sense of how neural networks overcome the curse of dimensionality. In other words, why is it that a model with so many parameters doesn’t automatically just massively overfit the data? And why does the model converge so fast, relative to what you’d expect given the complexity of the patterns it figures out how to detect?

Here the idea is that the way in which we construct neural networks actually has in-built assumptions that significantly reduce the state-space that they are exploring. In particular, two key assumptions are built-in: symmetries in the input, and scale-separation in the outputs.

The symmetries in the input deal with the type of space the data comes from. When you’re in 2D Euclidean spaces, then rotation, translation, and reflection might all count as the symmetries of your space (cf. Klein’s conception of geometry). And it turns out that a key principle behind choosing the right neural networks for a given task is that the in-built symmetries it assumes correspond to the symmetries of the space it is actually sampling from. Thus, convolutional neural networks are a good fit for datasets where you want to enforce translational invariance (a cat is a cat, no matter if it is on the left or the right part of the screen) but not a good fit when the specific location of a pattern actually matters for its classification. Nevertheless, we can say that one of the fascinating things about psychedelic states is that you do seem to experience new exotic geometric primitives. Indeed, a computational interpretation of, say, a hyperbolic spinning wheel on DMT, is that you are applying a _space prior_ over a region of your experience such that the symmetries of that space are enforced in that region. Thus, psychedelic symmetries are, in a deep way, geometric priors over sensory input. But this only really makes sense once you zoom out of traditional deep learning principle and take into account the insights of geometric deep learning (cf. the inventor’s paradox).

The second in-built assumption that comes from how we build neural networks is scale-separation. Here the key is to realize that many of our networks have “pooling” layers where low-level details are aggregated across a region. This way of treating the data gives rise to an implicit assumption about how the information is structured. And that is that patterns of a given size are expected to interact with patterns of roughly the same size. Importantly, too, that categories exist at a certain scale, meaning, that concepts like “a face” encapsulate lower-level features together (nose, eyes, mouth) that are spatially contained _within_. In other words, the way we make sense of visual data using these networks assumes that there is a very specific, highly local, way by which low-level features are put together to form higher level features.

An example of a dataset that would violate this scale-separation assumption would be one where faces need the high frequency elements of eyes to be a certain distance away from the rest of the features. Here the gestalt that one needs to learn to recognize incorporates low-level features into higher level features in an anomalous (highly distributed) way. Then again, this is something that future neural network architectures can play with. Namely, _relaxing_ the degree of scale-separation that is enforced.

Put together, we now have a picture of psychedelic effects in terms familiar to geometric deep learning. Namely, we are sampling geometric priors from an expanded repertoire of possible symmetries (!). In this way, psychedelics could be thought of as relaxing geometric (typically Euclidean) priors in favor of a long-tail of (hyperbolic and higher dimensional) priors. In parallel, we observe that the degree to which long-range correlations are detected and experienced on psychedelics is greatly amplified, especially if they can be compressed as harmonic waves at a different scale. Importantly, there is more coupling between scales on psychedelics, giving rise to a relaxation of the scale-separation priors our system typically works with. Thus, I reckon we can see the psychedelic state precisely as one where scale-separation constraints are relaxed (!). Meaning that, the psychedelic state has broader geometric priors and less scale-separation in its assumptions about the structure of sensory data. A more universal, albeit slower and maladaptive in our current environment, form of qualia computation.

The verdict?

In many ways, the video we saw was fascinating. The constant stream of novelty was endlessly stimulating. In many other ways, it was maximally boring: it precisely lacked the sublime long-range correlations that make psychedelics so delightful. But when they did happen (via lensing effects) they were especially glorious. It became apparent how a much more interesting video to watch will become viable when a broader set of geometric and scale-separation priors are explored in models like these. But on the whole, I thought it was a delightful experience. And my friends were, in their words, quite pleased. A wholesome Saturday evening in the Bay I’ll always remember fondly.

Unveiling QRI’s Consciousness Art Contests: Immerse, Innovate, and Inspire

by Hunter Meyer & Andrés Gómez-Emilsson (cross-posted at QRI)

The Qualia Research Institute (QRI) is excited to announce the launch of three Non-Ordinary States of Consciousness (NSCs) Art Contests: Immerse, Innovate, and Inspire with submissions accepted until 5/17/2023. Examples of non-ordinary states of consciousness are psychedelic experiences, meditative experiences like the jhanas, and near-death experiences.

Our objective is to highlight the reciprocal relationship between art and consciousness research, enabling artists to create lifelike representations of non-ordinary states of consciousness, and contribute to the development of consciousness studies and psychedelic science.


About the Qualia Research Institute

The Qualia Research Institute is a non-profit organization dedicated to advancing our understanding of consciousness. Its mission is to:

  • Develop a precise mathematical language for describing subjective experience
  • Map out the full range of possible conscious experiences
  • Build technologies to improve the lives of sentient beings

Learn more at qri.org.


Contest Details

The contests include:

  • Replication Contest (Immerse): Entries will be judged based on transparent and interpretable qualities that accurately capture the low-level subjective effects experienced in non-ordinary states of consciousness.

  • Psychedelic Cryptography Contest (Innovate): Artists are invited to create encodings of sensory information that are only meaningful when experienced on psychedelics in order to show the specific information-processing advantages of those states.

Prizes

Cash prizes ranging from $500 to $5,000 will be awarded, along with packs of QRI’s Magical Creatures Scent Line and QRI swag.

How to Participate

Artists interested in participating or learning more about each contest can visit our submissions pages for further information:

Intellectual Property Rights

For the sake of transparency and to benefit the community as a whole, QRI reserves the right to publish the winning submissions made by contestants on its website. Artists retain their intellectual property rights, allowing them control over their artwork’s use and distribution. However, QRI would appreciate permission to showcase participants’ art on our website or use it in potential research publications with proper citations and links to the artists’ work.

Disclaimer

We understand that the replication contest may not capture the full complexity and nuances of psychedelic experiences, and that there are concerns about the potential harm associated with the use of psychedelics. Participation in these contests does not require the use of psychedelics, and we encourage all participants to prioritize their safety and well-being.

We welcome feedback and suggestions for future contests at hello@qri.org. We look forward to exploring these topics responsibly and respectfully.


Replication Contest

The Replication Contest seeks to celebrate the artistic capabilities of participants in accurately depicting and interpreting the low-level subjective effects experienced in non-ordinary states of consciousness (NSCs), with a particular emphasis on (1) valence effects and (2) geometric transformations.

  1. Valence effects focus on demonstrating how the shape of the experience can reveal whether a person is having a clean and blissful experience or a mixed affect experience. The transition between feeling normal and feeling blissful might involve changes to the shape of the visual experience. Rather than focusing on the semantic content (e.g. seeing an angel) here the point is to visualize the texture, shape, and dynamics that bring about this change (e.g. harmonizing flow by reducing turbulence).
  2. Geometric transformations such as rotations, reflections, glides, affine transformations, and so on often feature in psychedelic experiences. Can this be rendered in a realistic way? We suggest that you consider how symmetry and geometry are two sides of the same coin in order to better appreciate this quality of psychedelic experiences. When the geometry of phenomenal space changes, so do the symmetries within it. Can this be expressed artistically in an accurate way?

To participate, artists should create a piece of art that embodies the subjective effects they have researched or encountered during NSCs, emphasizing the two highlighted areas.

Familiarize yourself with the concept of algorithmic reduction (cf. our glossary), where the complex zoo of effects is interpreted as emerging out of a few core effects interacting with each other. See also the different subjective effects cataloged at effectindex.com, and draw inspiration from the QRI videos on psychedelic epistemology and the tracer tool. Additionally, explore the r/replications subreddit to see some remarkable replications.

Example ways to explore (1) and (2)

  1. Showcase how more smooth, symmetrical, regular, and soft visual features express pleasant qualities of the experience (cf. valence structuralism, Michael Johnson’s Symmetry Theory of Valence).
  2. Visualize an annealing process where the video contains blinking lights driven by metronomes that can sync up with each other until the whole scene is shining in a coherent way (cf. Neural Annealing).
  3. Show how bouba vs. kiki imagery highlight different emotional tones during a psychedelic experience (cf. CDNS in Quantifying Bliss), where spiky feelings tend to be harsh and disquieting, whereas bubbly and round features tend to be calming and welcoming (extra points if these features emerge out of some kind of annealing process, or if you find counterexamples to this general pattern).
  4. Visualize how wallpaper symmetry groups transform textures into repeating patterns.
  5. Show waves interacting with each other in order to construct psychedelic interference patterns (cf. non-linear wave computing
  6. Use hyperbolic minimal surfaces in order to exemplify how sensations aggregate on DMT.
  7. Show how the Reverse-Grassfire Algorithm can create 3D crystals (cf. Harmonic Gestalt).
  8. Show a 2D Euclidean grid becoming hyperbolic by adding additional nodes and edges in order to demonstrate a change of geometry (cf. world-sheet).
  9. Model the the experience of achieving a DMT breakthrough level experience using a physical instability (such as Kelvin-Helmholtz).
  10. Simulate a trajectory on the energy-complexity landscape.

These are just some suggestions and there are many other ways of connecting technical descriptions of the phenomenology of NSE and visual replications. It helps if you can ground the effects visualized on paradigms and explanations presented by QRI, but it is not necessary to win the contest. What matters is that you can create realistic yet interpretable visualizations that hint at the underlying processes that are generating these experiences. What we are after is insight. In other words, we want to be able to discover new, meaningful, and non-trivial explanations for why NSEs manifest in the way they do. Hence, being able to describe how the replication effects are achieved is highly beneficial.

Entries will be judged based on the number and precision of replicated subjective effects, with special attention given to valence effects and geometric transformations.

Prizes

  1. 1st place – $5k + QRI’s Magical Creatures “Cutting-Edge” pack + QRI Swag
  2. 2nd place – $500 + QRI’s Magical Creatures “State-Space Explorer” pack + QRI Swag
  3. 3rd place – $500 + QRI’s Magical Creatures “Starter” pack + QRI Swag

Psychedelic Cryptography Contest

The Psychedelic Cryptography Contest invites artists to create unique encodings of sensory information that are only meaningful when experienced on psychedelics. The goal is to challenge participants to develop innovative methods of encoding sensory information in such a way that an encoded secret is only apparent on a NSC. The contest encourages the exploration of how sensory information can be modulated and presented in a way that reveals hidden patterns or messages when experienced under the influence of psychedelics.  

Entries will be judged based on the difficulty of the encryption method used and the clarity of the message or pattern when experienced on psychedelics.

Prizes

  1. 1st place – $3k + QRI’s Magical Creatures “Cutting-Edge” pack + QRI Swag
  2. 2nd place – $500 + QRI’s Magical Creatures “State-Space Explorer” pack + QRI Swag
  3. 3rd place – $500 + QRI’s Magical Creatures “Starter” pack + QRI Swag

Inspirational Piece Contest

The Inspirational Piece Contest seeks to highlight the powerful connection between art and consciousness research by encouraging artists to create pieces that exemplify this relationship. The focus of this contest is on originality, creativity, inspiration, impact, quality, and execution. Artworks submitted for this contest should evoke a sense of wonder and curiosity about the nature of consciousness and the vast landscape of possible experiences.

Entries will be judged based on originality, creativity, inspiration, impact, quality, and execution, with winners determined by a public poll.

Prizes

  1. 1st place – $2k + QRI’s Magical Creatures “Cutting-Edge” pack + QRI Swag
  2. 2nd place – $500 + QRI’s Magical Creatures “State-Space Explorer” pack + QRI Swag
  3. 3rd place – $500 + QRI’s Magical Creatures “Starter” pack + QRI Swag

Submission Guidelines for All Contests

  • Participants can submit their entry in the form of a video or image.
  • The submission should be original and created specifically for the contest.
  • Participants can submit up to three entries per contest.
  • Submissions will be accepted starting on March 17th 2023 and must be submitted by May 17th 2023. Winners will be announced on June 1st 2023.

We encourage artists from the psychedelic and visionary art communities to participate and explore the connection between art and consciousness research. Good luck to all participants!


QRI’s Resources for Technical and Artistic Inspiration

Harmonic Society: 8 Models of Art for a Scientific Paradigm of Aesthetic Qualia

Why it’s helpful: This article presents 8 models of art: 4 common ones, and 4 that connect it to consciousness studies. The overall frameworks of 8 models might help us arrive at methods to create innovative aesthetic qualia from first principles. We think that artists participating in any of the contests might benefit from the vocabulary introduced in these models to create innovative and meaningful pieces that explore the relationship between art and consciousness research. In particular, taking into account the energy parameter, efficient state-space exploration, annealing effects, and the vision of a meta-aesthetic all provide a unique lens for how psychedelics and art are so connected.

How to Secretly Communicate with People on LSD

Why it’s helpful: This article discusses possible methods of communication that can be understood primarily by individuals under the influence of LSD and other tracer-inducing psychoactives. This may serve as inspiration for artists to think about novel ways to encode information or create unique experiences tailored to specific states of consciousness.

Algorithmic Reduction of Psychedelic States

Why it’s helpful: This article provides a detailed analysis of how the visual effects of psychedelics might be understood and replicated using algorithmic processes. It can serve as a foundation for artists attempting to replicate the visual aspects of non-ordinary states of consciousness in their artwork, or as inspiration to propose alternative algorithmic reductions that capture effects that are currently unaccounted for.

The Hyperbolic Geometry of DMT Experiences

Why it’s helpful: This article explores the connection between the subjective effects of DMT experiences and hyperbolic geometry, various possible algorithmic reductions to explain this connection, as well as detailing the progression of an experience through the DMT levels. Artists participating in the Replication Contest may find inspiration and insights into replicating specific visual patterns and structures often encountered in DMT experiences.

Psychophysics Toolkit (article)

Why it’s helpful: The Psychophysics Toolkit and accompanying article are collections of resources and tools designed to help researchers and artists explore the intersection of perception, consciousness, and the physical world. It includes a variety of resources and interface tools that can aid artists in understanding the principles of psychophysics used to measure subjective experience and applying them to their work. This can be particularly useful for participants in all three contests, as it can provide insights into the ways that sensory information is processed during both ordinary and non-ordinary states of consciousness, and how this can be utilized in creating innovative and impactful art pieces.

Psychedelic Epistemology: Novel Epistemological Paradigms for Studying Exotic Modes of Consciousness

Why it’s helpful: This video introduces new epistemological frameworks for studying and understanding non-ordinary states of consciousness induced by psychedelic substances. By incorporating these paradigms into their creative process, artists can develop a deeper understanding of the nature of these experiences and their potential implications for human knowledge. This enhanced understanding can help artists create innovative and thought-provoking pieces that capture the essence of exotic states of consciousness.

(source: Healing Trauma with Neural Annealing)

The Pseudo-Time Arrow

Why it’s helpful: This article provides a detailed explanation of the concept of phenomenal time and how it relates to the structure of conscious experiences. Understanding this concept could help artists in the contest to better represent the perception of time in non-ordinary states of consciousness and incorporate these insights into their artwork. 

Wireheading Done Right: Stay Positive Without Going Insane

Why it’s helpful: This article explores the concept of wireheading and how it could be applied responsibly to maximize pleasure without causing psychological harm. Artists participating in the contest might find this article helpful in inspiring their work, particularly in the Inspirational Piece Contest, by envisioning a future where technology is used to enhance well-being and explore the state-space of consciousness responsibly.

Mapping State-Spaces of Consciousness: The Neroli Neighborhood

Why it’s helpful: This video explores the concept of state-space neighborhoods, where specific aspects of conscious experiences are clustered together. By understanding the structure and dynamics of these neighborhoods, artists can create pieces that more accurately represent the nuances of different non-ordinary states of consciousness, leading to a more immersive and impactful experience for the audience.

5-MeO-DMT vs. N,N-DMT: The 9 Lenses

Why it’s helpful: This article provides a comparative analysis of the experiences induced by 5-MeO-DMT and N,N-DMT. By understanding the unique characteristics of each substance’s effects, artists can draw inspiration for their artwork and more accurately replicate specific psychedelic experiences in the Replication Contest.


Acknowledgements

We would like to express our profound gratitude to the donors of the Qualia Research Institute. Your unwavering support has been invaluable in making our work possible. Your investment in our research has not only inspired a growing number of individuals to take our approach to consciousness research seriously but has also led to an expansion in our collaborations. As a result, we have seen the integration of our insights into the work of others, building upon the foundation we have established thus far.

First and foremost, we would like to extend our appreciation to Loka Vision for inspiring the contest. Their dedication to the Psychedelic/Visionary Art community, as demonstrated through their Psychedelic Replication Masterclass, has shown us the immense potential this community holds in furthering our understanding of consciousness.

Thank you Andrés Gómez Emilsson for offering technical insights that will enable artists to create life-like replications of the low-level subjective effects experienced on NSCs and incepting the idea of psychedelic cryptography as a viable field of research.

A thank you goes to Josie Kins of effectindex.com for their open-source approach to developing psychedelic art through generative AI, as well as their support of and feedback on the Replication contest and insights into the visionary/psychedelic art community.

Additional thanks to Scry, Marcin, gydravlik.ethPsyNFT, and Ferociously Amused for their invaluable feedback on the contest and their contributions to our understanding of the visionary/psychedelic art community and thank you Maggie and Anders Wassinge for your unwaivering support.

❤️💎

Magical Creatures: Explore the State-Space of Consciousness with QRI’s First Line of Scents

Hello Qualia Enthusiasts,

We are excited to announce the release of our first line of Qualia Research Institute scents, “Magical Creatures”. This line explores the complex and often puzzling interactions that exist in the state-space of olfaction, highlighting the exotic and unique qualities that can emerge in this space.

Get Magical Creatures at the QRI WebsiteSee Video


QRI’s Scent Philosophy

“Bearing your intentions in the back of your mind has all kinds of effects in navigating your practice, without you even being conscious of it. It’s a powerful thing. Intentions are extremely powerful things. Intentions create our worlds. And that’s not hyperbole.”


– Rob Burbea, in Practicing the Jhanas

Vimalakīrti then asked the bodhisattvas from the Host of Fragrances [world], “How does Accumulation of Fragrances Tathāgata explain the Dharma?”


Those bodhisattvas said, “In our land the Tathāgata* explains [the Dharma] without words. He simply uses the host of fragrances to make the gods and humans enter into the practice of the Vinaya. The bodhisattvas each sit beneath fragrant trees, smelling such wondrous fragrances, from which they attain the ‘samādhi of the repository of all virtues.’ Those who attain this samādhi all become replete in the merits of the bodhisattva.”

– Chapter X – The Buddha Accumulation Of Fragrances

[*Tathāgata is an honorable name for the Buddha of a realm.]

In his 2019 Jhana retreat lectures, Rob Burbea explains that the intention you use as your source of energy, your reserve, your approach, and your guide to meditation has an enormous influence on what unfolds and what arises during a retreat.

If you practice Jhana meditation to be more calm, or to reduce stress, or to tick a box of “having done a Jhana retreat”, or because someone really likes the teacher and recommended it to you, or as an instrumental stepping stone to then use for insight practices, or anything else that is not open to the mystery of the Jhanas and has the flexibility and responsivity to what comes up naturally out of them, then many of the deepest and most worthwhile realms of experience this practice has to offer will simply not unfold.

Similarly, approaching an ayahuasca session with the intention of healing a particular relationship, or experiencing a mystical sense about a specific spiritual tradition, or for the sake of neurogenesis, or anything else with a predetermined target, will entail that some things will not unfold.

The approach, the intentions, and the desires that fuel a particular exploration of consciousness will determine the limits of what will unfold from it. This insight is an important conceptual background to understand the exploration of consciousness we are pursuing at QRI. To truly get the most out of experiencing our scents, we want to think of it in terms of what we call the cultivation of Qualia Mastery.

Qualia Mastery consists of three core intentions that work in the background during any exploration of consciousness:

  1. It’s for the Benefit of Sentient Beings: The exploration intends to benefit all sentient beings. The explorer should not do anything damaging, which may limit future explorations. We should let our efforts be guided by compassion and sympathetic joy in addition to curiosity and creativity. And the goal should be altruistic: we are seeking solutions to the problem of suffering in all its guises, and we believe that understanding consciousness is essential for achieving this.
  2. To Develop an Intellectual Understanding: Unlike many spiritual traditions which advocate for a strictly non-intellectual understanding of consciousness, Qualia Mastery fully embraces the value, importance, and necessity of intellectual understanding. This embrace entails approaching the exploration of consciousness with epistemological optimism. Yes, with enough dedication, cleverness, and knowledge, it is possible to eff the ineffable. Or, at the very least, not trying to do so will surely make it impossible!
  3. To Experience the Mystery of Consciousness Directly: In other words, an essential aspect of Qualia Mastery involves the intention to acquire the capacity to instantiate, navigate, and utilize any and every possible state of consciousness. It is not enough to know that the 6th Jhana exists intellectually; we want to experience it ourselves! Likewise, we want to develop the ability to abide in all shades of wonder, color, taste, and so on.

With Qualia Mastery in mind, you will get much more out of exploring our scents (and any other scent you may encounter on your own!). Don’t let your preconcieved sense of what scents are (and what they are for) limit the way you approach them. They are disclosing hidden properties of consciousness! Drink and delight in experiencing the wonder of the unknown, and join us in developing an intimate and unmediated relationship with this most outstanding mystery.

Importantly, please do not think of these scents as perfumes for two reasons. First, that way of perceiving them will be limiting. It comes with a large set of cultural imports and expectations (cf. functional fixedness). Instead, these scents are qualia research tools: they are molecular compositions meant to disclose varieties of qualia and to allow you to engage in an intimate and unmediated way with the mystery of consciousness. And second, these scents are not intended as skin scents. The makeup of these scents is a mixture of common essential oils and perfume ingredients. Their relative proportions do not adhere to IFRA guidelines, which would enable us to sell them as proper perfumes intended to be used on one’s skin. Some of those regulations restrict the range of qualia accessible. Although clever perfumist tricks can, in principle, be used to deliver the same qualia while adhering closely to the guidelines. However, as a non-profit with a limited budget, this is something we have yet to invest in doing (but we may invest in the future).

See also:


Magical Creatures

What is this line of scents about? And what is the aesthetic generator behind it?

Color is the quintessential example used to illustrate the concept of qualia. The state-space of color qualia is rather simple. It consists of three orthogonal dimensions: the red-green axis, the yellow-blue axis, and the white-black axis. Every shade of color can be found as a coordinate in this three-dimensional space.

The QRI logo illustrates two of the three dimensions of color qualia.

Albeit controversial in some circles, fundamental properties of this qualia space can be understood experientially by anyone who pays close attention. For example, orange, purple, yellow-green, and green-blue are all secondary color qualia. Orange is, in some sense, both yellow-like and red-like; it isn’t a “pure” color quale. A fair number of phenomenal puzzles can be formulated with color qualia alone. But at its core, the space is simple: linear, Euclidean, and 3-dimensional.

The state-space of scent qualia, however, isn’t that simple. Depending on who you ask, scent-space might have between 30 and 300 dimensions. It is our measured assessment, however, that seeking a Euclidean space for scents is, at best premature and, at worst, fundamentally misguided. Early research in the geometry of the state-space of scent suggests it is hyperbolic. But we at QRI would suggest it is also irregular, and its topology might be far from trivial.

Here are a couple of examples of what makes us think there may be many puzzling interactions that suggest the presence of irregularities in the state-space of olfaction:

There are many examples where two scents mixed give rise to new emergent “scent gestalts” that genuinely feel like more than the sum of their parts. As elaborated in the description of Eau de Cologne Vide, there are tactile scent effects (such as the coolness of mint and the prickly spiky trigeminal stimulation of aldehydes). Some scents modify other scents called “character impact”: two scents that refuse to “blend” with each other can be merged by adding the right character impact into the mix.

Thus, we may need new interpretative lenses to make sense of the state-space of scents. We encourage, cultivate, and celebrate creative explorations of this (and other) qualia spaces that provide new insights and perspectives. This is what Magical Creatures is all about.

Magical Creatures is a line of scents emphasizing the “special effects” found in the state-space of scents. Rather than thinking of scents as mere points in a Euclidean space, we think of them as exotic creatures inhabiting a complex and irregular space with hidden interstitial gems found in unique places like triple points and unexpected phase transitions.

As an intuition pump, perhaps think of the range of powers that Pokémon have. If you’ve only ever seen waterfiregroundfighting, and grass Pokémon types, is it possible to derive from first principles that there is also such a thing as an electric type? What about psychic? And ghost? These seem like entirely new categories coming out of the blue rather than linear combinations out of a simple vector basis!

Likewise, the state-space of scents can, at times, seem more like an ecosystem of unique and exotic Magical Creatures than linear combinations of a few simple primitives. For example, if you were a perfume connoisseur but had never encountered minty scents of any sort, could you figure out from first principles that there ought to be such a thing as cooling scents? No way! Where did that come from?

Magical Creatures highlight some of the fascinating “special effects” that exist hidden in the state-space of scents. Think of it as a magical treasure trove of qualia secrets. Each of the scents we present has been carefully crafted to show a “special effect” in a clear and undeniable way:

  • Fearless: a scent designed for countering and extinguishing fear vibrations.
  • Dust Devil: a scent that showcases how scents can be mysteriously powdery.
  • Glacial Gumdrop: a scent that incorporates cooling and “gummy” qualities.
  • Frisson: A scent that can cause a subtle, strange, and rather remarkable synesthetic ASMR-like sensation.
  • Eau de Cologne Vide: a scent that explores character impact with no flavor, a celebration of emptiness.
  • Hedonium Shockwave: a scent that explores positive valence in its purest form – what would a rich scent with no negative features smell like? This is our best attempt.

Note that these are just the first six of this line of scents and that there might very well be more. We’ve come across many other rather unique effects, and in time we aim to share them.

Finally, it is worth pointing out that there are countless other ways to explore scent-space – Magical Creatures is a very generative and fun approach, but ultimately just one of many. Mapping, understanding, and utilizing the full-state space of scents is undoubtedly worthy of a lifetime of exploration. We invite you to join us in this creative pursuit and in cultivating Qualia Mastery in the olfactory domain.

See also:

[1] We are here following the well-known findings that dates back to the psychophysics work underpinning the CIELAB color space with an Euclidean metric for color difference. Admittedly this is hiding vast amounts of complexity, such as what goes on each kind of color blindness, how power spectrum distributions map onto qualia space, tetrachromatism, blue-yellow/red-green hybrids, and hypercolors. One thing at a time!


Open Fearless

Originally debuted at QRI’s Future of Consciousness Party on the 24th of June, 2022.

Fearless 3.0 is a scent optimized for expressing the reduction of common varieties of fear. Open Fearless is a slight improvement over Fearless 3.0. The term Open is intended to convey two meanings. First, it is an open-source formulation rather than a proprietary blend, drawing inspiration from the open-source cola movement (e.g. OpenCola). And second, it alludes to the concept of Open Individualism, the philosophical position about personal identity that says that we are all one universal consciousness, a single subject of experience experiencing itself through the universe (cf. The Goldilocks Zone of Oneness). Hence, Open Fearless is an open-source scent optimized for expressing the reduction of fear at the transpersonal level: not only the common animalistic variety, but it also tackles deeper forms of existential fear, such as the fear of being alone or the unpleasant suspicion that the universe is meaningless. 

The scent combines the three most friendly and soft facets of scent-space we know of: sweetness, creaminess, and coolness. In Open Fearless, these are balanced using olfactory tricks that soften the phenomenal boundary and division between facets to give rise to a coherent scent gestalt that is intended to express happiness, freshness, and a care-free state of mind. 

Open Source Formula


Dust Devil

It is not without some degree of confusion that people react when one says that a scent is “powdery”. It doesn’t help that most people don’t have much experience with the powdery scent that is used as the quintessential example of powdery: violet (unless you grew up with Parma Violets). Alas, even when someone knows what violet smells like, the fact that it also has floral, sweet, and oily facets tends to make the qualia reference somewhat ambiguous. Common powdery scents you may be familiar with are cedarwood, sandalwood, cinnamon, talc, and some kinds of pear. Their phenomenology is a neighbor of the dry facet. Still, it has an additional quality: it creates the sensation of a dusty misty layer of fine particles whose grain size will vary depending on the precise scent. In early experiments, we determined that making a very powdery effect is not as easy as simply mixing a lot of powdery notes together: they have a habit of canceling each other out, perhaps not unlike at times mixing different kinds of powders can lead to caking and viscous consolidation. 

Dust Devil combines a carefully mixed set of powdery scents that synergize with one another: violet, cedarwood, turmeric, and iso-e super. We use a dash of tangerine to give it an uplifting yet dry, citrusy spark. The result is a powerfully dusty tornado of drying and refining sensations. It’s great to create an Old West vibe characterized by tumbleweeds, whisky neat, pistol duels, droughts, and dust devils everywhere. Enjoy!


Glacial Gumdrop

Menthol can increase the threshold temperature of activation for cold receptors. In other words, it can trick neurons into thinking that the current ambient temperature is colder than it is. Now, Glacial Gumdrop does not have a single drop of menthol. It’s menthol-free! In a daring bit of self-aware and honest advertisement, we admit that this is akin to publicizing a carbonated drink sweetened with high-fructose corn syrup as sucrose-free. Yes, but! Glacial Gumdrop does not use menthol for cooling for the simple reason that in our experiments, it didn’t seem to perform as well as a cooling agent as a mixture of menthone, carvone, and wintergreen extract. The synergy we identified between these three “cooling alternatives” has desirable phenomenological properties that menthol alone does not. Since they “hit” different kinds of coolness effects, together, they pack a much bigger and more powerful punch.

Additionally, the shape of the envelope of the combination (cf. ADSR) is compatible with other aspects of the olfactory experience. Menthol tends to monopolize attention and anesthetize one’s sensitivity to other facets of scent; our proprietary blend leaves some gaps open for attention to interweave and incorporate anise, apple, and lotus nuances which for mysterious reasons make the scent “gummy” (akin to the synesthetic equivalent of munching a gummy bear, but with your olfactory bulb). What are example scents that have this “gummy bear” quality? Marigold, auranone, and some bergamots (e.g. H’ana’s) are good examples, but only Glacial Gumdrop blends this bouncy and fun gummy quality with coolness. This scent will surely surprise you and open your mind to qualia-space mysteries.


Frisson

Frisson is a scent formulation that plays with an unexpected olfactory effect we identified when exploring the space of powdery citruses (such as bergamot). When the scent facets of citrus, powdery, dry, and etheric are combined in the right proportions, the resulting gestalt can cause a subtle psychogenic shiver of a synesthetic nature: a mix of olfactory and tactile qualia with a subdermal quality reminiscent of the sound of rubbing sandpaper on wood. Some people describe it as the olfactory equivalent of ASMR and a cross between a hiss and musical frisson. This effect is achieved by combining large amounts of tangerine and bergamot, the most powdery citruses, and honeysuckle. The emergent gestalt brings about this effect like no other combination we have tried. Now the question arises: what is this good for? The answer is: for contemplating novel qualia varieties, of course!


Eau de Cologne Vide

A psychonaut once asked a DMT elf if they could tell them something they didn’t know about the state-space of scents. They were expecting some incredible download of information in the form of hyperbolic state-space representations and hyperstereoscopic synesthetic displays of qualia dynamics. Alas, nothing of the sort happened. Instead, the elf asked them: “Are you sure that scent is just one qualia variety?”. A riddle! After chewing on it for a while, they concluded that no, scent qualia seems to somehow blend and interweave at least three qualia varieties into one multifaceted experience:

  • Scents have “flavor” (ex. lemony, rosy, herbaly, woody, etc.).
  • They often have distinctly “tactile components” (ex. the literally cooling effect of mints, or the “prickly” trigeminal nerve stimulation of aldehydes).
  • Perhaps the most interesting and mysterious of all, they come with “character impact”. Namely, a distortion of spacetime, boundaries, and valence characteristics that modify whatever flavor and tactile elements one is experiencing.

Analogized to the auditory domain, we could say that “flavor” would correspond to the frequencies and rhythms one hears, such as a piano note, applause, or a child’s laugh. A “tactile component” would be akin to the haptic vibrations one feels in the body when listening to a powerful base or the prickly pinchy feeling in the ear of a screechy sound. And finally, the “character impact” would correspond to signal processing effects like reverb, echoes, spatial audio, and frequency filters. Character impact gives you a lot of control you may not know you had: with clever tricks, you can take the sound of two persons talking and, say, remove annoying high-pitch sounds, harmonize them, create the illusion of movement, or even “blend” them into a single voice with an appropriate amount of reverb. In other words, these signal processing effects allow you to “musicalize” audio which may, on its own, be of little aesthetic merit. Or in the culinary domain, Luca Turin describes “character impact” in the following way. Given tomato soup, the tomato would be the “flavor,” whereas the creaminess would be the character impact. And according to him, in fact, “the money is in making a new cream, not in finding yet another tomato”. Early in our investigations, we discovered that incompatible scents could be “blended into a single gestalt” with the clever use of character impact. Say, a mixture of alpha-pinene, citral, and vanillin tends to “flicker” between kinds of scents in a chaotic fashion (what we call “multiphasic scents”). But if you add linalool or ambroxan, they will mysteriously “blend” into a unified scent gestalt. 

Now, ambers and musks are the most common “character impact” scents, with flagship examples like ambroxan, iso e super, galaxolide, and habanolide, all of which are subtle, low in pitch, and “transparent”. The idea of creating a perfume around these isn’t new: Molecule 01 Escentric Molecules (iso e super isomer mix) and Molecule 02 Escentric Molecules (ambroxan) were a big success in the 2000s despite their niche status. By all means, they are more of a work of conceptual art than perfumery in any recognizable form.  Beyond the niche, there are also examples of mega-hit mainstream fragrances with enormous amounts of character impact relative to flavors, such as the impossibly clean CK One (hedione, iso e super, galaxolide) and the masterfully musky Le Male by JPG (galaxolide, tonalide).

Such perfumes would have you believe that character impact is always a base note; they largely play with enveloping and calming low-frequency scents. But our work at QRI has convinced us that character impact effects are also present in the heart and top notes. Hence, Eau de Cologne Vide explores fresh, electric, high-voltage character impact effects fit for a wake-me-up cologne (citruses are typically high in pitch and mostly top notes).

The name follows the age-old tradition of perfumes named after mystical concepts such as NirvanaEternity, and Truth (“If we were to discover the biomolecular signature of pleasure, its name would surely find its way into the brand of a toothpaste.” – David Pearce). Eau de Cologne Vide packs a powerful punch of such character-impact elements to decorate… “nothing”. Emptiness beautified. Therefore, the impression is of intense salience, but you are left wondering, “what was that about?”. Eau de Cologne Vide is a way of saying “much ado about nothing!”

How is this achieved? Eau de Cologne Vide combines the ethereal alcoholic reverb-ey effect of lavender (linalool), the incredible anodyne softness of rose (phenylethyl alcohol), the dry astringent effect of bergamot (terpinene), the intensely aromatic, stimulating and borderline citrusy effect of spices like thyme and dill (p-cymene), the warming, sweet and spicy, balsamic, “oriental” and “rindy” note typical of bisabol aka. “opoponax” (bisabolene, also found in oregano and cubeb), and fructone (nigh flavorless sweetness). It brings these notes into coherence with the classic aromatic fougere note of aggressive freshness of scents like Drakkar Noir (dihydromyrcenol), and a nanodose of the sour, soapy, and always reliable agrumen aldehyde light.

What does Eau de Cologne Vide smell like? Transparent, sweet, soft, dank, intense, ethereal, slightly sour, mysterious, and yet… flavorless. Eau de Cologne Vide intensifies, vivifies, enriches, and thickens the experience of other scents. But as with Buddhist Emptiness of the highest grade, it’s best experienced by itself.


Hedonium Shockwave

Hedonium is matter and energy optimized for pure bliss. It is not a shallow sense of well-being but the most profound sense of holistic well-being possible within the laws of physics. Cosmic awe, deep wellness, and rapturous joys are all human emotions and are merely low-dimensional shadows of the real deal. A Hedonium Shockwave is a hypothetical phase transition traveling near the speed of light which changes the very composition of matter and energy by turning everything it touches into Hedonium. Classical Utilitarianism, in its typical formulation, might hold the latent implication that not only would the instantiation of a Hedonium Shockwave be desirable, but we are morally obliged to bring it into existence. QRI’s ethical theories are agnostic, but Hedonium plays an important role in its memetic landscape. Namely, as a theoretical entity that embodies the essence of pure positive valence, it challenges us to consider the nature of value in and of itself and its possible “physical compilation”. 

Hedonium Shockwave is a scent developed in-house to illustrate this anticipated phase transition in consciousness. The primary “olfactory idea” of Hedonium Shockwave is the synergistic combination of violet, mint, and an accord of pear and honeysuckle. This combination expresses a powerful yet anodyne uplifting mood grounded in a qualia landscape devoid of negative elements—pure olfactory pleasure at last.

Review of Hedonium Shockwave: It is, overall, incredibly smooth. My first thought is that it feels like a combination of Metta and Mudita, which are two different Brahmavihara meditations where it’s very soft and expansive for me. It feels very golden and pink. It’s very soft, but it’s a bit sharper, then a really soft sharp. It’s like a combination of metta and cocaine. It hits you, but in a loving way. It doesn’t hold back, but it hits you in a loving way. It’s almost like being woken up. “Wake up the world is great!” “Wake up there’s something important!” but a soft, loving wake-up!

– Nick Cammarata

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.”

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

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

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

Without further ado….


Hi Scott!

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

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

(1) General Clarifications

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

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

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

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

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

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

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

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

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

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

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

(2) The Excerpt

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

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

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

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

The Buddha discussed states of extreme bliss attainable through meditation:

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

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

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

[….]

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

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

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

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

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

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

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

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

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

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

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

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

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

Finally…

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

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

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

Best of luck in your travels! 🙂

Infinite Bliss!

Ikigai

Excerpt from Awakening Your Ikigai: How the Japanese wake up to joy and purpose every day (2017) by Ken Mogi (pgs. 67-73, 79-81)

NOTE TO THE READER

The Five Pillars of Ikigai

Throughout this book, I refer to the Five Pillars of ikigai. They are:

  • Pillar 1: Starting small
  • Pillar 2: Releasing yourself
  • Pillar 3: Harmony and sustainability
  • Pillar 4: The joy of small things
  • Pillar 5: Being in the here and now

These pillars come up frequently, because each one provides the supportive framework—the very foundations—that allows ikigai to flourish. They are not mutually exclusive or exhaustive, nor do they have a particular order or hierarchy. But they are vital to our understanding of ikigai, and will provide guidance as you digest what you read in the forthcoming pages and reflect on your own life. Each time they will come back to you with a renewed and deepened sense of significance.

I hope you enjoy this journey of exploration.


CHAPTER 4: The sensory beauty of ikigai

A starry bowl in good condition, if put in an auction, would fetch millions of dollars. Of the ones that remain, the Inaba starry bowl (inaba tenmoku) is regarded as the finest of the three. It was handed down from the Tokugawa Shogunate to the house of Inaba, and would fetch tens of millions of dollars if put on the market today.

Koyata Iwasaki, the fourth president of Mitsubishi Conglomerate, and one of the richest men in modern Japan, became the owner of that particular bowl in 1934. However, considering himself unworthy of it, Iwasaki never used it at his tea ceremonies.

The Japanese certainly make a fuss of pretty bowls. After all, a bowl is just a bowl, and its function is to contain liquid.

In terms of that capacity, it is no different from any ordinary bowl in the market. And while the enthusiasm surrounding these receptacles would surely find parallels in other cultures, one feels that there is something unique in the Japanese culture that makes the passion for them quite extraordinary. Where does this kind of sensory enthusiasm come from?

In Chapter 1, we referred to this lexical hypothesis, which states that expressions for important personalty traits in life gradually and eventually come to constitute a part of everyday language, as is the case with ikigai. There is another interesting aspect of the Japanese language, worth focusing on and particularly pertinent here.

In Japanese, a dog barks wan wan, while a cat goes nya nya. In English, they go bowwow and meow respectively. Every language has its share of such onomatopoeic expressions, but it is generally considered that the Japanese language has an inordinately abundant variety of them.

They are sometimes referred to as Japanese sound symbolism, and they are often made up of the same word said twice.

For example, bura bura means a nonchalant, carefree way of walking, while teka teka describes a shiny surface. Kira kira refers to the glittering of light, whereas gira gira refers to a more intense, almost blinding source of light, such as the headlight of a motorbike at night. Ton ton refers to a light tapping sound, whereas don don refers to a heavy, thudding one. A dictionary of onomatopoeia edited by Masahiro Ono lists 4,500 instances of sound symbolism.

With the growing popularity of Japanese manga and anime, an increasing number of people around the world are interested in Japanese sound symbolism, as many of the expressions are frequently used in popular manga and anime works. However, Japanese onomatopoeia is difficult to master, partly because of the subtlety in the way it is used and partly because there is so much of it. Unlike in some cultures, the Japanese continue to use sound symbolism in their adult life, as well as in childhood. Indeed, it is not uncommon for the Japanese to use sound symbolism when discussing things in a professional context. Such a perception structure has certainly developed more in some fields of industry than others, for example, in gastronomy. You can imagine sushi chefs such as Jiro Ono and experienced fish brokers such as Hiroki Fujita using onomatopoeia in their conversation, because sound symbolism is often used to describe the texture and flavor of food. Similarly, you can be sure samurai warriors used onomatopoeia to discuss the quality of swords, from the glitter to the texture of the blade surface. Manga artists make frequent use of it, too, using words such as ton ton and don don to reflect the subtle nuances of the actions of their characters.

The fact that there is so much sound symbolism in the Japanese language implies, according to the lexical hypothesis, that there is a correlation between it and the way in which the Japanese perceive the world. The Japanese seem to distinguish between many different nuances of experience, paying attention to the plethora of sensory qualities. The proliferation of onomatopoeia reflects the importance of detailed sensory nuances in the life of the Japanese.

Such attention to detail has nurtured a culture in which craftspeople continue to receive respect in an era where waves of innovation promise to change our lives.

Japan continues to have a large number of traditional products made by craftspeople. Craftspeople, although no outspoken or flamboyant, are held in high esteem and play pivotal roles in Japanese society. Often, their lives are regarded as the embodiment of ikigai—lives devoted to creating just one thing properly, however small.

The work of craftspeople is often very labor-intensive and time-consuming. As a result, the product tends to be highly refined and of excellent quality. Japanese consumers recognize that time and effort has gone into the creation of these goods and appreciate the quality, in such diverse areas as the crafting of knives, swords, blades, ceramics, lacquerware, washi paper, and of weaving.

The ethics and work of craftspeople continue to have an impact on a wide range of economic activities. Similarly, the Japanese understanding and handling of the great variety of sensory qualities have led to correspondingly fine artisanship and manufacturing techniques.

Although Japanese companies have been losing out for many years in the field of consumer electronics, one area in which the Japanese are still preeminent is the manufacturing of intricate instruments such as medical cameras. High-end precision engineering and commitment to perfection makes Japanese medical cameras among the best in the world. Likewise, in the case of semiconductor devices, Japanese manufacturers have the advantage, the accumulation of knowhow and carefully coordinated operations being a must for efficient and high quality production.

Paying attention to the multitude of sensory experiences is necessary to execute the finely tuned operations supporting craftsmanship and high-tech manufacturing. As with craftsmanship, these cognitive capabilities are reflected in the linguistic make-up of the language. The richness of the Japanese language as regards onomatopoeia reflects such fine-tuned sensibilities.

***

As we will see in Chapter 8, in the Japanese mind, each sensory quality is equivalent to a god [emphasis mine]. The Japanese tend to believe that there is an infinite depth to the nuances displayed by the multitudes of colors in nature and artifacts, just as the story of God creating the whole universe is deep.

[…]

The Cambridge-based neuroscientist Nicholas Humphrey, who discussed the functional significance of consciousness in his book Soul Dust: The Magic of Consciousness, argues that consciousness is functionally significant because it gives us sensory pleasure—a reason to carry on with life. Humphrey takes up the extraordinary example of the ritual prisoners’ last breakfast before their execution in the United States. The prisoners have the final privilege of choosing their own personal menu. Humphrey quotes the prisoner’s last menu as posted on the Texas Department of Criminal Justice website. One inmate might select fried fish fillet, French fries, orange juice, and German chocolate cake, another might go for a plate of chicken katsu. The point is that they give considerable thought to the very last meal of their life, a testimony of the importance of the sensory pleasures we derive from our food. It can be said to be an ultimate form of being in the here and now. It is almost as though finding ikigai in a given environment could be regarded as a form of biological adaptation. You could find your ikigai in a wide range of conditions, and the key to that resilience is sensory pleasure.

In the contemporary science of consciousness, sensory qualities that accompany an experience, including those in culinary consumption, are called “qualia”. The term refers to the phenomenological properties of sensory experience: the redness of red, the fragrance of a rose, or the coolness of water are all examples of qualia. How qualia arise from the activities of neurons in the brain is the greatest unsolved mystery in neuroscience, or, indeed, in the whole of science [emphasis mine]. Nothing turns us on like a great mystery. If you put a strawberry in your mouth (it does not have to be one of the expensive perfect fruits sold at Sembikiya), you have a certain spectrum of qualia, which would presumably give you pleasure. And the pleasure is equal to the mystery of life.

Earlier, we drew our attention to the fact that there are many examples of onomatopoeia (sound symbolism) in the Japanese language. Onomatopoeia, after all, is just representation of various qualia encountered in life.

There is a deep link here. In a mysterious way, releasing oneself is linked to the discovery of the sensory pleasures. The Japanese culture, with its abundance of onomatopoeia, has cultivated this linkage, nurturing a very robust system of ikigai in its course. By relieving ourselves of the burden of the self, we can open up to the infinite universe of sensory pleasure. 


See also:


Key quote from his manifesto:

The elucidation of the origin of qualia-rich subjectivity is important not only as an activity in the natural sciences, but also as a foundation and the ultimate justification of the whole world of the liberal arts. Bridging the gap between the two cultures (C. P. Snow) is made possible only through a clear understanding of the origin of qualia and subjectivity.


Qualia symbolize the essential intellectual challenge for humanity in the future. The impact of its elucidation will not be limited to the natural sciences. The liberal arts, religion, and the very concept of what a man is will be reassessed from their very foundations.


– Ken Mogi in The Qualia Manifesto (1998)

Gaze upon the vast landscape of unexplored qualia – delight in the treasures and hidden gems waiting to be found in the state-space of consciousness.

Welcoming Steven Lehar as a QRI Lineage

by Andrés Gómez Emilsson

Who Is Steven Lehar?

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

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

Indirect Realism About Perception

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

But wait, there is more!

Analog Neural Computation Using Principles of Harmonic Resonance

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

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

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

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

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

Q: What would be the new paradigm in neuroscience? 

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

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

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

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

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

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

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

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

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

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

But wait, there is more!

Rational Psychonaut

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

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

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

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

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

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

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

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

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

Miscellaneous

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

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

How the Work of Steven Lehar Interacts with Other QRI Lineages

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

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

Acknowledgements

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

References

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Appendix A: Excerpts

The Dimensions of Conscious Experience 

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

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

The Cartesian Theatre and the Homunculus Problem 

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

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

Frozen Time

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

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

A Psycho-Aesthetic Hypothesis

Quote from The Two Worlds of Reality by Steven Lehar:

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

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

What Developmental Milestones Are You Missing?:

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

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

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

7 Recent Videos: Consciousness vs. Replicators, High Entropy Alloys of Experience, Sleep Paralysis Stories, Free-Wheeling Hallucinations, Zero Ontology, The Tyranny of the Intentional Object, And A Language for Psychedelic Experiences

[See: Previous 7-video package]

A Universal Plot – Consciousness vs. Pure Replicators: Gene Servants or Blissful Autopoietic Beings? (link)

What is the point of it all? What does it all mean?

In this talk I explain how we can meaningfully address these questions with the frame of “consciousness vs. pure replicators”. This framework allows us to re-interpret and unify all previous “scales of moral/conceptual development”. In turn, it makes solving disagreements in a principled way possible.

“Consciousness vs. Pure Replicators” is what I call “the universal plot of reality”; it is the highest level of narrative that determines what is “relevant to the plot” at any given point in time.

Whether consciousness succeeds at gaining control of its destiny and embarks on a collective journey of self-authorship, or whether we all end up being subservient cogs to a self-replicating mega-system whose one and only utility function is to self-perpetuate, is truly up in the air right now. So what can we do to support the interests of consciousness, then?

To aid consciousness we need more than good intentions (though those are still a key ingredient): I discuss how game theoretical considerations entail that in order for consciousness to succeed we will need to judiciously ally with specific replicator strategies. Being a “cooperatebot” towards anyone who claims to care about consciousness makes you liable to being resource-pumped. You need to verify that something makes sense also from the point of view of game theory; without a way to verify the ultimate values of others, coordinating with them at this level becomes extremely challenging. I suggest that a mature technology of intelligent bliss with objectively verifiable effects would be a game-changer. Once you’ve seen “it” (i.e. optimized bliss consciousness) you join everyone else in self-organizing around it.

If the world is to be taken over by something that cares about the wellbeing of consciousness, how this taking over process looks like may blindside us all. The power of “universal love” conquering all obstacles and creating a paradise for all may not be a New Age fantasy after all. Given the appropriate technology, it may turn out to be a live option…

Topics Covered: Kegan Levels of Development, Spiral Dynamics, Model of Hierarchical Complexity, Meta-Modernism, Qualia Formalism, Valence Structuralism, Pleasure Principle, Open Individualism, Universal Darwinism, Battle Between Good and Evil, Balance Between Good and Evil, Gradients of Wisdom, Consciousness vs. Pure Replicators, Wild Animal Suffering, Mistrusting DMT Entities, Super-Cooperator Cluster, Metta/Lovingkindness, State-Dependent Sexuality, Wireheading, Cooperation Technology, Game-Changing as a Strategy.

~Qualia of the Day: Kala Namak~

Further Readings:


High Entropy Alloys of Experience (link)

~Suggestion: Play a music album you like in the background while listening to this talk.~

How do we find the “gems” hidden in the state-space of consciousness?

In this talk I articulate why it is very likely that there is a huge number of undiscovered states of consciousness that are completely unique, irreducible, and wholistically “special”.

In metallurgy, a high-entropy alloy (HEA) is a mixture of five or more metals in high proportions, often giving rise to a single phase. Some HEAs have been found to have extremely desirable properties from the point of view of material science (such as being the best at both yield-strength and ultimate tensile strength at the same time). Given the huge space of possible mixtures of metals, finding these carefully balanced mixtures with unique emergent properties is both a science and an art. It calls for intelligent strategies to explore the state-space of possible alloys!

I suggest that in the realm of consciousness there are also states that would be appropriate to describe as “high entropy alloys of experience”. I go into how this framework can help us understand unique scents*. We then explore how the receptor affinity profiles of drugs, drug cocktails, and drug schedules can give rise to unique HEA-like states of mind. I then also discuss how memeplexes have various degrees of total complexity, and how this makes some more receptive to dealing with complexity in the world than others. I offer that I really appreciate the HEA-like memeplexes that get expressed in places like EAGlobal, The Science of Consciousness, and Psychedelic Science conferences. I conclude by reflecting on how a “productive mindset” or mood optimized for a specific intellectual job is likely to be HEA-like because it requires the careful balance between many different facets of the mind.

Topics you will master after seeing this talk for even just one time**: High Entropy Alloys, Bronze and Iron Age, Equiatomic Alloys, People Clusters in Parties, Scents, Sexual Orientation, Gay Fragrances, Memeplexes and Mindsets, Vibe of Groups, Energy Parameter, Frozen Food, Crystallites, Space Groups, The Science of Consciousness, EAGlobal, Psychedelic Science, Search Heuristics, DMT as “Competing Clusters of Synchrony”, Birthday Cake Flavor, Cellular Automata, Optimal Mood for Productivity.

*(HEAs: Le Male by JPG, Bleu de Chanel, Mitsouko by Guerlain. Non-HEAs: Tommy Girl by Tommy Hilfiger, Habit Rouge by Guerlain, Amazing Grace Ballet Rose by Philosophy)

**More like “topics barely touched upon”.

Further Readings:

Heterosexual males and females preferred odours from heterosexual males relative to gay males; gay males preferred odours from other gay males.

Source: Sense of smell is linked to sexual orientation, study reveals

If the goal is to avoid the formation of such phases, simply mixing together five or more elements in near-equiatomic concentrations is unlikely to be a useful approach. Even multi-component alloys that are initially single phase after solidification tend to separate into multiple metallic and intermetallic phases when annealed at intermediate temperatures.

Source: High-entropy Alloys (literature review)

Featured image source: @fractjack


6 Spooky Sleep Paralysis Stories (link)

I estimate that I have experienced between 100 and 200 sleep paralysis, many of which were lucid (meaning that I knew I was experiencing a sleep paralysis). In this video I articulate what I have learned from all of these experiences, share some particularly strange stories, and give you tips for how to get out of a sleep paralysis if you find yourself trapped in one.

Topics Covered: Hyperbolic curvature in pasta, dream music, phenomenal viscosity, DXM, imperfect sensory gating, “radio is playing” hallucinations, Dredg – Album: El Cielo · Song: Scissor Lock, taking psychedelics while dreaming, lucid dreams, dopaminergics, controlling the powerful vibrations of sleep paralysis, recursive depth, false awakenings, whimpering, noting meditation, and techniques for escaping a sleep paralysis.

~Qualia of the Day: Gigli/Campanelle Pasta~

Further Readings:

Niacinamide helps in sleep enhancement as evidenced in a 3-week study of six subjects with normal sleep patterns and two with insomnia using electroencephalograms, electromyograms, and electrooculograms to evaluate sleep patterns at baseline and after niacinamide treatment. There was a significant increase in REM sleep in all normal-sleeping subjects, but the two subjects with moderate to severe insomnia experienced significant increases in REM sleep by the third week; awake time was also significantly decreased (Robinson et al., 1977).

(source)

Free-Wheeling Hallucinations: Be the Free-Willed God of Your Inner World-Simulation (link)

Once you realize that you inhabit a world-simulation sustained by your neuronal soil it is natural to ask: why can’t I control its contents? Why can’t I make myself hallucinate whatever I want?

It can be frustrating to realize one lacks control over something that should be truly “ours” – our raw unmediated experience! We could, and perhaps should, be the rightful masters of our very own conscious experience, yet for the most part we remain powerless to explore its possible states at will.

In this video I discuss the existence of some states of consciousness in which you do own and control the contents of your experience. Think of it as acquiring an “experience editor”: an interface with your experience that enables you to modify it at will while keeping the modifications stable.

A lucid dream would be an example of a somewhat fluid and unreliable free-wheeling hallucination. The free-wheeling hallucinations I describe here are much more general, stable, reliable, intense, and hedonic than lucid dreams. More so, to spin up free-wheeling hallucinations could amount to far more than being just a fun activity. Doing so may come to be an extremely valuable tool for a new paradigm of consciousness research! All of the parameters of experience that remain outside of our control under normal circumstances can be studied (both from a first and third person point of view) while in a free-wheeling hallucination! One can conduct a sort of “qualia chemistry” and repeat experiments to get reliable accounts of the behavior of consciousness under exotic (yet controlled) circumstances. Artifacts such as the valence-symmetry correspondance can be inspected in detail. Ultimately, this paradigm may allow us to chart the state-space of consciousness in terms of “edit distances” or “sequence of symmetry breaking operations” away from “formless consciousness”.

I then go on to explain that “knowing everything about your world-simulation” does not entail that the experience will be boring. Hedonic tone can be dissociated from novelty, but we don’t even need to go that far. It suffices to point out that you can set up the parameters of your world-simulation so that it unfolds in a chaotic way, and thus is impossible to predict. Additionally, you cannot really predict what you yourself will think in the future, so the whole setup can continue to generate novelty almost indefinitely (up to one’s storage capacity/size of the state-space/heat death of the universe).

I conclude by exercising my free will.

Topics Covered: Energy Parameter, Predictive Coding, Free Energy Principle, Kolmogorov Complexity of Experience, Principia Qualia, Super Free Will, Quality Trip Reports, DXM + THC Combo, LSD + Ketamine + THC Combo, “Experience Editors”, Qualia Critters, Fire Kasina, Color Control, Qualia Chemistry, Agenthood, Coumarin, Chamomile Tea.

~Qualia of the Day: You Have to Watch the Video~

Further Readings:

Chamomile consists of several ingredients including coumarin, glycoside, herniarin, flavonoid, farnesol, nerolidol and germacranolide. Despite the presence of coumarin, as chamomile’s effect on the coagulation system has not yet been studied, it is unknown if a clinically significant drug-herb interaction exists with antiplatelet/anticoagulant drugs. However, until more information is available, it is not recommended to use these substances concurrently.

Source: Herbal medication: potential for adverse interactions with analgesic drugs

Why Does Anything Exist? Zero Ontology, Physical Information, and Pure Awareness (link)

Why is there something rather than nothing? In this video I take this question very seriously and approach it with optimism. I say (a) this is a meaningful and valid question, and (b) it has a real and satisfying answer. The overall explanation space I explore is that of David Pearce’s Zero Ontology, which postulates that the multiverse is implied by the preservation of “zero information”.

In order to understand Zero Ontology we need to do some conceptual groundwork. So I walk the listener (you, were you to accept this journey) through several concepts that make the question go from “impossible to answer” or even “meaningless” to something that at least conceivably seems possible to solve.

First, we need to sidesteps the common tropes of our habitual modes of thinking, such as expecting answers to come in the form of “causal explanations”. No matter how you look at it, whether the universe extends back forever or not, a causal explanation for the origin of the universe is logically impossible to derive. Instead, we have to think in a radically different way, which is by way of frameworks for implication rather than causation. This opens us up to the possibility that exotic modes of thinking capable of representing what is entailed by “nothing” will show in turn that “something” follows from it. This helps us make sense of Pearce’s argument: the “nothing” we are looking for is not the “common sense” view of the term, but rather a more refined post-theoretical concept that is ill-fitted to the human mind for the time being.

In particular, Pearce focuses on how “no information” may be “what nothing is”. Thus, Zero Ontology attempts to formalize the “fact of inexistence” by reconceptualizing information as “ruling out possibilities”. Based on this alternate concept we see that math, physics, and phenomenology share the common thread of being possible to “construct out of nothing”. In math, the empty set can be used to derive all of arithmetic. In physics the Standard Model is a surprisingly simple theory that can be derived from first principles by imposing the “need for symmetry”. The total energy, charge, momentum, etc. of the universe is zero! And in phenomenology, we encounter a lot of cases where apparently all of the possible flavors of a qualia variety seem to “cancel out” into “pure being” or “raw awareness”. The simplest example is how experiencing “all phenomenal colors at once” (a kind of rainbow effect, but including magenta) seems to be interchangeable with “colorless phenomenal light”.

I tie all of this together and talk about how Zero Ontology allows us to reconceptualize “God/Being” as “unconstrained reality” or “boundarylessness”. I discuss how we could perhaps even probe Zero Ontology empirically in a direct way if we were to train enough physicists, mathematicians, philosophers, computer scientists, etc. to go into high Jhana or 5-MeO-DMT states and then quantify the properties of the fundamental fields implementing these experiences.

I conclude with an analogy to Borges’ Library of Babel (or a quantum version thereof) and why we may be in it. In fact, “be it”.

David Pearce: “A theory that explains everything explains nothing”, protests the critic of Everettian QM. To which we may reply, rather tentatively: yes, precisely.

Topics Covered: The Concept of Nothing, Three Characteristics, Illusion, Limitations of the Medium of Thought, Amusing Ourselves to Death, Redefining Information, Empty Set Arithmetic, Preserved Quantities of Physics, Symmetry and Noether’s Theorem, QFT, Path Integrals, Jhanas, 5-MeO-DMT, Symmetries in Qualia, Quantum Library of Babel, Black Hole Information Paradox.

~Qualia of the Day: Thinking About Nothing~

Further Readings:


The Tyranny of the Intentional Object: Universal Addictions, Meaning Abuse, and Denied Self-Insights (link)

What is it that we truly want? Why do so many people believe that meaning is better than happiness?

In this talk I discuss what we call “the tyranny of the intentional object”, which refers to the tendency for the mind to believe that “what it wants” is semantically meaningful experiences. In reality, what we want under the surface is to avoid negative valence and achieve sustainable positive valence states of consciousness.

I explain that evolution has “hooked us” on particular sources of pleasure in such a way that this is not introspectively accessible to us. We often need specific semantic content to work as a “key” for the “lock” of high-valence states of consciousness. I explain how we are all born chronic (endogenous) opioid addicts, and how our reward architecture is so coercive that we often fail to recognize this because thinking about it makes us feel bad (and thus ironically confirming the situation we are trying to be in denial about!).

I go on to provide my current thoughts on the nature of meaning. Beyond “sense and reference” we find that “felt-sense” is actually what meaning is “made of”. But not any kind of felt-sense. I posit that the felt-senses that we describe as richly meaningful tend to have the following properties: high levels of intention, coherence of attention field lines, a “field syntax”, and a high level of “potential to affect valence”. Valence and meaning are deeply connected but are not identical: we can find corner cases of high-valence but meaningless states of mind and vice versa (though they rare).

Meaning is no less liable to be “abused” than hard drugs: we often find ourselves scratching the bottom of the barrel of our meaning-making structures when things go wrong. I advise against doing this, and instead endorse the use of equanimity when faced with the absurd and Chapman’s “Meaningness” approach: to think of meaning as a gradient rather than in black and white terms. Do take advantage of opportunities for high levels of meaning, but do not rely on them and think they are universal. Indeed “meaning abuse” is a recipe for broken hearts and misguided idealistic solutions to problems that can be easily addressed pragmatically.

Finally, I steelman the importance of “high-dimensional valence” and explain why in turn usually pursuing meaning is indeed much better than shallow pleasure.

~Qualia of the Day: Clean Air~

Further Readings:

[T]he heroin addict will do anything to get another fix: lie, cheat, steal and worse. Natural selection has stumbled on and harnessed Nature’s own version of heroin. Our endogenous opioid system ensures that biological life behaves in callous but genetically adaptive ways. […] All complex animal life is “paid” in junk: the addictive dribble of opioids in our hedonic hotspots released when we act in ways that tend to maximise the inclusive fitness of our genes in the environment of evolutionary adaptedness (EEA). The pleasure-pain axis is coercive. Barring self-deliverance, we can’t opt out. Our “reward” circuitry hardwires opioid addiction and the complex rationalisations it spawns. Human history confirms we’ll do anything to obtain more opioids to feed our habit. The mesolimbic dopamine system enables us to anticipate our next fix and act accordingly: an insidious interplay of “wanting” and “liking”. We enslave and kill billions of sentient beings from other species to gratify our cravings. We feed the corpses of our victims to our offspring. So the vicious cycle of abuse continues.

David Pearce: Quora Responses

A Language for Psychedelic Experiences: Algorithmic Reductions, Field Operators, and Dimensionality (link)

Psychedelic experiences are notoriously difficult to describe. But are they truly ineffable, or do we simply lack the words, syntax, and grammar to articulate them? Optimistically, groups who take seriously the exploration of exotic states of consciousness could create a common ground of semantic primitives to be independently verified and used as the building blocks of a language for the “psychedelic medium of thought”.

In this video I present some ideas for a possible “psychedelic language” based on QRI paradigms and recent experience reports. I go over the article “Algorithmic Reduction of Psychedelic States” and the value of breaking the psychedelic experience in terms of a minimal set of “basic effects” whose stacking and composition gives rise to the wild zoo of effects one observes. I point out that algorithmic reductions can have explanatory power even if they do not provide a clear answer about the nature of the substrate of experience. Importantly, since I wrote that article we have developed a far higher-resolution understanding of exotic states of consciousness:

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. And so much more (watch the whole video for the entire story).

I conclude by saying that a steady meditation practice can be highly synergistic with psychedelics. Metta/loving-kindness can manifest in the form of smooth, coherent, high-dimensional, and consonant regions of the world-sheet and make the experience way more manageable, wholesome, and enriching. Equanimity, concentration, and sensory clarity are all synergistic with the state, and I posit that using “high-dimensionality” as the annealing target may accelerate the development of these traits in everyday life.

Please consider donating to QRI if you want to see this line of research make waves in academia and expand the Overtone Window for the science of consciousness. Funds will allow us to carry out key scientific experiments to validate models and develop technologies to reduce suffering at scale: https://www.qualiaresearchinstitute.org/donate

~Qualia of the Day: The Phenomenal Silence of Each Field Modality~

Further Readings:


That’s it for now!

Until next time!

Infinite bliss!

– Andrés

7 Recent Videos: Rational Analysis of 5-MeO-DMT, Utility Monsters, Neroli, Phenomenal Time, Benzo Withdrawal, Scale-Specific Network Geometry, and Why DMT Feels So Real

5-MeO-DMT: A Rational Analysis at Last (link)

Topics covered: Non-Duality, Symmetry, Valence, Neural Annealing, and Topological Segmentation.

See also:


Befriending Utility Monsters: Being the Adult in the Room When Talking About the Hedonic Extremes (link)

In this episode I connect a broad variety of topics with the following common thread: “What does it mean to be the adult in the room when dealing with extremely valenced states of consciousness?” Essentially, a talk on Utility Monsters.

Concretely, what does it mean to be responsible and sensible when confronted with the fact that pain and pleasure follow a long tail distribution? When discussing ultra-painful or ultra-blissful experiences one needs to take off the glasses we use to reason about “room temperature consciousness” and put on glasses that actually take these states with the seriousness they deserve.

Topics discussed include: The partial 5HT3 antagonism of ginger juice, kidney stones from vitamin C supplementation, 2C-E nausea, phenibut withdrawal, akathisia as a remarkably common side effect of psychiatric medication (neuroleptics, benzos, and SSRIs), negative 5-MeO-DMT trips, the book “LSD and the Mind of the Universe”, turbulence and laminar flow in the “energy body”, being a “mom” at a festival, and more.

Further readings on these topics:


Mapping State-Spaces of Consciousness: The Neroli Neighborhood (link)

What would it be like to have a scent-based medium of thought, with grammar, generative syntax, clauses, subordinate clauses, field geometry, and intentionality? How do we go about exploring the full state-space of scents (or any other qualia variety)?

Topics Covered in this Video: The State-space of Consciousness, Mapping State-Spaces, David Pearce at Oxford, Qualia Enrichment Kits, Character Impact vs. Flavors, Linalool Variants, Clusters of Neroli Scents, Neroli in Perfumes, Neroli vs. Orange Blossom vs. Petigrain vs. Orange/Mandarin/Lemon/Lime, High-Entropy Alloys of Scent, Musks as Reverb and Brown Noise, “Neroli Reconstructions” (synthetic), Semi-synthetic Mixtures, Winner-Takes-All Dynamics in Qualia Spaces, Multi-Phasic Scents, and Non-Euclidean State-Spaces.

Neroli Reconstruction Example:

4 – Linalool
3 – Linalyl Acetate
3 – Valencene
3 – Beta Pinene
2 – Nerolione
2 – Nerolidol
2 – Geraniol Coeur
2 – Hedione
2 – Farnesene
1 – D-Limonene
1 – Nerol
1 – Ambercore
1 – Linalool Oxyde
70 – Ethanol

Further readings:


What is Time? Explaining Time-Loops, Moments of Eternity, Time Branching, Time Reversal, and More… (link)

What is (phenomenal) time?

The feeling of time passing is not the same as physical time.

Albert Einstein discovered that “Newtonian time” was a special case of physical time, since gravity, relativity, and the constancy of the speed of light entails that space, time, mass, and gravity are intimately connected. He, in a sense, discovered a generalization of our common-sense notion of physical time; a generalization which accounts for the effects of moving and accelerating frames of reference on the relative passage of time between observers. Physical time, it turns out, could manifest in many more (exotic) ways than was previously thought.

Likewise, we find that our everyday phenomenal time (i.e. the feeling of time passing) is a special case of a far more general set of possible time-like qualities of experience. In particular, in this video I discuss “exotic phenomenal time” experiences, which include oddities such as time-loops, moments of eternity, time branching, and time reversal. I then go on to explain these exotic phenomenal time experiences with a model we call the “pseudo-time arrow”, which involves implicit causality in the network of sensations we experience on each “moment of experience”. Thus we realize that phenomenal time is an incredibly general property! It turns out that we haven’t even scratched the surface of what’s possible here… it’s about time we do so.

Further readings on this topic:


Benzos: Why the Withdrawal is Worse than the High is Good (+ Flumazenil/NAD+ Anti-Tolerance Action) (link)

Most people have low-resolution models of how drug tolerance works. Folk theories that “what goes up must come down” and theories in the medical establishment about how you can “stabilize a patient on a dose” and expect optimal effects long term get in the way of actually looking at how tolerance works.

In this video I explain why benzo withdrawal is far worse than the high they give you is good.

Core arguments presented:

  1. Benzos can treat anxiety, insomnia, palpitations, seizures, hallucinations, etc. If you use them to treat one of these symptoms, the rebound will nonetheless involve all of them.
  2. Kindling – How long-term use leads to neural annealing of the “withdrawal neural patterns”.
  3. Amnesia effects prevent you from remembering the good parts/only remembering the bad parts.
  4. Neurotoxicity from long-term benzo use makes it harder for your brain to heal.
  5. Arousal as a multiplier of consciousness: on benzos the “high” is low arousal and the withdrawal is high arousal (compared to stimulants where you at least will “sleep through the withdrawal”).
  6. Tolerance still builds up even when you don’t have a “psychoactive dose” in your body – meaning that the extremely long half-life of clonazepam and diazepam and their metabolites (50h+) entails that you still develop long-term tolerance even with weekly or biweekly use!

I then go into how the (empirically false) common-sense view of drug tolerance is delaying promising research avenues, such as “anti-tolerance drugs” (see links below). In particular, NAD+ IV and Flumazenil seem to have large effect sizes for treating benzo withdrawals. I AM NOT CONFIDENT THAT THEY WORK, but I think it is silly to not look into them with our best science at this point. Clinical trials for NAD+ IV therapy for drug withdrawal are underway, and the research to date on flumazenil seems extremely promising. Please let me know if you have any experience using either of these two tools and whether you had success with them or not.

Note: These treatments may also generalize to other GABAergic drugs like gabapentin, alcohol, and phenibut (which also have horrible withdrawals, but are far shorter than benzo withdrawal).

Further readings:

Epileptic patients who have become tolerant to the anti-seizure effects of the benzodiazepine clonazepam became seizure-free for several days after treatment with 1.5 mg of flumazenil.[14] Similarly, patients who were dependent on high doses of benzodiazepines […] were able to be stabilised on a low dose of clonazepam after 7–8 days of treatment with flumazenil.[15]”

Flumazenil has been tested against placebo in benzo-dependent subjects. Results showed that typical benzodiazepine withdrawal effects were reversed with few to no symptoms.[16] Flumazenil was also shown to produce significantly fewer withdrawal symptoms than saline in a randomized, placebo-controlled study with benzodiazepine-dependent subjects. Additionally, relapse rates were much lower during subsequent follow-up.[17]

Source: Flumazenil: Treatment for benzodiazepine dependence & tolerance

Scale-Specific Network Geometry (link)

Is it possible for the “natural growth” of a pandemic to be slower than exponential no matter where it starts? What are ways in which we can leverage the graphical properties of the “contact network” of humanity in order to control contagious diseases? In this video I offer a novel way of analyzing and designing networks that may allow us to easily prevent the exponential growth of future pandemics.

Topics covered: The difference between the aesthetic of pure math vs. applied statistics when it comes to making sense of graphs. Applications of graph analysis. Identifying people with a high centrality in social networks. Klout scores. Graphlets. Kinds of graphs: geometric, small world, scale-free, empirical (galactic core + “whiskers”). Pandemics being difficult to control due to exponential growth. Using a sort of “pandemic Klout score” to prioritize who to quarantine, who to vaccinate first. The network properties that made the plague spread so slowly in the Middle Ages. Toroidal planets as having linear pandemic growth after a certain threshold number of infections. Non-integer graph dimensionality. Dimensional chokes. And… kitchen sponges.

Readings either referenced in the video or useful to learn more about this topic:

Leskovec’s paper (the last link above):

Main Empirical Findings: Our results suggest a rather detailed and somewhat counterintuitive picture of the community structure in large networks. Several qualitative properties of community structure are nearly universal:

• Up to a size scale, which empirically is roughly 100 nodes, there not only exist well-separated communities, but also the slope of the network community profile plot is generally sloping downward. (See Fig. 1(a).) This latter point suggests, and empirically we often observe, that smaller communities can be combined into meaningful larger communities.

• At size scale of 100 nodes, we often observe the global minimum of the network community profile plot. (Although these are the “best” communities in the entire graph, they are usually connected to the remainder of the network by just a single edge.)

• Above the size scale of roughly 100 nodes, the network community profile plot gradually increases, and thus there is a nearly inverse relationship between community size and community quality. This upward slope suggests, and empirically we often observe, that as a function of increasing size, the best possible communities as they grow become more and more “blended into” the remainder of the network.

We have also examined in detail the structure of our social and information networks. We have observed that an ‘jellyfish’ or ‘octopus’ model [33, 7] provides a rough first approximation to structure of many of the networks we have examined.

Ps. Forgot to explain the sponge’s relevance: the scale-specific network geometry of a sponge is roughly hyperbolic at a small scale. Then the material is cubic at medium scale. And at the scale where you look at it as flat (being a sheet with finite thickness) it is two dimensional.


Why Does DMT Feel So Real? Multi-modal Coherence, High Temperature Parameter, Tactile Hallucinations (link)

Why does DMT feel so “real”? Why does it feel like you experience genuine mind-independent realities on DMT?

In this video I explain that we all implicitly rely on a model of which signals are trustworthy and which ones are not. In particular, in order to avoid losing one’s mind during an intense exotic experience (such as those catalyzed by psychedelics, dissociatives, or meditation) one needs to (a) know that you are altered, (b) have a good model of what that alteration entails, and (c) that the alteration is not strong enough that it breaks down either (a) or (b). So drugs that make you forget you are under the influence, or that you don’t know how to model (or have a mistaken model of) can deeply disrupt your “web of trusted beliefs”.

I argue that one cannot really import the models that one learned from other psychedelics about “what psychedelics do” to DMT; DMT alters you in a far broader way. For example, most people on LSD may mistrust what they see, but they will not mistrust what they touch (touch stays a “trusted signal” on LSD). But on DMT you can experience tactile hallucinations that are coherent with one’s visions! “Crossing the veil” on DMT is not a visual experience: it’s a multi-modal experience, like entering a cave hiding behind a waterfall.

Some of the signals that DMT messes with that often convince people that what they experienced was mind-independent include:

  1. Hyperbolic geometry and mathematical complexity; experiencing “impossible objects”.
  2. Incredibly high-resolution multi-modal integration: hallucinations are “coherent” across senses.
  3. Philosophical qualia enhancement: it alters not only your senses and emotions, but also “the way you organize models of reality”.
  4. More “energized” experiences feel inherently more real, and DMT can increase the energy parameter to an extreme degree.
  5. Highly valenced experiences also feel more real – the bliss and the horror are interpreted as “belonging to the vibe of a reality” rather than being just a property of your experience.
  6. DMT can give you powerful hallucinations in every modality: not only visual hallucinations, but also tactile, auditory, scent, taste, and proprioception.
  7. Novel and exotic feelings of “electromagnetism”.
  8. Sense of “wisdom”.
  9. Knowledge of your feelings: the entities know more about you than you yourself know about yourself.

With all of these signals being liable to chaotic alterations on DMT it makes sense that even very bright and rational people may experience a “shift” in their beliefs about reality. The trusted signals will have altered their consilience point. And since each point of consilience between trusted signals entails a worldview, people who believe in the independent reality of the realms disclosed by DMT share trust in some signals most people don’t even know exist. We can expect some pushback for this analysis by people who trust any of the signals altered by DMT listed above. Which is fine! But… if we want to create a rational Super-Shulgin Academy to really make some serious progress in mapping-out the state-space of consciousness, we will need to prevent epistemological mishaps. I.e. We have to model insanity so that we ourselves can stay sane.

[Skip to 4:20 if you don’t care about the scent of rose – the Qualia of the Day today]

Further readings:

“The most common descriptive labels for the entity were being, guide, spirit, alien, and helper. […] Most respondents endorsed that the entity had the attributes of being conscious, intelligent, and benevolent, existed in some real but different dimension of reality, and continued to exist after the encounter.”

Source: Survey of entity encounter experiences occasioned by inhaled N,N-dimethyltryptamine: Phenomenology, interpretation, and enduring effects

That’s it for now!

Please feel free to suggest topics for future videos!

Infinite bliss!

– Andrés