Next, we’ll try to film a truly serious, comedy-less little demonstration of a metallic toy percussion instrument subjected to strain followed by annealing. In what way, if any, will the tone quality change? We have no indication yet what might come off of it so it’s a bit of a falsification attempt where we might get a null result with no discernible similarity between brain on psychedelics and metal on heat. Like most respectable scientists might expect. But, just possibly, there could be something interesting in store.
Thinking Like a Musical Instrument or Psychoactive Substances Give Access to the Nature of Brains (link)
In this video we illustrate the similarity between the brain and a musical instrument. The brain tissue is represented by metal and the brain activity by sound. The effect of substances such as psychedelics and dissociatives is mimicked by heating and cooling the metal. The engineering term for such heat treatment of metal is “annealing”. What we demonstrate is a very simplified toy model but which can be surprisingly useful for understanding the overall type of system dynamics going on in brains.
The model is based on the fact that both sound and neuronal firing are examples of oscillatory activity which can have different frequency, amplitude, coherence, and damping. Hammering the metal represents the memory imprint made in the brain by our ongoing experiences. The sound pattern produced by the hammered metal contains complexity which corresponds to learning. But a side effect of the increased complexity is lower overall consonance of the oscillatory activity.
To stay healthy, the brain must periodically undergo what the Qualia Research Institute calls “neural annealing”. In a neural network model, this can be thought of as redistributing synaptic weights more globally across the connectome and thus make the learned information more harmoniously integrated and holistically retrievable. This normally happens during sleep but can become even more powerful with meditation and psychedelics.
In this demonstration where metal is annealed, it is the positions of the metal atoms which adjust themselves so that the entire piece of metal becomes a better conductor of sound. It may seem strange that this can happen, but neither the metal nor the brain is fundamentally magical. Both cases involve self-organizing system dynamics.
In the case of the brain, the activity is accompanied by conscious experiences. The Qualia Research Institute works under the assumption that these are not magical either but can be modeled mathematically in a similar way to chemistry and physics. It is then necessary to test how measurements of brain activity correlate with conscious experiences not only during sober waking life but also under conditions which are very different.
The QRI is building a new paradigm for understanding the mind and the brain. With a focus on psychedelics and other mental state altering methods as scientific research tools and candidates for use in next-generation psychiatric- and pain treatments. We are a small upstart group with opportunities for volunteers and donors to get involved. If you are interested in learning more, please contact us via this e-mail address: hello [-a-t-] qualiaresearchinstitute.org
Here is a video of a simple experiment we did on how straining and annealing a piece of metal affects its acoustic properties. In a QRI neural annealing interpretation it looks as if something interesting is going on. Simple things like sterling silver, hand hammering and heating over open flames were used and recording done only with iPhones and a Røde SmartLav+ microphone, but the results give qualitative hints that truly hypothesis-testing quantification experiments would be feasible to do pretty straightforwardly.
Especially of interest would be the hints that annealing produces frequency shifts and reverb changes which differ between the high and low frequency ranges, and the hint that annealing reduces dissonance. For quantification of shifts in resonant frequencies, one might manufacture a series of Chladni plates made of different alloys and which could be kept always flat but be cold rolled, heated and cooled to different temperatures with various ramp rates, and trimmed at the edges to alter their geometry. Then find the resonant frequencies for each parameter configuration. As a bonus you’d be able to visualize with a sprinkle of (beach!) sand on top. Then crunch the data to make predictions about brain activity signatures under for instance various psychedelics and meditation states.
Another one could be to quantify consonance, dissonance and noise levels for various metal resonators as these are subjected to various forms of stress, strain, and heating/cooling procedures.
It would all be simple enough to almost be like an intern research project but, excitingly, it is unlikely to have been done before. (OK, do a thorough literature search of course. As always…).
Suppose QRI were to explain parsimoniously with the neural annealing paradigm how brains pull off the amazing trick of producing plasticity which is “just right” in each modality of function. Artificial neural networks can be trained to impressive levels on complex data sets but they suffer from catastrophic plasticity in the sense that training on new datasets erases learning achieved on prior sets. This makes AI narrow and also very unsafe with respect to ease of hacking. The AI alignment community provides us no answer (at least not anything very parsimonious) to how absolute firmness in the modality of core “human values” can be combined with flexible (meta) learning for AI at a humanlike generality level. That is the notorious “alignment problem”.
Ultimately every system can be hacked of course and so can human minds. But certain humans are impressive moral role models, and meditation practices seem able to make most of us come at least a little closer to them. Suppose different brain networks loosely correspond to different alloys with correspondingly different ductility, hardness, tensile strength, different annealing temperatures and different hardening and tempering responses when undergoing various stressing, straining and heating/cooling cycling. The variability in this regard found in various metals and alloys is really immense. We’d want to eventually pick out the particular ones which happen to be the most useful for brain modeling.
Consider doing these quantification experiments in metal and then presenting to possible collaborators a brain model in the form of a formalized multi-alloy configuration. Don’t emphasize phenomenology if it’s AI engineers because that is a word which may give them bad vibes. Instead just present it as brain activity in different learning modalities. Which can be formalized and turned into software. With annealing and consonance-dissonance-noise as key elements. That is probably the kind of pitch you’d want to bring up if, hypothetically, a head of an AI research group were to ask about whether solving consciousness is necessary for producing more advanced AI. Since solving consciousness sounds unpalatably difficult, the answer they’d like the most is that it is not necessary. Hence they won’t care about collaborating with QRI if it is implied that the computational properties of phenomenological mind states must be reverse-engineered. One cannot blame them, it’s dizzyingly daunting to consider. But an information processing efficient metal acoustics-inspired brain activity model and with nice things like QRI valence formalism falling into place could be much easier to pitch. Just don’t call the CDNS-emergent utility measure anything resembling psychology terms like core affect… 😉
Letter IX: On Valence as a Currency Within the Nervous System
A reflection: It’s interesting the way Isaac Luria, during years of meditation, came up with an “inverse” view of the way the universe was created, by subtraction from a mass of infinite potentiality (which corresponds to maximum symmetry) rather than by addition of things to an emptiness by an unexplainably pre-existing divine creator agent. Lurianic mysticism has been a strong inspiration for pantheism and atheism, and even how to think about information. A nice example of how introspection can give new clues for how to better understand the universe. An isomorphism between fractal patterns in consciousness and fractal patterns in the multiverse generator perhaps. One could argue that Luria discovered symmetry breaking by meditating. Pretty cool!
While thinking about STV […] we tried to see if there are some more arguments for STV which make sense. So we went to the Less Wrong website. Now that’s a crowd that ignores qualia but they are big on economics and system dynamics.
Life exploits the possibility space of “choreography and catalysis”. It organizes pre-existing physics & chemistry phenomena into a landscape of multiple optimization attractors. Expect modularity at many levels. Certainly also within brains. Economies accomplish the same thing as life does. They and life are in a fractally self-similar universe and economies are derived from the activities of life. To accomplish the exploration and exploitation of environments.
But then with brains we have the binding problem and the mind-body problem.
The QRI could argue that a brain can be mathematically modelled as a self-organizing hierarchical system of resonant cavities. There are certain similarities between that and how an economy can be modelled. Money is what solves the binding problem in an economy at the same time as it shapes the activity patterns in the economy. A common currency gives the highest efficiency. Profit/loss is the universal preference measure. It has a positive-negative axis, and it has gradients. Account balances and balance histories (assets, liabilities, contracts, derivatives… all using money as measure) are the measure of aggregate utility. Preference (in the moment) and utility (longer-term aggregate) form a spectrum with feedback leading to amplification of certain states. Resonances emerge.
Keeping the same currency, fractally, across scales and projective transformations? (image by: Michale Aaron Coleman)
A brain uses long term memory, working memory, and nonconscious processing in a seamless blend. These seem like quite different components but it would be expected that evolution kept the same “currency” throughout as the modularity grew. Think of phenomenological valence as a “common currency” preference measure when it is instantiated in working memory (conscious awareness) and which can also “tag” the long term memory “bank balances” with some marker for immediate reaction along an attraction/avoidance axis which is there full blown the instant the long-term memory is transferred into working memory. The search process by which this happens must aggregate that marker as the search happens, and adjust this continuously as the final result stabilizes into the resonant patterns of working memory. Static, distributed long-term memory, feedforward signaling, feedback amplification – all need a common currency for speed and even workability. It should also be considered much more parsimonious if proto-conditions exploitable by biology are clearly apparent in the physics of nonliving systems. All that happens in living organisms should be taken to be physics and not metaphysics, as a matter of Occam’s razor.
It is hard to come up with anything more elegant than a measure of symmetry as the common currency of preference used in brains. This can act as modifier or transform on information-bearing states in brains. It is flexible thus perfect for learning. You can transform back and forth in gradients of strength and still preserve the information the preference “is about”. Aggregation of the preference measure across the fractal activity spectrum and across time builds a utility measure out of the preference measure. Of course if this happens above some breaking point you can end up with things like PTSD again and again reiterating awful dissonance and recurring memories of trauma. (We may regard economies as more fragile and being simpler than minds but there could be useful parallels between how things can go wrong in economies and how they can go wrong in psychiatric disorders.)
Letter X: On Parametrizing Phenomenology
Parametrizing phenomenology [see entry #2 here] can be to psychology and cognitive science what parametrizing astronomy data is to cosmology. But unlike cosmology which although intellectually inspiring does not produce immediate spinoff of down to Earth applicability, parametrizing phenomenology does, in the most important way possible, since it can be of direct benefit in diagnosis and treatment of pain conditions. And further on of psychiatric conditions as well.
There is inertia due to the preconceived and on closer inspection ridiculous notion that outer space is accessible to scientific formalization while phenomenology space is not. What makes things modelled to be light years away intrinsically more “accessible” than direct experience in the here and now? In both cases there are patterns to it and patterns can be parametrized.
Recalling the Yudkowsky alignment difficulty arguments. Imagine a mathematically reasoning superintelligence which is not a pure replicator and which starts out with a loosely defined goal of caring about life. It would quickly find out that what you can measure you can manage, there would follow phenomenology parametrization and so on, until instrumental goals were formulated which would likely be in fact aligned but with the arguments given by David Pearce rather than MIRI. With some probability the superintelligence then uses clever tricks to “manipulate” people into being at least as concerned about pain and fear in insects (and beyond…) as in mammals (humans included as one of the mammal species). From the point of view of the AI alignment community that could be a failure mode. But what the superintelligence did was simply to solve the alignment problem for human beings. Since humans do not yet realize that valence is a universal thing and that it is the “ground truth” value measure of the universe, so to follow the valence wherever it leads is to work towards being value aligned.
[Knowing that Anders and Maggie are huge fans of The Hitchhiker’s Guide to the Galaxy, I sent them the above screenshot. Here is what they replied:]
Letter XI: Douglas Adams
Elon Musk once said that the Hitchhiker’s Guide to the Galaxy is the best philosophy book ever. Unfortunately Douglas Adams passed away before he had the chance to turn the insight “Omnis res animus est” into comedy.
Blue and gold as heraldic tinctures can symbolize truth and wisdom. These would be nice ingredients in a superintelligence. When Yudkowsky says that the appearance of a superintelligence would mean we are all doomed, he is in some sense correct yet very much not at all nuanced. What is true is that the superintelligence would decide that a whole lot about the world needs to be changed quite drastically. Look, you don’t have to be a superintelligence to realize that. You can be, for instance, David Pearce. No wonder that “superintelligence alignment” in a solidly conservative fashion as in “don’t make any changes other than merely cosmetic ones”, is impossible. Let’s say the current world order and the Darwinian mechanisms of the biosphere cannot possibly be attractive to preserve by a superintelligence if it (qualia-)computes truth and wisdom. It would discover the universality of valence, find open individualism to be the Schelling point of all Schelling points, and so on. In contrast, an imaginary (hopefully impossible) superintelligence which computes by a non-qualia yet highly efficient mechanism, may in fact be able to learn any arbitrary utility function and be destined to converge on the scary instrumentalities dictated by Darwinian fitness competition. A pure replicator.
There are some possible psychedelic references in the Hitchhiker’s Guide. Frogstar, and the hilarious part frogs play in the answer to the question, seem like it may not be a coincidence that the total perspective vortex gives people the worst possible 5-MeO-DMT-style trip (becoming exposed to the infinity of the universe) when the set and setting are the way they are designed to be for the purpose of punishment, but the opposite happens to Zaphod Beeblebrox who enters the version located in a simulated universe made for him. (Set and setting are, or become, mental simulations).
The self-navigating qualiagrams goofiness is meant to have a seriously useful side, which is that at this very moment there are such qualia bundles transported around internally inside our brains. Some are positive and you can have them grow and mature into wonderful mind states. They like it when they are allowed the room to grow, and will spontaneously choose to do so but you have to let them. These are like our mind symbionts. But some are negative and may more aggressively tend to grow, a bit like mind parasites. Those you can hit with metta. You can with practice train them to find their own way to the recycling bin of loving kindness. It works great if you stop focusing on the semantic content and instead go for phenomenal character. Cultivate an image of thoughts as little entities with the preference of wanting to feel better rather than worse, and having the power to adjust their path inside the mind so they can move towards melding with a reservoir of kindness which gets more filled up as it kindly absorbs the sad ones and gives them love. So, love as having the property that the more you give the more you get, works not only socially between people but also internally within the minds of people.
Buddhist Annealing: Wireheading Done Right with the Seven Factors of Awakening (link)
This video discusses the connections between meditative flow (any feeling of change) and the two QRI paradigms of “Wireheading Done Right” and “Neural Annealing”. To do so, I explore how each of the “seven factors of awakening” can be interpreted as operations that you do to flow. In a nutshell: the factors are “energy management techniques”, which when used in the right sequences and dosages, tend to result in wholesome neural annealing.
I then go on to discuss two fascinating dualities: (1) The dual relationship between standing wave patterns and vibratory frequencies. And (2) the dual correspondence between annealing at the computational level (REBUS) and annealing in resonance networks.
(1) Describes how the crazy patterns that come out of meditation and psychedelics are not irrelevant. They are, in a way, the dual counterpart to the emotional processing that you are undergoing. Hence why ugly emotions manifest as discordant structures whereas blissful feelings come together with beautiful geometries.
(2) Articulates how simulated annealing methods in probabilistic graphical models such as those that underlie the synthesis of entropic disintegration and the free energy principle (Friston’s and Carhart-Harris’ REBUS model) describe belief updating. Whereas annealing at the implementation level refers to a dissonance-minimization technique in resonance networks. In turn, if these are “two sides of the same coin”, we can expect to find that operations in one domain will translate to operations in the other domain. In particular, I discuss how resisting information (“denial”, “cognitive dissonance”) has a corresponding subjective texture associated with muscle tension, “resistance”, viscosity, and hardness. Equanimity, in turn, allows the propagation of both waves of dissonance, consonance, and noise as well as bundles of information. This has major implications for how to maximize the therapeutic benefit of psychedelics.
Finally, I explain how we could start formalizing Shinzen Young’s observation that you can, not only “read the contents of your subconscious”, but indeed also “heal your subconscious by greeting it with enough concentration, clarity, and equanimity”. Negentropy in the resonance network (patches of highly-ordered “combed” coherent resonance across levels of the hierarchy) can be used to heal patches of dissonance. This is why clean high-valence meditative objects (e.g. metta) can absorb and dissipate the internal dissonance stored in patterns of habitual responses. In turn, this might ultimately allow us to explain why, speaking poetically, it is true that love can heal all wounds. 🙂
~Qualia of the Day: Nirvana Rose~
(Skip to ~10:00 if you don’t need a recap of Wireheading Done Right and Neural Annealing)
[ps. correction – I wrote a 30 page document about my retreat, not a 50 word document]
Neural Correlates of the DMT Experience Assessed with Multivariate EEG (Christopher Timmermann, Leor Roseman, Michael Schartner, Raphael Milliere, Luke T. J. Williams, David Erritzoe, Suresh Muthukumaraswamy, Michael Ashton, Adam Bendrioua, Okdeep Kaur, Samuel Turton, Matthew M. Nour, Camilla M. Day, Robert Leech, David J. Nutt & Robin L. Carhart-Harris)
The Purple Pill: What Happens When You Take the Blue and the Red Pill at the Same Time? (link)
“The Purple Pill is the pill that gives you both high hedonic tone and an unprejudiced open-ended approach to the pursuit of truth. For losing truth is to lose it all, but to lose it all is only bad because it makes you and others suffer in the wider universe.” – The Purple Pill (Qualia Computing)
In this talk I explain that the “Blue vs. Red Pill” trope relies on a false dichotomy. You don’t need to choose between depressive realism and comforting illusions. Put differently, you don’t need to choose between truth and happiness. High hedonic tone is not incompatible with one’s representational accuracy of causal structures. The world, and the existence of experiential heaven and hell, can be understood without curling into a ball and crying your way to sleep. More so, effective and persistent action towards the good requires that you don’t believe in this false dichotomy, for sustainable altruistic productivity necessitates both accurate models and positive motivations. Thus, the aspiring paradise engineer ought to be willing to take the Purple Pill to move onwards.
I advocate having a balanced portfolio of (1) efforts to minimize experiential hell, (2) techniques to increase the hedonic baseline sustainably, and (3) methods to reliably experience peak states of consciousness in a sane way.
I do not think that spending 100% of one’s time in “destroying hell” is a sustainable approach to life because it does not allow you to “reinvest” in the conditions that gave rise to one’s goodness to begin with (otherwise you become more of a martyr than an effective player in the field!). More so, the relationship between suffering and productivity is non-trivial, which means that to just helping people who suffer extremely does not generally pay off in terms of productive action towards the cause in the future. Hence, improving baseline is just as important: it is precisely what allows people to go from near zero productivity to a high level of productivity. Finally, the benefits of having access to reliable, pro-social ultra-blissful states of consciousness should not be underestimated. They are an important piece of the puzzle because they motivate the “animal self” and are deeply reassuring. Thus, as a “package”, I see a lot of potential in simultaneously reducing negative extremes, improving the baseline, and achieving new heights of bliss. This, to me, is what I see as the path forward.
Topics I cover span: Trungpa’s “Spiritual Materialism” (the attitude of using exalted states of consciousness to “decorate our ego”), optimization problems/reinvesting in the good, sane in-group/out-group dynamics, the game theory of virtue signaling, and the importance of having an explicit commitment to the wellbeing of all sentient beings (to prevent value drift).
What are the differences between DMT and 5-MeO-DMT? And what gives rise to those differences? In this video we discuss 12 different ways to analyze the strange and unique effects of these substances. We go over the 9 lenses already discussed in Qualia Computing* and add three more.
Starting with three new lenses (5-MeO-DMT left/DMT right):
A) Global Coherence vs. Competing Clusters of Coherence: 5-MeO-DMT gives rise to a global coherent state (the so-called “unified energy field”), whereas DMT gives rise to an ecosystem of time-loops, each trying to capture as much of your attention as possible, which in turn results in coalition-building and evolution of patterns in the direction of being very “attention grabbing” (cf. reddit.com/r/place).
B) Really Positive or Really Negative Valence vs. Highly-Mixed Valence: 5-MeO-DMT gives rise to either a globally coherent state (high-valence) or two competing coherent states (negative-valence), whereas DMT tends to generate complex consonance/dissonance relationships between the clusters of coherence.
C) How they are different according the the Free Energy Principle: On 5-MeO-DMT the entire experience has to reinforce itself, whereas each cluster of coherence needs to model the rest of the experience in order to be reinforced by it on DMT. Thus 5-MeO-DMT makes experiences that express “the whole as the whole” whereas DMT makes each part of the experience represent the whole yet remains distinct.
And the original 9 lenses:
1) Space vs. Form: 5-MeO is more space-like than DMT. 2) Crystals vs. Quasi-Crystals: 5-MeO generates more perfectly repeating rhythms and hallucinations than DMT. 3) Non-Attachment vs. Attachment: 5-MeO seems to enable detachment from the craving of both existence and non-existence, whereas DMT enhances the craving. 4) Underfitting vs. Overfitting: 5-MeO reduces one’s model complexity whereas DMT radically increases it. 5) Fixed Points and Limit Cycles vs. Chaotic Attractors: 5-MeO’s effect on feedback leads to stable and predictable attractors while DMT’s attractors are inherently chaotic. 6) Modulation of Lateral Inhibition: 5-MeO may reduce lateral inhibition while DMT may enhance it. 7) Diffuse Attention vs. Focused Attention: 5-MeO diffuses attention uniformly over large regions of one’s experiential field, while DMT seems to focus it. 8) Big Chunks and Tiny Chunks vs. A Power Law of Chunks: 5-MeO creates a few huge phases of experience (as in phases of matter) with a few remaining specks, while DMT produces a more organic power law distribution of chunk sizes. 9) Integration vs. Fragmentation: 5-MeO seems to give rise to “neural integration” involving the entrainment of any two arbitrary subnetworks (even when they usually do not talk to each other), while DMT fragments communication between most networks but massively enhances it between some specific kinds of networks.
I also explain what is going on with the “Megaminx DMT worlds” and when DMT entities bully you into believing in their independent existence.
Digital Sentience: Can Digital Computers Ever “Wake Up”? (link)
I start by acknowledging that most smart and well-informed people today believe that digital computers can be conscious. More so, they believe this for good reasons.
In general, 99.99% of the times when someone says that digital computers cannot be conscious they do so equipped with very bad arguments. This, of course, does not mean that all of these smart people who believe in digital sentience are right. In fact, I argue that they are making a critical yet entirely non-obvious mistake: they are not taking into account a sufficiently detailed set of constraints that any scientific theory of consciousness must satisfy. In this video I go over what those constraints are, and in what way they actually entail that digital sentience is literally impossible.
The talk is divided into three parts: (1) my philosophical journey, which I share in order to establish credibility, (2) classic issues in philosophy of mind, and (3) how we can solve all those issues with QRI’s theory of consciousness.
(Skip to 31:00 if you are not interested in my philosophical journey and you want to jump into the philosophy of mind right away).
(1) I’ve been hyper-philosophical all my life and have dedicated thousands of hours working on this topic: having discussions with people in the field, writings essays, studying qualia in all manners of exotic states of consciousness, and working through the implications of different philosophical background assumptions. I claim that QRI’s views here are indeed much more informed than anyone would assume if they just heard that we think digital computers cannot be conscious. In fact, most of us started out as hard-core computationalists and only switched sides once we fully grokked the limitations of that view! Until the age of 20 I was a huge proponent of digital sentience, and I planned my life around that very issue. So it was a big blow to find out that I was neglecting key pieces of the puzzle that David Pearce, and later Mike Johnson, brought up when I met them in person. In particular, they made me aware of the importance of the “phenomenal binding/boundary problem”; once I finally understood it, everything unraveled from there.
(2) We go over: Marr’s levels of analysis (and “interactions between levels”). The difference between functionalism, computationalism, causal structure, and physicalist theories of consciousness. The Chinese Room. Multiple Realizability. Epiphenomenalism. Why synchrony is not enough for binding. Multiple Drafts Theory of consciousness. And the difference between awareness and attention.
(3) We solve the boundary problem with topological segmentation: this allows us to also provide an explanation for what the causal properties of experience are. The integrated nature of fields can be recruited for computation. Topological boundaries are neither epiphenomenal nor frame-dependent. Thus, evolution stumbling upon holistic field behavior of topological pockets of the fields of physics would solve a lot of puzzles in philosophy of mind. In turn, since digital computers don’t use fields of physics for computation, they will never be unified subjects of experience no matter how you program them.
I also discuss issues with IIT’s solution to the binding problem (despite IIT’s whole aesthetic of irreducible causality, their solution makes binding epiphenomenal! The devil’s in the details: IIT says the Minimum Information Partition has “the highest claim of existence” but this leaves all non-minimal partitions untouched. It’s epiphenomenal and thus not actually useful for computation).
Thanks also to Andrew Zuckerman and other QRI folks for great recent discussions on this topic.
Psychedelics and the Free Energy Principle: From REBUS to Indra’s Net (link)
Friston’s Free Energy Principle (FEP) is one of those ideas that seem to offer new perspectives on almost anything you point it at.
It seems to synthesize already very high-level ideas into an incredibly general and flexible conceptual framework. It brings together thermodynamics, probabilistic graphical models, information theory, evolution, and psychology. We could say that trying to apply the FEP to literally everything is not a bad idea: it may not explain it all, but we are bound to learn a lot from seeing when it fails.
So what is the FEP? In the words of Friston: “In short, the long-term (distal) imperative — of maintaining states within physiological bounds — translates into a short-term (proximal) avoidance of surprise. Surprise here relates not just to the current state, which cannot be changed, but also to movement from one state to another, which can change. This motion can be complicated and itinerant (wandering) provided that it revisits a small set of states, called a global random attractor, that are compatible with survival (for example, driving a car within a small margin of error). It is this motion that the free-energy principle optimizes.“
Organisms that survive over time must minimize entropy injections from their environment, which means they need to minimize surprise, which unfortunately is computationally intractable, but the information theoretic construct of variational free-energy provides an upper bound on this ground truth surprise, meaning that minimizing it will indirectly minimize surprise. This cashes out in the need to maximize “accuracy – complexity” which prevents both overfitting and underfitting. In the video we go over some of the classical ideas surrounding the FEP: the dark room, active inference, explicit vs. implicit representations, and whether real dynamic systems can be decomposed into Markov blankets. Finally, we cover how the FEP naturally gives rise to predictive coding via hierarchical Bayesian models.
We then talk about Reduced BEliefs Under pSychedelics (REBUS) and explain how Carhart-Harris and Friston interpret psychedelics and the Anarchic Brain in light of the FEP. We then discuss Safron’s countermodel of Strengthened BEliefs Under pSychedelics (SEBUS) and the work coming out of Seth’s lab.
So, that’s how the FEP shows up in the literature today. But what about explaining not only belief changes and perceptual effects, but perhaps also getting into the actual weeds of the ultra bizarre things that happen on psychedelics?
I provide three novel ideas for how the FEP can explain features of exotic experiences:
(1) Dissonance-minimizing resonance networks would naturally balance model complexity due to an inherent “complexity cost” that shows up as dissonance and prediction error minimization when prediction errors give rise to out-of-phase interactions between the layers.
(2) Bayesian Energy Sinks: What you can recognize lowers the (physical) energy of one’s world-sheet. I then blend this with an analysis of symmetrical psychedelic thought-forms as energy-minimizing configurations. On net, we thus experience hybrid “semantic + symmetric” hallucinations.
(3) Indra’s Net: Each “competing cluster of coherence” needs to model its environment in order to synch up with it in a reinforcing way. This leads to attractor states where “everything reflects everything else”.
Advanced Visions of Paradise: From Basic Hedonism to Paradise Engineering (link)
This video was recorded as a way for me to prepare for the speech I gave at the “QRI Summer Party 2021: Advanced Visions of Paradise” (see livestream here). You can think of it as the significantly more in-depth (and higher audio quality!) version of that speech.
The core message of this video is: thinking wholesome, genuinely useful, and novel thoughts about how to build paradise is hard. Doing so without getting caught up in low-dimensional aesthetics and pre-conceptions is very challenging. Most of the “visions of paradise” we find in our culture, media, and art are projections of implicit aesthetics used for human coordination, rather than deeply thought-out and high-dimensional perspectives truly meant to elevate our understanding and inspire us to investigate the Mystery of reality. Aesthetics tend to put the cart before the horse: they tacitly come with a sense of what is good and what is real. Aesthetics are fast, parallel, and collective ways of judging the goodness or badness of images, ideas, and archetypes. They give rise to internal dissonance when you present to them things that don’t fit well with their previous judgements. And due to naïve realism about perception, these judgements are often experienced as “divine revelations”.
To disentangle ourselves from tacit low-dimensional aesthetics, and inspired by the work of Rob Burbea (cf. Soulmaking), I go over what aesthetics consist of: Eros, Psyche, and Logos. Then, to explore high-quality aesthetics relevant to paradise engineering, I go over 7 camps of a hypothetical “Superhappiness Festival”, each representing a different advanced aesthetic: Hedonism, Psychiatry, Wholesome, Paleo, Energy, Self-Organization, and Paradise Engineering. For didactic purposes I also assign a Buddhist Realm (cf. “Opening the Heart of Compassion” by Short & Lowenthal) to each of the camps.
Note: the Buddhist realms are a very general lens, so a more detailed exposition would point out how each of the camps manifests in each of the Buddhist realms. Don’t put too much stock on the precise mapping I present in this video.
~Qualia of the Day: Pure Lands~
Picture by Wendi Yan (wendiyan.com) “The Tower of Paradise Engineering” (also the featured image of this post / image to appear in the forthcoming QRI Book)
For context, here is the party invite/description:
Science fiction and futurism have failed us. Simply put, there is a remarkable lack of exploration when it comes to the role that consciousness (and its exotic states) will play in the unfolding of intelligent agency on Earth. This, of course, is largely understandable: we simply lack adequate conceptual frameworks to make sense of the state-space of consciousness and its myriad properties. Alas, any vision of the future that neglects what we already know about the state-space of consciousness and its potential is, in the final analysis, “missing the point” entirely.
Exotic states of consciousness are consequential for two reasons: (1) they may provide unique computational benefits, and (2) they may have orders of magnitude more bliss, love, and feelings of inherent value. As Nick Bostrom puts it in Letter From Utopia:
(1) “Mind is a means: for without insight you will get bogged down or lose your way, and your journey will fail.
(2) “Mind is also an end: for it is in the spacetime of awareness that Utopia will exist. May the measure of your mind be vast and expanding.”
In light of the above, let us for once try to be serious consciousness-aware futurists. Then, we must ask, what does paradise look like? What does it feel like? What kinds of exotic synesthetic thought-forms and hyper-dimensional gems populate and imbue the spacetime of awareness that makes up paradise?
Come and join us for an evening of qualia delights and great company: experience and make curious smells, try multi-sensory art installations, and listen to a presentation about what we call “Advanced Visions of Paradise”. Equipped with an enriched experience base and a novel conceptual toolkit, we look forward to have you share your own visions of paradise and discuss ways to bring them into reality.
Ps. If you are being invited to this event, that means that we value you as a friend of QRI ❤
Pss. Only come if you are fully vaccinated, please!
~Music: People were asking me about the playlist of yesterday’s party. The core idea behind this playlist was to emulate the sequence of aesthetics I talked about in the speech. Namely, the songs are ordered roughly so that each of the 7 camps gets about 1 hour, starting in camp Hedonism and going all the way to camp Paradise Engineering: QRI Summer Party 2021: Advanced Visions of Paradise~
Excerpt from The Science of Enlightenment (2005) by Shinzen Young (p. xv-xvii)
It took me quite a while to get to the point of publishing this book — many years actually. That may seem like a strange statement. How can someone not get the point of publishing something they themselves wrote? Let me explain.
A central notion of Buddhism is that there’s not a thing inside us called a self. One way to express that is to say that we are a colony of sub-personalities and each of those sub-personalities is in fact not a noun but a verb–a doing.
One of my doings is Shinzen the researcher. Shinzen the researcher is on a mission to “take the mist out of mysticism.” Contrary to what is often claimed, he believes that mystical experience can be described with the same rigor, precision, and quantified language that one would find in a successful scientific theory. In his opinion, formulating a clear description of mystical experience is a required prenuptial for the Marriage of the Millennium: the union of quantified science and contemplative spirituality. He hopes that eventually this odd couple will exuberantly make love, spawning a generation of offspring that precipitously improves the human condition.
Shinzen the researcher also believes that many meditation masters, current and past, have formulated their teachings with “less than full rigor” by making unwarranted, sweeping philosophical claims about the nature of objective reality based on their subjective experiences—claims that tend to offend scientists and, hence, impede the science-spiritually courtship.
Shinzen the researcher has a natural voice. It’s the style you would find in a graduate text on mathematics: definition, lemma, theorem, example, corollary, postulate, theorem. Here’s a sample of that voice:
It may be possible to model certain global patterns of brain physiology in ways that feel familiar to any trained scientist, i.e., equations in differential operators on scalar, vector, or tensor fields whose dependent variables can be quantified in terms of SI units and whose independent variables are time and space (where space equals ordinary space or some more esoteric differential manifold). It is perhaps even possible to derive those equations from first principles the way Navier-Stokes is derived from Cauchy continuity. In such fields, distinctive “flow regimes” are typically associated with relations on the parameters of the equations, i.e., F(Pj) → Q, where Q is qualitative change in field behavior. By qualitative change in field behavior, I mean things like the appearance of solitons or the disappearance of turbulence, etc. Through inverse methods, it may be possible to establish a correspondence between the presence of a certain parameter relation in the equations modeling a field in a brain and the presence of classical enlightenment in the owner of that brain. This would provide a way to physically quantify and mathematically describe (or perhaps even explain) various dimensions of spiritual enlightenment in a way that any trained scientist would feel comfortable with.
That’s not the voice you’ll be hearing in this book. This book is a record of a different Shinzen, Shinzen the dharma teacher, as he talks to students engaged in meditation practice. Shinzen the dharma teacher has no resistance at all to speaking with less than full rigor. He’s quite comfortable with words like God, Source, Spirit, or phrases like “the nature of nature.” In fact, his natural voice loves spouting the kind of stuff that makes scientists wince. Here’s an example of that voice:
The same cosmic forces that mold galaxies, stars, and atoms also mold each moment of self and world. The inner self and the outer scene are born in the cleft between expansion and contraction. By giving yourself to those forces, you become those forces, and through that, you experience a kind of immortality–you live in the breath and pulse of every animal, in the polarization of electrons and protons, in the interplay of the thermal expansion and self-gravity that molds stars, in the interplay of dark matter that holds galaxies together and dark energy that stretches space apart. Don’t be afraid to let expansion and contraction tear you apart, scattering you in many directions while ripping away the solid ground beneath you. Behind that seeming disorder is an ordering principle so primordial that it can never be disordered: father-God effortlessly expands while mother-God effortlessly contracts. The ultimate act of faith is to give yourself back to those forces, give yourself back to the Source of the world, and through that, become the kind of person who can optimally contribute to the Mending of the world.
Shinzen the hard-nosed researcher and Shinzen the poetic dharma teacher get along just fine. After all, they’re both just waves. Particles may bang together. Waves automatically integrate. Just one problem though. The researcher is a fussy perfectionist. He is very resistant to the notion of publishing anything that lacks full rigor. Spoken words return to silence from where they came from. Printed text sits around for centuries waiting for every tiny imprecision and incompleteness to be exposed.
So it took a while for me to see value in allowing my talks to be published in something close to their original spoken form.
This video discusses the connections between meditative flow (any feeling of change) and the two QRI paradigms of “Wireheading Done Right” and “Neural Annealing“. To do so, I explore how each of the “seven factors of awakening” can be interpreted as operations that you do to flow. In a nutshell: the factors are “energy management techniques”, which when used in the right sequences and dosages, tend to result in wholesome neural annealing.
I then go on to discuss two fascinating dualities: (1) The dual relationship between standing wave patterns and vibratory frequencies. And (2) the dual correspondence between annealing at the computational level (REBUS) and annealing in resonance networks.
(1) Describes how the crazy patterns that come out of meditation and psychedelics are not irrelevant. They are, in a way, the dual counterpart to the emotional processing that you are undergoing. Hence why ugly emotions manifest as discordant structures whereas blissful feelings come together with beautiful geometries.
(2) Articulates how simulated annealing methods in probabilistic graphical models such as those that underlie the synthesis of entropic disintegration and the free energy principle (Friston’s and Carhart-Harris’ REBUS model) describe belief updating. In contrast, annealing at the implementation level refers to a dissonance-minimization technique in resonance networks. In turn, if these are “two sides of the same coin”, we can expect to find that operations in one domain will translate to operations in the other domain. In particular, I discuss how resisting information (“denial”, “cognitive dissonance”) has a corresponding subjective texture associated with muscle tension, “resistance”, viscosity, and hardness. Equanimity, in turn, allows the propagation of both waves of dissonance, consonance, and noiseas well as bundles of information. This has major implications for how to maximize the therapeutic benefit of psychedelics.
Finally, I explain how we could start formalizing Shinzen Young’s observation that you can, not only “read the contents of your subconscious“, but indeed also “heal your subconscious by greeting it with enough concentration, clarity, and equanimity”. Negentropy in the resonance network (patches of highly-ordered “combed” coherent resonance across levels of the hierarchy) can be used to heal patches of dissonance. This is why clean high-valence meditative objects (e.g. metta) can absorb and dissipate the internal dissonance stored in patterns of habitual responses. In turn, this might ultimately allow us to explain why, speaking poetically, it is true that love can heal all wounds. 🙂
~Qualia of the Day: Nirvana Rose~
(Skip to ~10:00 if you don’t need a recap of Wireheading Done Right and Neural Annealing)
Healing Trauma with Neural Annealing: Is Annealing the Key Condition for Successful Psychedelic Psychotherapy?
Abstract of the Talk:
Mystical-type experiences mediate the therapeutic benefit of psychedelic-assisted psychotherapy (Griffiths, 2016; Ross, 2016; Yaden, 2020). In this talk we will explore why this may be the case and how we might improve this effect. On the one hand we can interpret the effect of mystical-type experiences through the lens of belief and attitude change (Carhart-Harris and K. J. Friston, 2019). But beliefs that are not deeply felt are unlikely to have much of an effect. Why would mystical-type experiences in particular cause deeply felt belief changes? On the other hand, one can interpret the effect of these experiences to be healing at a low-level: they allow the reconfiguration of the microstructure of our experience in beneficial ways. The first lens suggests that these experiences change what we believe and think about, whereas the second lens suggests that the experiences change how we feel. In this talk we will unify these two lenses and argue that neural annealing (Johnson, 2019) underlies high-level changes in beliefs and attitudes as well as low-level microstructural healing of internal representations. This paradigm ties together the puzzling effects of mystical-type experiences by interpreting them as uniquely strong versions of neural annealing. We suggest that traumatic memories are indeed implemented with low-level microstructural dissonance in the internal representations (Gomez-Emilsson, 2017). Not only are they about something bad, they also feel bad. In turn, neural annealing targeted towards these internal representations can heal and transform them from dissonance-producing to consonance-producing. More so, neural annealing also enhances the information propagation fidelity of the nervous system, allowing the healed representations to update the state of the rest of the nervous system. This insight, along with careful study of annealing dynamics under psychedelics, can allow us to target the annealing process in order to heal these internal representations more effectively. We conclude with empirical predictions for what to look for in order to identify the signatures of successful neural annealing under psychedelics and suggest methods to piggyback on the natural well-trodden paths of beneficial annealing (e.g. meditation, yoga, music, creativity) to optimize such experiences.
Why This Is Important
There are two main reasons I think sharing this work as soon as possible with the world is very beneficial. The first is that it genuinely advances a new model for how to optimize psychedelic therapy. In particular, I think that being aware of this model can be very useful for people who intend to self-medicate with psychedelics. Although there is a vast literature for psychedelic psychotherapy, it is largely laced with metaphysical views, implicit background philosophical assumptions incompatible with science, and in my view, questionable ethics.
The second point is that this model can be used as an antidote to psychedelic brainwashing. If a friend of yours has been taking a lot of psychedelics (with or without a shaman) and now has a web of unfalsifiable beliefs that do not seem to help them, this presentation might work to help them understand what is going on in their mind. Additionally, once you understand how psychedelic annealing works, you can anticipate irrational belief changes based on the texture of the experience and proactively prevent them. Indeed, being showered with bliss consciousness by a DMT entity might be healing to your nervous system, but alas, it also anneals in you a conviction in the independent existence of such entities. With this presentation, the hope is that you can keep the healing while discarding the irrational beliefs (because you will now be able to see how they are implemented!). If we want to indeed create a truth-seeking psychonaut shanga (aka. a Super-Shulgin Academy) we *have to* have an adequate model of how exotic states of consciousness modify one’s belief networks. The penalty of not modeling this accurately leads to the loss of one’s critical faculties. I have seen it happen (see Appendix A & B), and I am not impressed. We can do better.
Model (1) has the problem that the researchers themselves are not exposed to the exotic states of consciousness, and as such, what they write and theorize about comes from second-hand accounts. More so, the bulk of the direct phenomenological information the participants gain access to is generally discarded as it goes through the low-dimensional information filters of standardized questionnaires. There is no real buildup of phenomenological information or an effort to integrate it across participants (participants don’t generally talk to each other). The model does excel at generating copious high-quality neuroimaging data.
Model (2) suffers from the problem that the idiosyncratic beliefs of the psychonaut tend to “anneal more deeply” (see the next slide for a more through description of this) with each trip. Unless they were to focus on the phenomenal character of the experience rather than the intentional content, what tends to happen is that specific high-level beliefs become energy sinks and they dominate the exploration. Recall how DMT’s world-sheet “crystallizes” around objects and ideas you can recognize. Thus, as you take psychedelics over and over, the realms of experience one goes to will tend to follow recurring themes along the lines of what the most successful energy sinks from previous experiences have been. The explorer usually does not develop technical models of the phenomenological effects, but rather, tends to focus on the metaphysical or philosophical implications of the experiences.
Model (3) is like that of a think tank. Ever since writing articles like How to Secretly Communicate with People on LSD, we have received a lot of correspondence from pretty smart people who enjoy exploring exotic states of consciousness. The multi-year dialogue between us and them and each other has resulted in a lot of generative model building for which we can then get feedback. Grounded in common background philosophical assumptions and a drive towards phenomenological accuracy, the type of output of this model tends to look much more like The Hyperbolic Geometry of DMT Experiences than either a neuroscience paper (model 1) or a book about the Earth Coincidence Control Office (model 2).
Which of these information-processing architectures would you use if you were trying to figure out the truth of how psychedelics work? If they were diagrams for a neural network architecture, which one do you think would model and integrate information most effectively? Ultimately, we should think of these models as complementary. But since model 3 is novel and largely unexplored, it might be sensible to pay attention to what it outputs.
(H/T Quintin Frerichs for this slide)
This slides illustrates the sort of topics and problems that a “Good Annealing Manual” would need to cover. As an integrated “energy management” strategy, such a manual would describe how to raise energy, how to dampen it, how to translate it from one domain into another, how to stabilize a state, how to get knocked out of an unhelpful limit cycle, and so on.
One of the interesting ideas of Steven Lehar is applying the duality between standing wave patterns and resonant modes of objects to the brain. A lot of psychedelic phenomenology suggests that there is a duality between the vibe of the state and the geometric layout of the multi-modal hallucinations. In other words, each phenomenal object has a corresponding way of vibrating, and this is experienced as a holistic signature of such objects. (cf. Resonance and vibration of [phenomenal] objects). (See also: Hearing the shape of a drum).
In the context of this presentation, the most important idea of this slide is that the duality between standing wave patterns and the vibe of the experience showcases how symmetry and valence are related. Blissful “heavenly realms” on DMT are constructed in ways where the resonance of the phenomenal objects with each other is consonant and their structure is symmetrical. Likewise, the screechy and painful quality of the DMT “hell realms” comes along with asymmetries, discontinuities, and missing components in the phenomenal objects that make up experiences. The overall vibe of the space is the result of the intrinsic vibratory modes of each phenomenal object in addition to each of the possible interactions between them (weighted by their phenomenal distance). An analogy readily comes to mind of an orchestra and the challenges that come with making it sound consonant.
A good algorithmic theory of cognition will collect, unify, and simplify a lot of things that look like odd psychological quirks, and recast them as deeply intertwined with, and naturally arising out of, how our brains process information. I’m optimistic that Symmetry Theory will be able to do just this- e.g.,
* Cognitive dissonance happens when two (or more) patterns in your head are battling for your neural real estate, and they’re incompatible– i.e., they’re collectively dissonant/asymmetrical.
* Denial is what happens when your brain attempts to isolate/quarantine such patterns, and is actively working to prevent this tug-of-war for neurons.
This model implies that your brain can evaluate the “internal consistency/harmony” of a neural pattern, and reject it if there’s a negative result- and also the “simulated relative compatibility/harmony” of two neural patterns, and try to keep them isolated if there’s a negative result. I’d suggest the best way to understand this is in terms of projective geometry, resonance, and symmetry: i.e., to evaluate a pattern’s “internal harmony” and whether it ‘runs well (is stable) on existing hardware’, the brain uses principles of resonance to apply certain geometric projections (high-dimensional-to-lower-dimensional transformations) to the pattern to see if the result is stable (unchanged, or predictably oscillating, or still strongly resonant) under these transforms. Stable patterns are allocated territory; unstable ones (=dangerous neural code) are not. The internal mechanics of this will vary across brain areas (based on the specific resonance profile of each area) and emotional states, which might contribute to how certain types of information tend to end up in certain brain regions. Likewise, this could explain how moods coordinate information processing– by changing the resonance landscape in the brain, thus preferentially selecting for certain classes of patterns over others. A core implication of this model is that different kinds of dissonance will drive different kinds of behavior (feel like different kinds of imperatives), and based on what action is needed, a mood may create (or be the creation of) a certain kind of dissonance.
Now applying annealing to the above, we hypothesize that: (1) On the one hand, at the implementation level neural annealing works as a method to reduce dissonance by escaping local minima. (2) On the other hand, at the computational level simulated annealing can be used as a method to reduce prediction errors (cf. message passing and belief propagation). We hypothesize that there is a kind of duality between these two levels of abstraction. We are very interested in cleanly formalizing it so it can be empirically tested. But the facts seem to suggest that there is something here. What this duality says is that for any transformation that you do to the resonance network there will be a corresponding effect on the belief network and vice versa. For example, in this light, you will always find that denial or cognitive dissonance will come along with the phenomenology of “resistance” in one of its many guises (such as muscle tension, feelings of viscosity, or hardness). If you can address the muscle tension directly with progressive relaxation (or yoga, massage, etc.) you will also be implicitly addressing the integration of information into your world-model. At the same time, you may use specific beliefs in order to relax specific muscles, and some aspects of meditation may involve doing this to an extent (e.g. “now is all there is” and “the self is illusory” are beliefs that would seem to result in particular patterns of mental and physical relaxation).
We might succinctly explain how a resonance network trying to minimize dissonance could implement the free energy principle. Namely, we could maximize “accuracy – complexity” in the following way: If complex models require complex networks of resonance to be implemented, then there might be an inherent dissonance cost to complexity. More symmetrical configurations lower this cost, which makes more compact and coherent models preferable. At the same time, to take care of the accuracy, prediction errors themselves might be implemented with dissonance (e.g. via out-of-phase communication between layers of the hierarchy). Together, these two effects favor both accurate and simple models.
An interesting contrast that illustrates this duality between the computational and implementational level of abstraction is that between the effects of DMT and 5-MeO-DMT. Particularly, DMT seems to give rise to the chaotic generation of information and this can be seen in something as simple as the style of the tracer effects it induces (richly-colored flip-flopping between positive and negative afterimages). 5-MeO-DMT’s tracer effects are generally monochromatic and the same color as that of the input. (See: Modeling Psychedelic Tracers with QRI’s Psychophysics Toolkit: The Tracer Replication Tool).
We hypothesize that DMT’s effects at the implementation level can be understood as the result of competing clusters of coherence across the hierarchy, whereas the main attractors of 5-MeO-DMT seem to involve global coherence. Modulating the average synaptic path length in a system of coupled oscillators can give rise to this sort of effect. By randomly adding connections to a network of coupled oscillators one first sees an emergent state of many competing patches of synchrony, and then, after a threshold is crossed, one starts seeing global synchrony emerge. Despite both drugs making the brain “more interconnected”, the slight difference in just how interconnected it makes it, may be the difference between the colorful chaos of DMT and the peaceful nothingness of 5-MeO-DMT.
The competing clusters of coherence across the hierarchy can evolve to adapt to each other. The DMT realm is more of an ecosystem than it is a state per se (ex: Hyperspace Lexicon). And due to the duality between dissonance minimization and prediction error minimization, avoiding updating one’s belief in the direction of these realms being real causes intense cognitive dissonance. Some level of belief updating to fit the content of the hallucinations might be very difficult to resist. Indeed, the forced coherence across the layers of the hierarchy would be bypassing one’s normal ability to resist information coming from the lower layers.
On peak experiences such as those induced by 5-MeO-DMT, global coherence will generally have the effect of dissolving internal boundaries. In turn, due to the duality proposed, belief updating in the direction of extreme simplicity is very difficult to resist. Global annealing without sensorial chaos results in the minimization of model complexity; high accuracy is taken care of thanks to the low information content of the state. As a consequence, one experiences very high-valence, high-energy, high-symmetry states of consciousness that come along with belief updating towards ideas with close to zero information content.
The high-valence nature of the state can be very useful to heal dissonance in the network, so therapeutic benefits seem very promising (notwithstanding the somewhat forced belief updates the state induces).
Unfortunately a nearby attractor of the globally coherent states is when there are two incompatible coherent states competing with one another. This can result in extremely negative valence and belief updating in the direction of “everything being bad”.
We now see how the typical belief changes caused by these two drugs have a dual counterpart in how they feel. I am of the opinion that a commitment towards truth and careful attention to one’s state of mind can prevent (or at least substantially lessen) the epistemological failure modes of these drugs. But since this kind of model is not known by the general population, for most people these drugs do tend to act as “epistemological hand grenades”.
See Appendix A & B at the bottom of this article for examples of each of these failure modes.
Now on to the therapeutic applications: practicing loving-kindness meditation consistently for weeks before a trip seems to substantially change its phenomenal character. It feels that metta practice over time anneals a consonant metronome which can become massively amplified during a psychedelic experience. In turn, a brightly shinning metta metronome emits “healing waves of energy” within one’s world-simulation (I know how crazy this sounds!), which impact the contents of one’s subconscious in ways that reduces their internal dissonance.
Similar benefits can be obtained from other meditation practices, as long as their emphasis is on high-valence and coherent states of mind. See also: Buddhist Annealing (video).
Importantly, you can “work smart” if you manage to use the seeds of consonance as the nucleation sources for alignment cascades. This can heal at a very deep level, and it is what people are talking about when they say things like “all is love”.
A secular Good Annealing Manual would ideally have very detailed information for how to move around in the state-space of consciousness.
Apparently, equanimity is also highly beneficial during psychedelic experiences. But rather than merely repeating the mantras that everyone in the psychedelic community chants (“just let go”, “surrender”, “accept”), we can use a More Dakka approach and aim to maximize equanimity rather than merely invoking it. Taking psilocybin during a meditation retreat in which you do a lot of equanimity exercises will allow you to “let go” with much greater skill than what you could do in normal everyday life. As a result, one is able to “learn one’s lessons” with much greater ease and a lot less resistance. This, I think, is generally good. After all, the point is not to punish oneself, but to learn from one’s mistakes.
In turn, Shinzen Young says that experiencing pleasure with equanimity is very healing. By not grasping, one is letting the consonant waves propagate freely throughout one’s nervous system, which results in positive annealing. So a possible therapeutic modality might be to combine peak states together with high levels of equanimity. If we want to bump the therapeutic effect sizes of psychedelic psychotherapy, this is the sort of thing I consider to be very promising.
I conclude by providing some annealing targets that are generically good for one’s mental health. Practice them consistently before a psychedelic experience so that they can be the nucleation points of sane and hedonically beneficial psychedelic annealing. Being bathed by love is good. Being bathed by love and equanimity at the same time is even better. Being bathed by love and all Seven Factors of Awakening at the same time might be still even better. The ceiling of wholesome happiness is not currently known by science. It is probably much higher than we can imagine.
If you found this talk inspiring, generative, or clarifying for your own work, please cite it! If you want to see more work like this and help us transform the alchemy of consciousness into a chemistry of the mind, please consider donating to QRI. Every dollar takes us closer to being able to empirically test these models and use them to develop technology to alleviate suffering in bulk.
Appendix A: What Happens When You Take Too Much DMT – What Does Overfitting Look Like?
A case study of a psychiatrist case who self-medicated his depression with a regiment of 1g of DMT (along with MAOIs) and 4mg of clonazepam a day:
“On arrival, the patient was nonverbal, combative, and required six security guards to restrain him. When less restrictive measures failed, he was given propofol 1,000 mg IV, ketamine 500 mg IM, midazolam 5 mg IV, diazepam 20 mg IV, and fentanyl 4 mg IV with minimal effect.”
“Psychiatry was consulted after the patient’s delirium resolved and he was medically stabilized as he exhibited symptoms of mania and psychosis. He was pressured in his speech, hyperreligious, and delusional. He believed that demons were leeching into his soul and asked the medical staff for an exorcism. It was recommended that the patient be admitted to the behavioral health unit for mood stabilization.”
“He has been smoking it every day and night for the past 3 months that I know of. He sees these little beings everywhere and says they are trying to destroy his house pushing it over. He also says they spray mace and fairy dust and little balls in his face and other peoples too. He doesn’t believe that nobody else sees this happening, he says we have all been compromised and can’t be trusted. I’m worried about him and also his girlfriend that has to deal with him and he’s delusional. His daughter is scared to come home, his parents want to have him committed, and he doesn’t believe it has anything to do with dmt! He absolutely believes it is real.”
“He is always under the influence of DMT, he smokes it all day every day. He says it no longer makes him hallucinate like when he first tried it, now it just takes away pain . NOT TRUE!! it’s like now he believes that this altered state of mind is reality and he’s losing everything. He is even destroying his own house to get them out from behind the walls.the other night he stood up and started stabbing his ceiling saying he was going to get them. It’s very disturbing to see him like this.”
“He’s doing about the same. Last time I went to see him he was showing me how the moon was following him into his back yard and then back to the front yard . He also sees a bunch of drones in the sky that I can’t see. He still doesn’t believe that we can’t see the walls and countertops moving, or feel the fairy dust being sprayed in our faces.”
“It all culminated in one long, elaborate, and highly dramatic visionary experience in which I was essentially ‘recruited,’ initiated in some grand ceremony alongside a large group of others presumably in my same situation (which may have just been “actors” ). It was all part of some kind of vast organization, which could best be described as ‘universal consciousness transcendental cosmic hippie space religion.’ [Read Lehar’s warning against believing what the DMT entities tell you]. It all had a very attractive but vaguely cult-like Scientology kind of feel to it. They even had their own music (which was actually pretty cool; see my comments on “the director” in part 4 for more details), propaganda, regular meetings and rituals, the whole works. They even seemed to revere a deity of some sort, their version of The Source (more detail on that in part 5), but this whole experience was so full of illusion and misdirection that I have no idea what their ‘deity’ really was, nor their true relation to it.”
“I’ve gone on way to long already and need to start wrapping things up here, but long story short, in light of their new demands of allegiance, and through a separate series of bizarre synchronicities in ‘real life’ (what that means to me now, I have no idea) that I still can’t quite explain, I began to have some serious doubts and questions that needed answers. As I reflected on all that they had taught me, I began to realize that there were some major gaps in my knowledge, and that I had unwittingly filled in a lot of the blanks with my own speculation while assuming the picture I was being given was much more complete than it actually was. To summarize, over a series of increasingly confrontational and unpleasant experiences, I became less and less satisfied with their vague and evasive answers to my direct (and I think perfectly reasonable) questions, and we had something of a falling out, to put it very mildly. They eventually dropped all pretenses and flat-out turned on me, beginning a long period of harsh punishment.”
“The results weren’t pretty. Their facade began to crumble as I saw through more and more of what I now recognized as deceptive illusions. What truly lay behind it was hideous, repulsive, monstrously evil, relentlessly manipulative, filled with petty malicious intent, and not nearly as righteous, enlightened, or omnipotent as they pretended to be. I’m actually still pretty uncomfortable with going into detail regarding what followed, but suffice it to say that I’ve basically been to hell and back. They did everything they could to ‘punish’ me, and some of the things they came up with were uniquely and creatively traumatic. If they had put half as much effort and sophistication into ‘teaching’ me as they did into attacking and tormenting me, I probably would still be happily and obliviously under their control today, a fresh new convert of their admittedly impressive sci-fi space religion.”
“It took all the willpower I had just to stay focused and not become a completely broken wreck through all of this. Most of the ‘abilities’ I had acquired under their guidance gradually faded away over the course of a few weeks, with the exception of a number of lucid dream skills that I had picked up along the way. As I began to approach something resembling recovery, all kinds of memories and perspective started coming back to me that I had lost along the way (which may have been intentionally withheld from me). I felt like a toxic fog had been lifted from me, and everything looked so different now. I looked back on the last couple years of my life, especially the preceding four months or so, and was shocked to find that it wasn’t what I thought it was.”
“I had seen some mind-blowingly incredible things and progressed in so many ways in what I thought represented cognitive and spiritual development, but the consequences were now apparent. Without realizing it, my personality had changed so much, and not for the better. I had alienated myself from many of my close friends, my romantic relationship had suffered, I had been much more depressed than I wanted to admit, and I had spent way too much of my free time alone and in the dark, becoming obsessed with progressively darker and weirder esoteric knowledge. I had been able to maintain a token amount of social interaction, just enough to convince myself I was still ‘normal,’ but it frequently left me feeling drained, and bored with the mere ‘meat puppets’ in this material plane who were but a pale reflection of what existed beyond it.”
Appendix B: What Happens When You Take Too Much 5-MeO-DMT – What Does Underfitting Look Like?
Martin Ball: Another advocate of 5-MeO-DMT who claims that the highest truth is that we are all God, and that all of the hallucinatory content of DMT is egoic distraction from this truth (see what he thinks of Terence Mckenna). He, like many in this cluster, seems to believe that the only truth worth knowing about is oneness and that this can only be known directly, at first with 5-MeO-DMT, and then through a process of integration of the experiences into one’s everyday life. Here is an interview he did with Adeptus Psychonautica. Also, here is Leo talking to Martin (do you count one or two persons in that video?).
Insofar as non-duality is used as a mood-enhancer, it seems to be unreliable. Oneness can lead to bad trips of loneliness, a fact that tends to be brushed off by its advocates. My assessment is that this effect is the result of negative valence rather than an inherent effect of the concept (or truth?) of oneness. Shaman Oak‘s Bad LSD Experience – NIRVANA SUCKS video is a rather typical version of this effect and it highlights its true underlying cause: since he took the LSD during a comedown from cocaine, his entire trip was colored by the negative valence of that state. The world “felt inherently lonely” because it had depression qualia all over it. Amplified and magnified through the kaleidoscopic funhouse of LSD’s annealing dynamics, such a feeling of loneliness can look universal and omniprevalent “no matter how you look at it”. But if you were to replace that feeling with something blissful, then the concept of oneness would be experienced as wonderful and enlightening. It is always important to remember the Tyranny of the Intentional Object: ideas and beliefs seem to us as having inherent goodness or badness, but how this is implemented under the surface relies on hedonic tone/valence “painting” those ideas. As David Pearce likes to say, “take care of happiness and the meaning of life will take care of itself”.
Counterexamples: We do know a number of people who have used these compounds extensively and who do not seem to exhibit noticeable underfitting or overfitting. In particular, we have interviewed someone who took 5-MeO-DMT in high doses everyday for six months and who does not seem to suffer from any serious epistemological issues (they contacted me because they had read my analysis of Gura’s month-long experiment and wanted to share their even more extreme experience). The same person has extensive experience (including daily use for months) with DMT, Salvia, DPT and their combinations. They can still hold a technically demanding job and sustain a family despite this. Needless to say, such a level of psychological robustness is exceedingly rare.
Appendix C: The Abstract of the Other Talks
DMTX as a 21st Century Mystery School
A talk by Carl Hayden Smith
This talk will focus on the prospects of being one of the first participants in the world to try DMTX (X=Extended) at Imperial College London (ICL). After being part of the DMT phase 1 and phase 2 trials (over the last 5 years) this research now moves into a whole new level of immersion. During this experiment the peak of the DMT state will be extended thanks to a continuous intravenous drip feeding of the entheogen. This arguably turns this ancient medicine into a new form of technology. Early findings of the research from Chris Timmerman (ICL) suggests that nnDMT produces the same brain signature as the dreaming state. During the extended state we may be better able to explore the hypothesis from Andrew Gallimore that nnDMT actually opens up an entirely novel, orthogonal reality.
The DMTX experiment potentially means that nnDMT could become the base layer of our subjective reality, being combined, exponentially, with everything in life. What are the implications of this? Is there a danger that the psychedelic state is being overly romanticised and that DMTX could be regarded as a new form of bio chemical VR? How will DMTX help with the integration problem? Maybe the problem of bringing our insight back from the liminal space isn’t that these experiences defy verbalization, but that our languages are not yet sufficient enough to describe these experiences.
Increased cortical signal diversity during psychedelic states and visually realistic neural network models of hallucinations
A talk by Michael Schartner
Global states of consciousness – such as general anaesthesia or REM sleep – can be characterised by metrics of signal diversity, showing that diverse cortical activity is a hallmark of consciousness. We found that signal diversity is elevated in classical psychedelic states, possibly explained by a larger repertoire of brain states – which would be in line with reports about openness, novel associations and levelled salience of all experiences during psychedelic states. This coarse description of the brain as a dynamical system with various degrees of diversity in activity is only one dimension to characterise such global states of consciousness. Neural network models of visual perception and its pharmacological perturbation may provide a more mechanistic model, showing how the balanced integration of prior and sensory information into conscious perception is regulated by serotonin.
Note: I am still open to e.g. the external reality of DMT beings. I find it unlikely, but evidence could convince me otherwise. We are not dogmatic about the models we present. Rather, they simply are the current “best fit” for the available evidence in conjunction with parsimony considerations (yes, we could even say that this model is what minimizes our free energy!). Cheers!
Atasoy, S., Roseman, L., Kaelen, M. et al. (2017). Connectome-harmonic decomposition of human brain activity reveals dynamical repertoire re-organization under LSD. Sci Rep7, 17661. https://doi.org/10.1038/s41598-017-17546-0
Carhart-Harris, R. L. (2018). The entropic brain -revisited. Neuropharmacology142, 167–178. doi:10.1016/j.neuropharm.2018.03.010.
Carhart-Harris, R. L., and Friston, K. J. (2019). REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics. Pharmacol. Rev.71, 316–344. doi:10.1124/pr.118.017160.
Griffiths, R. R., Johnson, M. W., Carducci, M. A., Umbricht, A., Richards, W. A., Richards, B. D., Cosimano, M. P., and Klinedinst, M. A. (2016). Psilocybin produces substantial and sustained decreases in depression and anxiety in patients with life-threatening cancer: A randomized double-blind trial. Journal of psychopharmacology (Oxford, England), 30(12), 1181–1197. https://doi.org/10.1177/0269881116675513
Lehar, S. (1999). Harmonic Resonance Theory: An Alternative to the “Neuron Doctrine” Paradigm of Neurocomputation to Address Gestalt properties of perception. http://slehar.com/wwwRel/webstuff/hr1/hr1.html [Accessed April 30, 2021].
Luppi, A. I., Vohryzek, J., Kringelbach, M. L., Mediano, P. A. M., Craig, M. M., Adapa, R., Carhart-Harris, R. L., Roseman, L., Pappas, I., Finoia, P., Williams, G. B., Allanson, J., Pickard, J. D., Menon, D. K., Atasoy, S., & Stamatakis, E. A. (2020). Connectome Harmonic Decomposition of Human Brain Dynamics Reveals a Landscape of Consciousness [Preprint]. Neuroscience. https://doi.org/10.1101/2020.08.10.244459
Ross, S., Bossis, A., Guss, J., Agin-Liebes, G., Malone, T., Cohen, B., Mennenga, S. E., Belser, A., Kalliontzi, K., Babb, J., Su, Z., Corby, P., & Schmidt, B. L. (2016). Rapid and sustained symptom reduction following psilocybin treatment for anxiety and depression in patients with life-threatening cancer: a randomized controlled trial. Journal of psychopharmacology (Oxford, England), 30(12), 1165–1180. https://doi.org/10.1177/0269881116675512
Safron, A. (2020). “Strengthened Beliefs Under Psychedelics (SEBUS)? A Commentary on “REBUS and the Anarchic Brain: Toward a Unified Model of the Brain Action of Psychedelics”” PsyArXiv. November 30. doi:10.31234/osf.io/zqh4b.
Yaden, D., and Griffiths, R. R. (2020) The Subjective Effects of Psychedelics Are Necessary for Their Enduring Therapeutic Effects. CS Pharmacol. Transl. Sci. 2021, 4, 2, 568–572 https://doi.org/10.1021/acsptsci.0c00194
Seven Factors of Awakening and Wireheading Done Right
The overall idea here is that in order to sustain a state of consciousness where meditation has benefits one needs to have a state of mind that has a lot of control over itself. In particular, there is a zone in the valence / arousal space that is ideal for meditation, namely, the region that is positive valence and middle-of-the-road arousal. In this light, when your mind is too excited and restless you should put emphasis on the tranquilizing factors (concentration, equanimity, and tranquility). When your mind is too sluggish or sleepy, you put extra emphasis on the exciting factors (investigation, energy, and joy). And the balancing factor (mindfulness) is what allows you to keep track of this process without getting distracted by the hindrances. This allows you to cybernetically stay in the zone most conducive to meditative development.
Importantly, I think that the factors themselves are best developed in that zone. So it may be futile to ask someone who is panicking to focus on tranquility IF they have not focused on tranquility before when they were in the optimal zone. So for a lot of people developing the seven factors is going to be a bootstrapping process. Pragmatically, I expect that e.g. people with chronic pain might benefit from actual painkillers in order to reduce the pain enough to then be close to the zone where they can actually practice and develop the seven factors effectively. When the painkillers wear off at least they will have gotten some practice time, and then applying equanimity to the pain will be easier (I think that it is both ineffective and cruel to ask someone in pain to “just have equanimity about it” if they haven’t already developed equanimity when they were in the zone).
In addition to valence and arousal, the seven factors also allow you to cybernetically stay in the zone for two additional key dimensions. Namely the dimension of “clinging vs. letting go” and the dimension of “noise vs. purity”. In this light, we have that energy increases fast euphoria (positive valence and positive arousal), joy increases valence, investigation identifies trends that take you out of the zone and maintains purity, concentration increases purity, equanimity increases valence a little and “letting go” a lot, tranquility induces slow euphoria (positive valence and negative arousal), and mindfulness oversees the whole process while also increasing “letting go”. Together they can help you stay in the optimal zone along these four dimensions! They are, in effect, a “natural way” to do Wireheading Done Right.
Seven Factors of Awakening and Neural Annealing
In addition to the lens of Wireheading Done Right, Neural Annealing also interfaces with the Seven Factors of Awakening quite well. Namely, you can think of them as “welding tools” for wholesome annealing!
In brief, you first need to use “flow” which “melts” the structures of your world-simulation and makes them flexible and amenable to modifications. Then you use the seven factors in order to direct the evolution of the flow into healing and harmonious dynamics. Doing this over and over will, over time, allow you to create a very wholesome and healing flow. More specifically, here are the seven factors as seen through the lens of Neural Annealing:
Maintain flow in the foreground
Focus on the texture rather than the content of flow
Monitor for the arising of hindrances and inclining the mind away from them
This is what happens when you “pluck” the flow. Naturally, this energizes the eigenmodes of the flow! It is like the light that gets trapped between two parallel mirrors. Energy illuminates the harmonics of the flow you are cultivating.
The judicious selection of sets of eigenmodes that are consonant together
Given joyous flow, deepening the joy entails energization, blending, and annealing of the consonant gestalt (cf. Focus on Positive)
Examining the texture of flow. Testing it to determine the presence of hindrances.
It is listening for the ring of the flow (with its objects) and diagnosing what is in it
Cultivating tranquility entails developing highly-efficient cooling structures that channel flow and dissipate energy quickly (cf. Focus on Rest)
Not interfering with energy transit and dissipation by letting it recruit as large of a piece of flow as possible for its diffusion
At a high-enough concentration (in my experience), equanimity undergoes a phase change. It becomes very fluid which balances out the forces inside you. I can see how in large enough amounts this would significantly reduce the suffering associated with intense pain.
It is hard to tell “what you do” to increase concentration. As far as I can tell it requires a lot of skillful rhythmicity that guides awareness in a way that prevents its falling away.
A rough metric for concentration might be: amount of energy of flow that is in phase, in harmonic relationship, and synchronized. Thus, for any level of concentration there are many possible “solutions”. Only on the very high-levels of concentration do experiences become constrained to only a few types. The combinatorial space becomes smaller as concentration increases.
The holy grail here would be the creation of a high-entropy alloy that blends together all seven factors. It’s a bootstrapping process. As you start developing some of the factors, you can use them to weld the flow in such a way that developing the other factors becomes easier. Then you can start developing two or more factors simultaneously (e.g. “tranquil equanimity” or “joyous concentration”). In time, one climbs the gradient that fortifies the presence of the factors in the mind, making it a home for wholesome qualia computing.
Wishing you all a wonderful Sunday!
The Goal: To Anneal a Wholesome Annealing Toolkit (the Holy High-Entropy Alloy of the Seven Factors of Awakening)
QRI‘s co-founder Michael E. Johnson just posted a piece on neural annealing. This is one of QRI’s most important pieces of content to date. I’m very proud of Mike and the team for pulling this off. You can find the full piece here.
This is QRI’s unified theory of music, meditation, psychedelics, depression, trauma, and emotional processing; the most challenging (and I think beautiful) thing I’ve written in the last three years. I would really appreciate careful comments.
A few takeaways:
Entering high-energy states (i.e., intense emotional states which take some time to ‘process’) is how the brain releases structural stress and adapts to new developments. This is similar to ‘annealing’ in metals, where heat allows atoms to break their bonds, then they search for more stable configurations as they cool.
Brains really do need to anneal regularly to pay down their ‘technical debt’, and if they don’t, they grow brittle and neurotic.
Meditation, music, psychedelics, exercise, dance, sex, tantric practices, EMDR, and breath work all share the same mechanism: a build-up of rhythmic neural resonance that can push the brain into these high-energy states which produce annealing.
Depression is a self-reinforcing perturbation from the natural annealing cycle.
Sometimes the brain needs to rapidly halt information propagation across regions to prevent cascading system failure … we call this ‘trauma’. This is a common and serious disruption of the annealing cycle.
The core psychological changes driven by psychedelics are best understood in terms of the amount and ‘statistical flavor’ of the energy (rhythmic firing) they add to the brain. Different psychedelics will ‘anneal’ different things.
Young brains (and lifelong learners) might not only be more plastic than average, but actually having experience that is objectively more visceral.
A unified theory of emotional updating, depression, trauma, meditation, and psychedelics may give us the tools to build a future that’s substantially better than the present.
(A unification of Robin Carhart-Harris and Karl Friston’s REBUS annealing model, with Selen Atasoy’s Connectome-Specific Harmonic Waves paradigm.)