phenomenal binding | Qualia Computing

Consciousness Isn’t Substrate-Neutral: From Dancing Qualia & Epiphenomena to Topology & Accelerators

In this video I explain why substrate neutrality is so appealing to the modern educated mind. I zoom in on the Dancing Qualia argument presented by Chalmers which seems to show that if consciousness/qualia requires a specific substrate, then you can build a system where such qualia is epiphenomenal.

In this video I deconstruct this whole line of reasoning from several complementary points of view. In particular, I explain:

1) How substrate-specific hardware accelerators would generate something akin to a mysterious “consciousness discourse” in organisms that have hybrid computational substrates, with the meta-problem of consciousness (partly) explained via the interaction of two very different computational paradigms that struggle to make sense of each other.

2) How the Slicing Problem gives rise to epiphenomenalism for functionalist / computationalist theories of consciousness. This is as big of a problem, from the complete other side, as Dancing Qualia, yet somehow it doesn’t seem to receive much attention. To avoid epiphenomenalism here you require physical substrate properties to correspond to (at least in magnitude) degrees/amounts of qualia.

3) The idea that you can preserve “organizational invariance” by importing the “causal graph” of the system is question-begging. In particular, it assumes that reality breaks down into bit-sized point-like fundamental interactions between zero-dimensional entities. But this is an interpretation of physical facts, which is put into question by precisely things like field theories of physics (e.g. electromagnetism) and at a much deeper level, things like String Theory, where the substrate of reality is topologically non-trivial.

4) I show that beneath a computationalist frame for consciousness there is an implicit conception of frames of reference that are real from specific “points of view”. But as I explain, it is not possible to bootstrap integrated states out of frames of reference or points of view. Ultimately, any non-trivial integration of information that is happening in these ontologies is a projection of your own mind (you’re borrowing the unity of your consciousness to put together pieces of information that define a frame of reference or point of view!).

And

5) How the mind uses phenomenal binding for information processing can be explained with the lens of self-organizing principles set up in such a way that “following the valence gradient will take you closer to a state that satisfies the constraints of the problem”. Meaning that the very style of problem solving our experience utilizes has an entirely different logic than classical digital algorithms. No wonder it’s so difficult to square our experience with a computationalist frame of reference!

To end, I encourage the listener to enrich his or her conception of computation to include irreducible integrated states as valid inputs, outputs, and intermediate states. This way we put on the same “computational class” things like quantum computers, non-linear optics, soap bubbles, and yes, DMT entity computing systems 🙂 They all use non-trivially integrated bound states as part of their information processing pipeline.

In aggregate, these points explain why the substrate matters for computation in a way that satisfactorily addresses one of the biggest concerns that there is with this view. Namely, Dancing Qualia leading to epiphenomenalism – which gets turned on its head with the Slicing Problem (turns out computational theories were the epiphenomenalist views all along), self-organizing principles for computation, hybrid computing systems, hardware accelerators, field topology, and the insight that “reality as a causal graph is question-begging”. Reality, is, instead, a network of bound states that can interact in topologically non-trivial ways.

Relevant links:

The View From My Topological Pocket: An Introduction to Field Topology for Solving the Boundary Problem

Posted on October 26 by algekalipso

[Epistemic Status: informal and conversational, this piece provides an off-the-cuff discussion around the topological solution to the boundary problem. Please note that this isn’t intended to serve as a bulletproof argument; rather, it’s a guide through an intuitive explanation. While there might be errors, possibly even in reasoning, I believe they won’t fundamentally alter the overarching conceptual solution.]

This post is an informal and intuitive explanation for why we are looking into topology as a tentative solution to the phenomenal binding (or boundary) problem. In particular, this solutions identifies moments of experience with topological pockets of fields of physics. We recently published a paper where we dive deeper into this explanation space, and concretely hypothesize that the key macroscopic boundary between subjects of experience is the result of topological segmentation in the electromagnetic field (see explainer video / author’s presentation at the Active Inference Institute).

The short explanation for why this is promising is that topological boundaries are objective and frame-invariant features of “basement reality” that have causal effects and thus can be recruited by natural selection for information-processing tasks. If the fields of physics are fields of qualia, topological boundaries of the fields corresponding to phenomenal boundaries between subjects would be an elegant way for a theory of consciousness to “carve nature at its joints”. This solution is very significant if true, because it entails, among other things, that classical digital computers are incapable of creating causally significant experiences: the experiences that emerge out of them are by default something akin to mind dust, and at best, if significant binding happens, they are epiphenomenal from the “point of view” of the computation being realized.

The route to develop an intuition about this topic that this post takes is to deconstruct the idea of a “point of view” as a “natural kind” and instead advocate for topological pockets being the place where information can non-trivially aggregate. This idea, once seen, is hard to unsee; it reframes how we think about what systems are, and even the nature of information itself.

One of the beautiful things about life is that you sometimes have the opportunity to experience a reality plot twist. We might believe one narrative has always been unfolding, only to realize that the true story was different all along. As they say, the rug can be pulled from under your feet.

The QRI memeplex is full of these reality plot twists. You thought that the “plot” of the universe was a battle between good and evil? Well, it turns out it is the struggle between consciousness and replicators instead. Or that what you want is particular states of the environment? Well, it turns out you’ve been pursuing particular configurations of your world simulation all along. You thought that pleasure and pain follow a linear scale? Well, it turns out the scales are closer to logarithmic in nature, with the ends of the distribution being orders of magnitude more intense than the lower ends. I think that along these lines, grasping how “points of view” and “moments of experience” are connected requires a significant reframe of how you conceptualize reality. Let’s dig in!

One of the motivations for this post is that I recently had a wonderful chat with Nir Lahav, who last year published an article that steelmans the view that consciousness is relativistic (see one of his presentations). I will likely discuss his work in more detail in the future. Importantly, talking to him reminded me that ever since the foundation of QRI, we have taken for granted the view that consciousness is frame-invariant, and worked from there. It felt self-evident to us that if something depends on the frame of reference from which you see it, it doesn’t have inherent existence. Our experiences (in particular, each discrete moment of experience), have inherent existence, and thus cannot be frame-dependent. Every experience is self-intimating, self-disclosing, and absolute. So how could it depend on a frame of reference? Alas, I know this is a rather loaded way of putting it and risks confusing a lot of people (for one, Buddhists might retort that experience is inherently “interdependent” and has no inherent existence, to which I would replay “we are talking about different things here”). So I am motivated to present a more fleshed out, yet intuitive, explanation for why we should expect consciousness to be frame-invariant and how, in our view, our solution to the boundary problem is in fact up to this challenge.

The main idea here is to show how frames of reference cannot boostrap phenomenal binding. Indeed, “a point of view” that provides a frame of reference is more of a convenient abstraction that relies on us to bind, interpret, and coalesce pieces of information, than something with a solid ontological status that exists out there in the world. Rather, I will try to show how we are borrowing from our very own capacity for having unified information in order to put together the data that creates the construct of a “point of view”; importantly, this unity is not bootstrapped from other “points of view”, but draws from the texture of the fabric of reality itself. Namely, the field topology.

A scientific theory of consciousness must be able to explain the existence of consciousness, the nature and cause for the diverse array of qualia values and varieties (the palette problem), how consciousness is causally efficacious (avoid epiphenomenalism), and explain how the information content of each moment of experience is presented “all at once” (namely, the binding problem). I’ve talked extensively about these constraints in writings, videos, and interviews, but what I want to emphasize here is that these problems need to be addressed head on for a theory of consciousness to work at all. Keep these constraints in mind as we deconstruct the apparent solidity of frames of reference and the difficulty that arises in order to bootstrap causal and computational effects in connection to phenomenal binding out of a relativistic frame.

At a very high level, a fuzzy (but perhaps sufficient) intuition for what’s problematic when a theory of consciousness doesn’t seek frame-invariance is that you are trying to create something concrete with real and non-trivial causal effects and information content, out of fundamentally “fuzzy” parts.

In brief, ask yourself, can something fuzzy “observe” something fuzzy? How can fuzzyness be used to boostrap something non-fuzzy?

In a world of atoms and forces, “systems” or “things” or “objects” or “algorithms” or “experiences” or “computations” don’t exist intrinsically because there are no objective, frame-invariant, and causally significant ways to draw boundaries around them!

I hope to convince you that any sense of unity or coherence that you get from this picture of reality (a relativistic system with atoms and forces) is in fact a projection from your mind, that inhabits your mind, and is not out there in the world. You are looking at the system, and you are making connections between the parts, and indeed you are creating a hierarchy of interlocking gestalts to represent this entire conception of reality. But that is all in your mind! It’s a sort of map and territory confusion to believe that two fuzzy “systems” interacting with each other can somehow bootstrap a non-fuzzy ontological object (aka. a requirement for a moment of experience).

I reckon that these vague explanations are in fact sufficient for some people to understand where I’m going. But some of you are probably clueless about what the problem is, and for good reason. This is never discussed in detail, and this is largely, I think, because people who think a lot about the problem don’t usually end up with a convincing solution. And in some cases, the result is that thinkers bite the bullet that there are only fuzzy patterns in reality.

How Many Fuzzy Computations Are There in a System?

Indeed, thinking of the universe as being made of particles and forces implies that computational processes are fuzzy (leaky, porous, open to interpretation, etc.). Now imagine thinking that *you* are one of such fuzzy computations. Having this as an unexamined background assumption gives rise to countless intractable paradoxes. The notion of a point of view, or a frame of reference, does not have real meaning here as the way to aggregate information doesn’t ultimately allow you to identify objective boundaries around packets of information (at least not boundaries that are more than merely-conventional in nature).

From this point of view (about points of view!), you realize that indeed there is no principled and objective way to find real individuals. You end up in the fuzzy world of fuzzy individuals of Brian Tomasik, as helpfully illustrated by this diagram:

Source: Fuzzy, Nested Minds Problematize Utilitarian Aggregation by Brian Tomasik

Brian Tomasik indeed identifies the problem of finding real boundaries between individuals as crucial for utilitarian calculations. And then, incredibly, also admits that his ontological frameworks gives him no principled way of doing so (cf. Michael E. Johnson’s Against Functionalism for a detailed response). Indeed, according to Brian (from the same essay):

Eric Schwitzgebel argues that “If Materialism Is True, the United States Is Probably Conscious“. But if the USA as a whole is conscious, how about each state? Each city? Each street? Each household? Each family? When a new government department is formed, does this create a new conscious entity? Do corporate mergers reduce the number of conscious entities? These seem like silly questions—and indeed, they are! But they arise when we try to individuate the world into separate, discrete minds. Ultimately, “we are all connected”, as they say. Individuation boundaries are artificial and don’t track anything ontologically or phenomenally fundamental (except maybe at the level of fundamental physical particles and structures). The distinction between an agent and its environment is just an edge that we draw around a clump of physics when it’s convenient to do so for certain purposes.

My own view is that every subsystem of the universe can be seen as conscious to some degree and in some way (functionalist panpsychism). In this case, the question of which systems count as individuals for aggregation becomes maximally problematic, since it seems we might need to count all the subsystems in the universe.”

Are you confused now? I hope so. Otherwise I’d worry about you.

Banana For Scale

A frame of reference is like a “banana for scale” but for both time and space. If you assume that the banana isn’t morphing, you can use how long it takes for waves emitted from different points in the banana to bounce back and return in order to infer the distance and location of physical objects around it. Your technologically equipped banana can play the role of a frame of reference in all but the most extreme of conditions (it probably won’t work as you approach a black hole, for very non-trivial reasons involving severe tidal forces, but it’ll work fine otherwise).

Now the question that I want to ask is: how does the banana “know itself”? Seriously, if you are using points in the banana as your frame of reference, you are, in fact, the one who is capable of interpreting the data coming from the banana to paint a picture of your environment. But the banana isn’t doing that. It is you! The banana is merely an instrument that takes measurements. Its unity is assumed rather than demonstrated.

In fact, for the upper half of the banana to “comprehend” the shape of the other half (as well as its own), it must also rely on a presumed fixed frame of reference. However, it’s important to note that such information truly becomes meaningful only when interpreted by a human mind. In the realm of an atom-and-force-based ontology, the banana doesn’t precisely exist as a tangible entity. Your perception of it as a solid unit, providing direction and scale, is a practical assumption rather than an ontological certainty.

In fact, the moment we try to get a “frame of reference to know itself” you end up in an infinite regress, where smaller and smaller regions of the object are used as frames of reference to measure the rest. And yet, at no point does the information of these frames of reference “come together all at once”, except… of course… in your mind.

Are there ways to boostrap a *something* that aggregates and simultaneously expresses the information gathered across the banana (used as a frame of reference)? If you build a camera to take a snapshot of the, say, information displayed at each coordinate of the banana, the picture you take will have spatial extension and suffer from the same problem. If you think that the point at the aperture can itself capture all of the information at once, you will encounter two problems. If you are thinking of an idealized point-sized aperture, then we run into the problem that points don’t have parts, and therefore can’t contain multiple pieces of information at once. And if you are talking about a real, physical type of aperture, you will find that it cannot be smaller than the diffraction limit. So now you have the problem of how to integrate all of the information *across the whole area of the aperture* when it cannot shrink further without losing critical information. In either case, you still don’t have anything, anywhere, that is capable of simultaneously expressing all of the information of the frame of reference you chose. Namely, the coordinates you measure using a banana.

Let’s dig deeper. We are talking of a banana as a frame of reference. But what if we try to internalize the frame of reference. A lot of people like to think of themselves as the frame of reference that matters. But I ask you: what are your boundaries and how do the parts within those boundaries agree on what is happening?

Let’s say your brain is the frame of reference. Intuitively, one might feel like “this object is real to itself”. But here is where the magic comes. Make the effort to carefully trace how signals or measurements propagate in an object such as the brain. Is it fundamentally different than what happens with a banana? There might be more shortcuts (e.g. long axons) and the wiring could have complex geometry, but neither of these properties can ultimately express information “all at once”. The principle of uniformity says that every part of the universe follows the same universal physical laws. The brain is not an exception. In a way, the brain is itself a possible *expression* of the laws of physics. And in this way, it is no different than a banana.

Sorry, your brain is not going to be a better “ground” for your frame of reference than a banana. And that is because the same infinite recursion that happened with the banana when we tried to use it to ground our frame of reference into something concrete happens with your brain. And also, the same problem happens when we try to “take a snapshot of the state of the brain”, i.e. that the information also doesn’t aggregate in a natural way even in a high-resolution picture of the brain. It still has spatial extension and lacks objective boundaries of any causal significance.

Every single point in your brain has a different view. The universe won’t say “There is a brain here! A self-intimating self-defining object! It is a natural boundary to use to ground a frame of reference!” There is nobody to do that! Are you starting to feel the groundlessness? The bizarre feeling that, hey, there is no rational way to actually set a frame of reference without it falling apart into a gazillion different pieces, all of which have the exact same problem? I’ve been there. For years. But there is a way out. Sort of. Keep reading.

The question that should be bubbling up to the surface right now is: who, or what, is in charge of aggregating points of view? And the answer is: this does not exist and is impossible for it to exist if you start out in an ontology that has as the core building blocks relativistic particles and forces. There is no principled way to aggregate information across space and time that would result in the richness of simultaneous presentation of information that a typical human experience displays. If there is integration of information, and a sort of “all at once” presentation, the only kind of (principled) entity that this ontology would accept is the entire spacetime continuum as a gigantic object! But that’s not what we are. We are definite experiences with specific qualia and binding structures. We are not, as far as I can tell, the entire spacetime continuum all at once. (Or are we?).

If instead we focus on the fine structure of the field, we can look at mathematical features in it that would perhaps draw boundaries that are frame-invariant. Here is where a key insight becomes significant: the topology of a vector field is Lorentz invariant! Meaning, a Lorentz transformation will merely squeeze and sheer, but never change topology on its own. Ok, I admit I am not 100% sure that this holds for all of the topological features of the electromagnetic field (Creon Levit recently raised some interesting technical points that might make some EM topological features frame-dependent; I’ve yet to fully understand his argument but look forward to engaging with it). But what we are really pointing at is the explanation space. A moment ago we were desperate to find a way to ground, say, the reality of a banana in order to use it as a frame of reference. We saw that the banana conceptualized as a collection of atoms and forces does not have this capacity. But we didn’t inquire into other possible physical (though perhaps not *atomistic*) features of the banana. Perhaps, and this is sheer speculation, the potassium ions in the banana peel form a tight electromagnetic mesh that creates a protective Faraday cage for this delicious fruit. In that case, well, the boundaries of that protecting sheet would, interestingly, be frame invariant. A ground!

The 4th Dimension

There is a bit of a sleight of hand here, because I am not taking into account temporal depth, and so it is not entirely clear how large the banana, as a topological structure defined by the potassium ions protective sheer really is (again, this is totally made up! for illustration purposes only). The trick here is to realize that, at least in so far as experiences go, we also have a temporal boundary. Relativistically, there shouldn’t be a hard distinction between temporal and spatial boundaries of a topological pocket of the field. In practice, of course one will typically overwhelm the other, unless you approach the brain you are studying at close to the speed of light (not ideal laboratory conditions, I should add). In our paper, and for many years at QRI (iirc an insight by Michael Johnson in 2016 or so), we’ve talked about experiences having “temporal depth”. David Pearce posits that each fleeting macroscopic state of quantum coherence spanning the entire brain (the physical correlate of consciousness in his model) can last as little as a couple of femtoseconds. This does not seem to worry him: there is no reason why the contents of our experience would give us any explicit hint about our real temporal depth. I intuit that each moment of experience lasts much, much longer. I highly doubt that it can last longer than a hundred milliseconds, but I’m willing to entertain “pocket durations” of, say, a few dozens of milliseconds. Just long enough for 40hz gamma oscillations to bring disparate cortical micropockets into coherence, and importantly, topological union, and have this new new emergent object resonate (where waves bounce back and forth) and thus do wave computing worthwhile enough to pay the energetic cost of carefully modulating this binding operation. Now, this is the sort of “physical correlate of consciousness” I tend to entertain the most. Experiences are fleeting (but not vanishingly so) pockets of the field that come together for computational and causal purposes worthwhile enough to pay the price of making them.

An important clarification here is that now that we have this way of seeing frames of reference we can reconceptualize our previous confusion. We realize that simply labeling parts of reality with coordinates does not magically bring together the information content that can be obtained by integrating the signals read at each of those coordinates. But we suddenly have something that might be way better and more conceptually satisfying. Namely, literal topological objects with boundaries embedded in the spacetime continuum that contribute to the causal unfolding of the reality and are absolute in their existence. These are the objective and real frames of reference we’ve been looking for!

What’s So Special About Field Topology?

Two key points:

Topology is frame-invariant
Topology is causally significant

As already mentioned, the Lorentz Transform can squish and distort, but it doesn’t change topology. The topology of the field is absolute, not relativistic.

The Lorentz Transform can squish and distort, but it doesn’t change topology (image source).

And field topology is also causally significant. There are _many_ examples of this, but let me just mention a very startling one: magnetic reconnection. This happens when the magnetic field lines change how they are connected. I mention this example because when one hears about “topological changes to the fields of physics” one may get the impression that such a thing happens only in extremely carefully controlled situations and at minuscule scales. Similar to the concerns for why quantum coherence is unlikely to play a significant role in the brain, one can get the impression that “the scales are simply off”. Significant quantum coherence typically happens in extremely small distances, for very short periods of time, and involving very few particles at a time, and thus, the argument goes, quantum coherence must be largely inconsequential at scales that could plausibly matter for the brain. But the case of field topology isn’t so delicate. Magnetic reconnection, in particular, takes place at extremely large scales, involving enormous amount of matter and energy, with extremely consequential effects.

You know about solar flairs? Solar flairs are the strange phenomenon in the sun in which plasma is heated up to millions of degrees Kelvin and charged particles are accelerated to near the speed of light, leading to the emission of gigantic amounts of electromagnetic radiation, which in turn can ionize the lower levels of the Earth’s ionosphere, and thus disrupt radio communication (cf. radio blackouts). These extraordinary events are the result of the release of magnetic energy stored in the Sun’s corona via a topological change to the magnetic field! Namely, magnetic reconnection.

So here we have a real and tangible effect happening at a planetary (and stellar!) scale over the course of minutes to hours, involving enormous amounts of matter and energy, coming about from a non-trivial change to the topology of the fields of physics.

(example of magnetic reconnection; source)

Relatedly, coronal mass ejections (CMEs) also dependent on changes to the topology of the EM field. My layman understanding of CMEs is that they are caused by the build-up of magnetic stress in the sun’s atmosphere, which can be triggered by a variety of factors, including uneven spinning and plasma convection currents. When this stress becomes too great, it can cause the magnetic field to twist and trap plasma in solar filaments, which can then be released into interplanetary space through magnetic reconnection. These events are truly enormous in scope (trillions of kilograms of mass ejected) and speed (traveling at thousands of kilometers per second).

CME captured by NASA (source)

It’s worth noting that this process is quite complex/not fully understood, and new research findings continue to illuminate the details of this process. But the fact that topological effects are involved is well established. Here’s a video which I thought was… stellar. Personally, I think a program where people get familiar with the electromagnetic changes that happen in the sun by seeing them in simulations and with the sun visualized in many ways, might help us both predict better solar storms, and then also help people empathize with the sun (or the topological pockets that it harbors!).

“The model showed differential rotation causes the sun’s magnetic fields to stretch and spread at different rates. The researchers demonstrated this constant process generates enough energy to form stealth coronal mass ejections over the course of roughly two weeks. The sun’s rotation increasingly stresses magnetic field lines over time, eventually warping them into a strained coil of energy. When enough tension builds, the coil expands and pinches off into a massive bubble of twisted magnetic fields — and without warning — the stealth coronal mass ejection quietly leaves the sun.” (source)

Solar flares and CMEs are just two rather spectacular macroscopic phenomena where field topology has non-trivial causal effects. But in fact there is a whole zoo of distinct non-trivial topological effects with causal implications, such as: how the topology of the Möbius strip can constrain optical resonant modes, twisted topological defects in nematic liquid crystal make some images impossible, the topology of eddy currents can be recruited for shock absorption aka. “magnetic breaking”, Meissner–Ochsenfeld effect and flux pinning enabling magnetic levitation, Skyrmion bundles having potential applications for storing information in spinotropic devices, and so on.

(source)

In brief, topological structures in the fields of physics can pave the way for us to identify the natural units that correspond to “moments of experience”. They are frame-invariant and casually significant, and as such they “carve nature at its joints” while being useful from the point of view of natural selection.

Can a Topological Pocket “Know Itself”?

Now the most interesting question arises. How does a topological pocket “know itself”? How can it act as a frame of reference for itself? How can it represent information about its environment if it does not have direct access to it? Well, this is in fact a very interesting area of research. Namely, how do you get the inside of a system with a clear and definite boundary to model its environment despite having only information accessible at its boundary and the resources contained within its boundary? This is a problem that evolution has dealt with for over a billion years (last time I checked). And fascinatingly, is also the subject of study of Active Inference and the Free Energy Principle, whose math, I believe, can be imported to the domain of *topological* boundaries in fields (cf. Markov Boundary).

Here is where qualia computing, attention and awareness, non-linear waves, self-organizing principles, and even optics become extremely relevant. Namely, we are talking about how the *interior shape* of a field could be used in the context of life. Of course the cell walls of even primitive cells are functionally (albeit perhaps not ontologically) a kind of objective and causally significant boundary where this applies. It is enormously adaptive for the cell to use its interior, somehow, to represent its environment (or at least relevant features thereof) in order to navigate, find food, avoid danger, and reproduce.

The situation becomes significantly more intricate when considering highly complex and “evolved” animals such as humans, which encompass numerous additional layers. A single moment of experience cannot be directly equated to a cell, as it does not function as a persistent topological boundary tasked with overseeing the replication of the entire organism. Instead, a moment of experience assumes a considerably more specific role. It acts as an exceptionally specialized topological niche within a vast network of transient, interconnected topological niches—often intricately nested and interwoven. Together, they form an immense structure equipped with the capability to replicate itself. Consequently, the Darwinian evolutionary dynamics of experiences operate on multiple levels. At the most fundamental level, experiences must be selected for their ability to competitively thrive in their immediate micro-environment. Simultaneously, at the broadest level, they must contribute valuable information processing functions that ultimately enhance the inclusive fitness of the entire organism. All the while, our experiences must seamlessly align and “fit well” across all the intermediary levels.

Visual metaphor for how myriad topological pockets in the brain could briefly fuse and become a single one, and then dissolve back into a multitude.

The way this is accomplished is by, in a way, “convincing the experience that it is the organism”. I know this sounds crazy. But ask yourself. Are you a person or an experience? Or neither? Think deeply about Empty Individualism and come back to this question. I reckon that you will find that when you identify with a moment of experience, it turns out that you are an experience *shaped* in the form of the necessary survival needs and reproductive opportunities that a very long-lived organism requires. The organism is fleetingly creating *you* for computational purposes. It’s weird, isn’t it?

The situation is complicated by the fact that it seems that the computational properties of topological pockets of qualia involve topological operations, such as fusion, fission, and the use of all kinds of internal boundaries. More so, the content of a particular experience leaves an imprint in the organism which can be picked up by the next experience. So what happens here is that when you pay really close attention, and you whisper to your mind, “who am I?”, the direct experiential answer will in fact be a slightly distorted version of the truth. And that is because you (a) are always changing and (b) can only use the shape of the previous experience(s) to fill the intentional content of your current experience. Hence, you cannot, at least not under normal circumstances, *really* turn awareness to itself and *be* a topological pocket that “knows itself”. For once, there is a finite speed of information propagation across the many topological pockets that ultimately feed to the central one. So, at any given point in time, there are regions of your experience of which you are *aware* but which you are not attending to.

This brings us to the special case. Can an experience be shaped in such a way that it attends to itself fully, rather than attend to parts of itself which contain information about the state of predecessor topological pockets? I don’t know, but I have a strong hunch that the answer is yes and that this is what a meditative cessation does. Namely, it is a particular configuration of the field where attention is perfectly, homogeneously, distributed throughout in such a way that absolutely nothing breaks the symmetry and the experience “knows itself fully” but lacks any room left to pass it on to the successor pockets. It is a bittersweet situation, really. But I also think that cessations, and indeed moments of very homogeneously distributed attention, are healing for the organism, and even, shall we say, for the soul. And that is because they are moments of complete relief from the discomfort of symmetry breaking of any sort. They teach you about how our world simulation is put together. And intellectually, they are especially fascinating because they may be the one special case in which the referent of an experience is exactly, directly, itself.

To be continued…

Acknowledgements

I am deeply grateful and extend my thanks to Chris Percy for his remarkable contributions and steadfast dedication to this field. His exceptional work has been instrumental in advancing QRI’s ideas within the academic realm. I also want to express my sincere appreciation to Michael Johnson and David Pearce for our enriching philosophical journey together. Our countless discussions on the causal properties of phenomenal binding and the temporal depth of experience have been truly illuminating. A special shout-out to Cube Flipper, Atai Barkai, Dan Girshovic, Nir Lahav, Creon Levit, and Bijan Fakhri for their recent insightful discussions and collaborative efforts in this area. Hunter, Maggie, Anders (RIP), and Marcin, for your exceptional help. Huge gratitude to our donors. And, of course, a big thank you to the vibrant “qualia community” for your unwavering support, kindness, and encouragement in pursuing this and other crucial research endeavors. Your love and care have been a constant source of motivation. Thank you so much!!!

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

Posted on June 19, 2022 by algekalipso

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

What do we desire for a theory of consciousness?

We want it to explain why and how the structure of our experience is computationally relevant. Why would nature bother to wire, not only information per se, but our experiences in richly structured ways that seem to track task-relevant computation (though at times in elusive ways)?

I think we can derive an explanation here. It is both very theoretically satisfying and literally mind-bending. This allows us to rule out vast classes of computing systems as having no more than computationally trivial conscious experiences.

TL;DR: We have richly textured bound experiences precisely because the boundaries that individuate us also allow us to act as individuals in many ways. This individual behavior can reflect features of the state of the entire organism in energy-efficient ways. Evolution can recruit this individual, yet holistic, behavior due to its computational advantages. We think that the boundary might be the result of topological segmentation in physical fields.

Marr’s Levels of Analysis and the Being/Form Boundary

One lens we can use to analyze the possibility of sentience in systems is this conceptual boundary between “being” and “form”. Here “being” refers to the interiority of things- their intrinsic likeness. “Form” on the other hand refers to how they appear from the outside. Where you place the being/form boundary influences how you make sense of the world around you. One factor that seems to be at play for where you place the being/form boundary is your implicit background assumptions about consciousness. In particular, how you think of consciousness in relation to Marr’s levels of analysis:

If you locate consciousness at the computational (or behavioral) level, then the being/form boundary might be computation/behavior. In other words, sentience simply is the performance of certain functions in certain contexts.
If you locate it at the algorithmic level, then the being/form boundary might become algorithm/computation. Meaning that what matters for the inside is the algorithm, whereas the outside (the form) is the function the algorithm produces.
And if you locate it at the implementation level, you will find that you identify being with specific physical situations (such as phases of matter and energy) and form as the algorithms that they can instantiate. In turn, the being/form boundary looks like crystals & bubbles & knots of matter and energy vs. how they can be used from the outside to perform functions for each other.

How you approach the question of whether a given chatbot is sentient will drastically depend on where you place the being/form boundary.

Many arguments against the sentience of particular computer systems are based on algorithmic inadequacy. This, for example, takes the form of choosing a current computational theory of mind (e.g. global workspace theory) and checking if the algorithm at play has the bare bones you’d expect a mind to have. This is a meaningful kind of analysis. And if you locate the being/form boundary at the algorithmic level then this is the only kind of analysis that seems to make sense.

What stops people from making successful arguments concerning the implementation level of analysis is confusion about the function for consciousness. So which physical systems are or aren’t conscious seems to be inevitably an epiphenomenalist construct. Meaning that drawing boundaries around systems with specific functions is an inherently fuzzy activity and any criteria we choose for whether a system is performing a certain function will be at best a matter of degree (and opinion).

The way of thinking about phenomenal boundaries I’m presenting in this post will escape this trap.

But before we get there, it’s important to point out the usefulness of reasoning about the algorithmic layer:

Algorithmic Structuring as a Constraint

I think that most people who believe that digital sentience is possible will concede that at least in some situations The Chinese Room is not conscious. The extreme example is when the content of the Chinese Room turns out to be literally a lookup table. Here a simple algorithmic concern is sufficient to rule out its sentience: a lookup table does not have an inner state! And what you do, from the point of view of its inner workings, is the same no matter if you relabel which input goes with what output. Whatever is inscribed in the lookup table (with however many replies and responses as part of the next query) is not something that the lookup table structurally has access to! The lookup table is, in an algorithmic sense, blind to what it is and what it does*. It has no mirror into itself.

Algorithmic considerations are important. To not be a lookup table, we must have at least some internal representations. We must consider constraints on “meaningful experience”, such as probably having at least some of, or something analogous to: a decent number of working memory slots (and types), a good size of visual field, resolution of color in terms of Just Noticeable Differences, and so on. If your algorithm doesn’t even try to “render” its knowledge in some information-rich format, then it may lack the internal representations needed to really “understand”. Put another way: imagine that your experience is like a Holodeck. Ask the question of what is the lower bound on the computational throughput of each sensory modality and their interrelationships. Then see if the algorithm you think can “understand” has internal representations of that kind at all.

Steel-manning algorithmic concerns involves taking a hard look at the number of degrees of freedom of our inner world-simulation (in e.g. free-wheeling hallucinations) and making sure that there are implicit or explicit internal representations with roughly similar computational horsepower as those sensory channels.

I think that this is actually an easy constraint to meet relative to the challenge of actually creating sentient machines. But it’s a bare minimum. You can’t let yourself be fooled by a lookup table.

In practice, the AI researchers will just care about metrics like accuracy, meaning that they will use algorithmic systems with complex internal representations like ours only if it computationally pays off to do so! (Hanson in Age of EM makes the bet it that it is worth simulating a whole high-performing human’s experience; Scott points out we’d all be on super-amphetamines). Me? I’m extremely skeptical that our current mindstates are algorithmically (or even thermodynamically!) optimal for maximally efficient work. But even if normal human consciousness or anything remotely like it was such a global optimum that any other big computational task routes around to it as an instrumental goal, I still think we would need to check if the algorithm does in fact create adequate internal representations before we assign sentience to it.

Thankfully I don’t think we need to go there. I think that the most crucial consideration is that we can rule out a huge class of computing systems ever being conscious by identifying implementation-level constraints for bound experiences. Forget about the algorithmic level altogether for a moment. If your computing system cannot build a bound experience from the bottom up in such a way that it has meaningful holistic behavior, then no matter what you program into it, you will only have “mind dust” at best.

What We Want: Meaningful Boundaries

In order to solve the boundary problem we want to find “natural” boundaries in the world to scaffold off of those. We take on the starting assumption that the universe is a gigantic “field of consciousness” and the question of how atoms come together to form experiences becomes how this field becomes individuated into experiences like ours. So we need to find out how boundaries arise in this field. But these are not just any boundary, but boundaries that are objective, frame-invariant, causally-significant, and computationally-useful. That is, boundaries you can do things with. Boundaries that explain why we are individuals and why creating individual bound experiences was evolutionarily adaptive; not only why it is merely possible but also advantageous.

My claim is that boundaries with such properties are possible, and indeed might explain a wide range of puzzles in psychology and neuroscience. The full conceptually satisfying explanation results from considering two interrelated claims and understanding what they entail together. The two interrelated claims are:

(1) Topological boundaries are frame-invariant and objective features of physics

(2) Such boundaries are causally significant and offer potential computational benefits

I think that these two claims combined have the potential to explain the phenomenal binding/boundary problem (of course assuming you are on board with the universe being a field of consciousness). They also explain why evolution was even capable of recruiting bound experiences for anything. Namely, that the same mechanism that logically entails individuation (topological boundaries) also has mathematical features useful for computation (examples given below). Our individual perspectives on the cosmos are the result of such individuality being a wrinkle in consciousness (so to speak) having non-trivial computational power.

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

And the technical reason why topological segmentation provides the solution is that with it: (1) no strong emergence is required because behavioral holism is only weakly emergent on the laws of physics, (2) we sidestep the hard problem via panpsychism, (3) phenomenal binding is not epiphenomenal because the topological segments have holistic causal effects (such that evolution would have a reason to select for them), and (4) we build on top of the laws of physics rather than introduce new clauses to account for what happens in the nervous system. In this post you’ll get a general walkthrough of the solution. The fully rigorous, step by step, line of argumentation will be presented elsewhere. Please see the video for the detailed breakdown of alternative solutions to the binding/boundary problem and why they don’t work.

Holistic (Field) Computing

A very important move that we can make in order to explore this space is to ask ourselves if the way we think about a concept is overly restrictive. In the case of computation, I would claim that the concept is either applied extremely vaguely or that making it rigorous makes its application so narrow that it loses relevance. In the former case we have the tendency for people to equate consciousness with computation in a very abstract level (such as “resource gathering” and “making predictions” and “learning from mistakes”). In the latter we have cases where computation is defined in terms of computable functions. The conceptual mistake to avoid is to think that just because you can compute a function with a Turing machine, that therefore you are creating the same inner (bound or not) physical states along the way. And while yes, it would be possible to approximate the field behavior we will discuss below with a Turing machine, it would be computationally inefficient (as it would need to simulate a massively parallel system) and lack the bound inner states (and their computational speedups) needed for sentience.

The (conceptual engineering) move I’m suggesting we make is to first of all enrich our conception of computation. To notice that we’ve lived with an impoverished notion all along.

I suggest that our conception of computation needs to be broad enough to include bound states as possible meaningful inputs, internal steps and representations, and outputs. This enriched conception of computation would be capable of making sense of computing systems that work with very unusual inputs and outputs. For instance, it has no problem thinking of a computer that takes as input chaotic superfluid helium and returns soap bubble clusters as outputs. The reason to use such exotic medium is not to add extra steps, but in fact to remove extra steps by letting physics do the hard work for you.

(source)

To illustrate just one example of what you can do with this enriched paradigm of computing I am trying to present to you, let’s now consider the hidden computational power of soap films. Say that you want to connect three poles with a wire. And you want to minimize how much wire you use. One option is to use trigonometry and linear algebra, another one is to use numerical simulations. But an elegant alternative is to create a model of the poles between two parallel planes and then submerge the structure in soapy water.

Letting the natural energy-minimizing property of soap bubbles find the shortest connection between three poles is an interesting way of performing a computation. It is uniquely adapted to the problem without needing tweaks or adjustments – the self-organizing principle will work the same (within reason) wherever you place the poles. You are deriving computational power from physics in a very customized way that nonetheless requires no tuning or external memory. And it’s all done simply by each point of the surface wanting to minimize its tension. Any non-minimal configuration will have potential energy, which then gets transformed into kinetic energy and makes it wobble, and as it wobbles it radiates out its excess energy until it reaches a configuration where it doesn’t wobble anymore. So you have to make the solution of your problem precisely a non-wobbly state!

In this way of thinking about computation, an intrinsic part of the question about what kind of thing a computation is will depend on what physical processes were utilized to implement it. In essence, we can (and I think should) enrich our very conception of computation to include what kind of internal bound states the system is utilizing, and the extent to which the holistic physical effects of such inner states are computationally trivial or significant.

We can call this paradigm of computing “Holistic Computing”.

From Soap Bubbles to ISING-Solvers Meeting Schedulers Implemented with Lasers

Let’s make a huge jump from soap water-based computation. A much more general case that is nonetheless in the same family as using soap bubbles for compute, is having a way to efficiently solve the ISING problem. In particular, having an analog physics-based annealing method in this case comes with unique computational benefits: it turns out that non-linear optics can do this very efficiently. You are in a certain way using the universe’s very frustration with the problem (don’t worry I don’t think it suffers) to get it solved. Here is an amazing recent example: Ising Machines: Non-Von Neumann Computing with Nonlinear Optics – Alireza Marandi – 6/7/2019 (presented at Caltech).

The person who introduces Marandi in the video above is Kwabena Boahen, with whom I had the honor to take his course at Stanford (and play with the neurogrid!). Back in 2012 something like the neurogrid seemed like the obvious path to AGI. Today, ironically, people imagine scaling transformers is all you need. Tomorrow, we’ll recognize the importance of holistic field behavior and the boundary problem.

One way to get there on the computer science front will be by first demonstrating a niche set of applications where e.g. non-linear optics ISING solvers vastly outperform GPUs for energy minimization tasks in random graphs. But as the unique computational benefits become better understood, we will sooner or later switch from thinking about how to solve our particular problem, to thinking about how we can cast our particular problem as an ISING/energy minima problem so that physics solves the problem for us. It’s like having a powerful computer but it only speaks a very specific alien language. If you can translate your problem into its own terms, it’ll solve it at lightning speed. If you can’t, it will be completely useless.

Intelligence: Collecting and Applying Self-Organizing Principles

This takes us to the question of whether general intelligence is possible without switching to a Holistic Computing paradigm. Can you have generally intelligent (digital) chatbots? In some senses, yes. In perhaps the most significant sense, no.

Intelligence is a contentious topic (see here David Pearce’s helpful breakdown of 6 of its facets). One particular facet of intelligence that I find enormously fascinating and largely under-explored is the ability to make sense of new modes of consciousness and then recruit them for computational and aesthetic purposes. THC and music production have a long history of synergy, for instance. A composer who successfully uses THC to generate musical ideas others find novel and meaningful is applying this sort of intelligence. THC-induced states of consciousness are largely dysfunctional for a lot of tasks. But someone who utilizes the sort of intelligence (or meta-intelligence) I’m pointing to will pay attention to the features of experience that do have some novel use and lean on those. THC might impair working memory, but it also expands and stretches musical space. Intensifies reverb, softens rough edges in heart notes, increases emotional range, and adds synesthetic brown noise (which can enhance stochastic resonance). With wit and determination (and co-morbid THC/music addiction), musical artists exploit the oddities of THC musicality to great effect, arguably some much more successfully than others.

The kind of reframe that I’d like you to consider is that we are all in fact something akin to these stoner musicians. We were born with this qualia resonator with lots of cavities, kinds of waves, levels of coupling, and so on. And it took years for us to train it to make adaptive representations of the environment. Along the way, we all (typically) develop a huge repertoire of self-organizing principles we deploy to render what we believe is happing out there in the world. The reason why an experience of “meditation on the wetness of water” can be incredibly powerful is not because you are literally tuning into the resonant frequency of the water around you and in you. No, it’s something very different. You are creating the conditions for the self-organizing principle that we already use to render our experiences with water to take over as the primary organizer of our experience. Since this self-organizing principle does not, by its nature, generate a center, full absorption into “water consciousness” also has a no-self quality to it. Same with the other elements. Excitingly, this way of thinking also opens up our mind about how to craft meditations from first principles. Namely, by creating a periodic table of self-organizing principles and then systematically trying combinations until we identify the laws of qualia chemistry.

You have to come to realize that your brain’s relationship with self-organizing principles is like that of a Pokémon trainer and his Pokémon (ideally in a situation where Pokémon play the Glass Bead Game with each other rather than try to hurt each other– more on that later). Or perhaps like that of a mathematician and clever tricks for proofs, or a musician and rhythmic patterns, and so on. Your brain is a highly tamed inner space qualia warp drive usually working at 1% or less. It has stores of finely balanced and calibrated self-organizing principles that will generate the right atmospheric change to your experience at the drop of a hat. We are usually unaware of how many moods, personalities, contexts, and feelings of the passage of time there are – your brain tries to learn them all so it has them in store for whenever needed. All of a sudden: haze and rain, unfathomable wind, mercury resting motionless. What kind of qualia chemistry did your brain just use to try to render those concepts?

We are using features of consciousness -and the self-organizing principles it affords- to solve problems all the time without explicitly modeling this fact. In my conception of sentient intelligence, being able to recruit self-organizing principles of consciousness for meaningful computation is a pillar of any meaningfully intelligent mind. I think that largely this is what we are doing when humans become extremely good at something (from balancing discs to playing chess and empathizing with each other). We are creating very specialized qualia by finding the right self-organizing principles and then purifying/increasing their quality. To do an excellent modern day job that demands constraint satisfaction at multiple levels of analysis at once likely requires us to form something akin to High-Entropy Alloys of Consciousness. That is, we are usually a judiciously chosen mixture of many self-organizing principles balanced just right to produce a particular niche effect.

Meta-Intelligence

David Pearce’s conception of Full-spectrum Superintelligence is inspiring because it takes into account the state-space of consciousness (and what matters) in judging the quality of a certain intelligence in addition to more traditional metrics. Indeed, as another key conceptual engineering move, I suggest that we can and need to enrich our conception of intelligence in addition to our conception of computation.

So here is my attempt at enriching it further and adding another perspective. One way we can think of intelligence is as the ability to map a problem to a self-organizing principle that will “solve it for you” and having the capacity to instantiate that self-organizing principle. In other words, intelligence is, at least partly, about efficiency: you are successful to the extent that you can take a task that would generally require a large number of manual operations (which take time, effort, and are error-prone) and solve it in an “embodied” way.

Ultimately, a complex system like the one we use for empathy mixes both serial and parallel self-organizing principles for computation. Empathy is enormously cognitively demanding rather than merely a personality trait (e.g. agreeableness), as it requires a complex mirroring capacity that stores and processes information in efficient ways. Exploring exotic states of consciousness is even more computationally demanding. Both are error-prone.

Succinctly, I suggest we consider:

One key facet of intelligence is the capacity to solve problems by breaking them down into two distinct subproblems: (1) find a suitable self-organizing principle you can instantiate reliably, and (2) find out how to translate your problem to a format that our self-organizing principle can be pointed at so that it solves it for us.

Here is a concrete example. If you want to disentangle a wire, you can try to first put it into a discrete datastructure like a graph, and then get the skeleton of the knot in a way that allows you to simplify it with Reidemeister moves (and get lost in the algorithmic complexity of the task). Or you could simply follow the lead of Yu et al. 2021 and make the surfaces repulsive and let this principle solve the problem for you.

(source)

These repulsion-based disentanglement algorithm are explained in this video. Importantly, how to do this effectively still needs fine tuning. The method they ended up using was much faster than the (many) other ones tried (a Full-Spectrum Superintellligence would be able to “wiggle” the wires a bit if they got stuck, of course):

(source)

This is hopefully giving you new ways of thinking about computation and intelligence. The key point to realize is that these concepts are not set in stone, and to a large extent may limit our thinking about sentience and intelligence.

Now, I don’t believe that if you simulate a self-organizing principle of this sort you will get a conscious mind. The whole point of using physics to solve your problem is that in some cases you get better performance than algorithmically representing a physical system and then using that simulation to instantiate self-organizing principles. Moreover physics simulations, to the extent they are implemented in classical computers, will fail to generate the same field boundaries that would be happening in the physical system. To note, physics-inspired simulations like [Yu et al 2021] are nonetheless enormously helpful to illustrate how to think of problem-solving with a massively parallel analog system.

Are Neural Cellular Automata Conscious?

The computational success of Neural Cellular Automata is primarily algorithmic. In essence, digitally implemented NCA are exploring a paradigm of selection and amplification of self-organizing principles, which is indeed a very different way of thinking about computation. But critically any NCA will still lack sentience. The main reasons are that they (a) don’t use physical fields with weak downward causation, and (b) don’t have a mechanism for binding/boundary making. Digitally-implemented cellular automata may have complex emergent behavior, but they generate no meaningful boundaries (i.e. objective, frame-invariant, causally-significant, and computationally-useful). That said, the computational aesthetic of NCA can be fruitfully imported to the study of Holistic Field Computing, in that the techniques for selecting and amplifying self-organizing principles already solved for NCAs may have analogues in how the brain recruits physical self-organizing principles for computation.

Exotic States of Consciousness

Perhaps one of the most compelling demonstrations of the possible zoo (or jungle) of self-organizing principles out of which your brain is recruiting but a tiny narrow range is to pay close attention to a DMT trip.

DMT states of consciousness are computationally non-trivial on many fronts. It is difficult to emphasize how enriched the set of experiential building blocks becomes in such states. Their scientific significance is hard to overstate. Importantly, the bulk of the computational power on DMT is dedicated to trying to make the experience feel good and not feel bad. The complexity involved in this task is often overwhelming. But one could envision a DMT-like state in which some parameters have been stabilized in order to recruit standardized self-organizing principles available only in a specific region of the energy-information landscape. I think that cataloguing the precise mathematical properties of the dynamics of attention and awareness on DMT will turn out to have enormous _computational_ value. And a lot of this computational value will generally be pointed towards aesthetic goals.

To give you a hint of what I’m talking about: A useful QRI model (indeed, algorithmic reduction) of the phenomenology of DMT is that it (a) activates high-frequency metronomes that shake your experience and energize it with a high-frequency vibe, and (b) a new medium of wave propagation gets generated that allows very disparate parts of one’s experience to interact with one another.

At a sufficient dose, DMT’s secondary effect also makes your experience feel sort of “wet” and “saturated”. Your whole being can feel mercurial and liquidy (cf: Plasmatis and Jim Jam). A friend speculates that’s what it’s like for an experience to be one where everything is touching everything else (all at once).

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

To a first approximation, I posit that the complex geometry of DMT experiences are indeed the non-linearities of the DMT-induced wave propagation medium that appear when it is sufficiently energized (so that it transitions from the linear to the non-linear regime). In other words, the complex hallucinations are energized patterns of non-linear resonance trying to radiate out their excess energy. Indeed, as you come down you experience the phenomenon of condensation of shapes of qualia.

Now, we currently don’t know what computational problems this uncharted cornucopia of self-organizing principles could solve efficiently. The situation is analogous to that of the ISING Solver discussed above: we have an incredibly powerful alien computer that will do wonders if we can speak its language, and nothing useful otherwise. Yes, DMT’s computational power is an alien computer in search of a problem that will fit its technical requirements.

Vibe-To-Shape-And-Back

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

One of the cool phenomenological observations Lehar made based on his exploration with DXM was that each phenomenal object has its own resonant frequency. In particular, each object is constructed with waves interfering with each other at a high-enough energy that they bounce off each other (i.e. are non-linear). The relative vibration of the phenomenal objects is a function of the frequencies of resonance of the waves of energy bouncing off each other that are constructing the objects.

In this way, we can start to see how a “vibe” can be attributed to a particular phenomenal object. In essence, long intervals will create lower resonant frequencies. And if you combine this insight with QRI paradigms, you see how the vibe of an experience can modulate the valence (e.g. soft ADSR envelopes and consonance feeling pleasant, for instance). Indeed, on DMT you get to experience the high-dimensional version of music theory, where the valence of a scene is a function of the crazy-complex network of pairwise interactions between phenomenal objects with specific vibratory characteristics. Give thanks to annealing because tuning this manually would be a nightmare.

But then there is the “global” vibe…

Topological Pockets

So far I’ve provided examples of how Holistic Computing enriches our conception of intelligence, computing, and how it even shows up in our experience. But what I’ve yet to do is connect this with meaningful boundaries, as we set ourselves to do. In particular, I haven’t explained why Holistic Computing would arise out of topological boundaries.

For the purpose of this essay I’m defining a topological segment (or pocket) to be a region that can’t be expanded further without this becoming false: every point in the region locally belongs to the same connected space.

The Balloons’ Case

In the case of balloons this cashes out as: a topological segment is one where each point can go to any other point without having to go through connector points/lines/planes. It’s essentially the set of contiguous surfaces.

Now, each of these pockets can have both a rich set of connections to other pockets as well as intricate internal boundaries. The way we could justify Computational Holism being relevant here is that the topological pockets trap energy, and thus allow the pocket to vibrate in ways that express a lot of holistic information. Each contiguous surface makes a sound that represents its entire shape, and thus behaves as a unit in at least this way.

The General Case

An important note here is that I am not claiming that (a) all topological boundaries can be used for Holistic Computing, or (b) to have Holistic Computing you need to have topological boundaries. Rather, I’m claiming that the topological segmentation responsible for individuating experiences does have applications for Holistic Computing and that this conceptually makes sense and is why evolution bothered to make us conscious. But for the general case, you probably do get quite a bit of both Holistic Computing without topological segmentation and vice versa. For example an LC circuit can be used for Holistic Computing on the basis of its steady analog resonance, but I’m not sure if it creates a topological pocket in the EM fields per se.

At this stage of the research we don’t have a leading candidate for the precise topological feature of fields responsible for this. But the explanation space is promising based on being able to satisfy theoretical constraints that no other theory we know of can.

But I can nonetheless provide a proof of concept for how a topological pocket does come with really impactful holism. Let’s dive in!

Getting Holistic Behavior Out of a Topological Pocket

Creating a topological pocket may be consequential in one of several ways. One option for getting holistic behavior arises if you can “trap” energy in the pocket. As a consequence, you will energize its harmonics. The particular way the whole thing vibrates is a function of the entire shape at once. So from the inside, every patch now has information about the whole (namely, by the vibration it feels!).**

(image source)

One possible overarching self-organizing principle that the entire pocket may implement is valence-gradient ascent. In particular, some configurations of the field are more pleasant than others and this has to do with the complexity of the global vibe. Essentially, the reason no part of it wants to be in a pocket with certain asymmetries, is because those asymmetries actually make themselves known everywhere within the pocket by how the whole thing vibrates. Therefore, for the same reason a soap bubble can become spherical by each point on the surface trying to locally minimize tension, our experiences can become symmetrical and harmonious by having each “point” in them trying to maximize its local valence.

Self Mirroring

And here we arrive at perhaps one of the craziest but coolest aspects of Holistic Computing I’ve encountered. Essentially, if we go to the non-linear regime, then the whole vibe is not merely just the weighted sum of the harmonics of the system. Rather, you might have waves interfere with each other in a concentrated fashion in the various cores/clusters, and in turn these become non-linear structures that will try to radiate out their energy. And to maximize valence there needs to be a harmony between the energy coming in and out of these dense non-linearities. In our phenomenology this may perhaps point to our typical self-consciousness. In brief, we have an internal avatar that “reflects” the state of the whole! We are self-mirroring machines! Now this is really non-trivial (and non-linear) Holistic Computing.

Cut From the Same Fabric

So here is where we get to the crux of the insight. Namely, that weakly emergent topological changes can simultaneously have non-trivial causal/computational effects while also solving the boundary problem. We avoid strong emergence but still get a kind of ontological emergence: since consciousness is being cut out of one huge fabric of consciousness, we don’t ever need strong emergence in the form of “consciousness out of the blue all of a sudden”. What you have instead is a kind of ontological birth of an individual. The boundary legitimately created a new being, even if in a way the total amount of consciousness is the same. This is of course an outrageous claim (that you can get “individuals” by e.g. twisting the electric field in just the right way). But I believe the alternatives are far crazier once you understand what they entail.

In a Nutshell

To summarize, we can rule out any of the current computational systems implementing AI algorithms to have anything but trivial consciousness. If there are topological pockets created by e.g. GPUs/TPUs, they are epiphenomenal – the system is designed so that only the local influences it has hardcoded can affect the behavior at each step.

The reason the brain is different is that it has open avenues for solving the boundary problem. In particular, a topological segmentation of the EM field would be a satisfying option, as it would simultaneously give us both holistic field behavior (computationally useful) and a genuine natural boundary. It extends the kind of model explored by Johnjoe McFadden (Conscious Electromagnetic Information Field) and Susan Pockett (Consciousness Is a Thing, Not a Process). They (rightfully) point out that the EM field can solve the binding problem. The boundary problem, in turn, emerges. With topological boundaries, finally, you can get meaningful boundaries (objective, frame-invariant, causally-significant, and computationally-useful).

This conceptual framework both clarifies what kind of system is at minimum required for sentience, and also opens up a research paradigm for systematically exploring topological features of the fields of physics and their plausible use by the nervous system.

* See the “Self Mirroring” section to contrast the self-blindness of a lookup table and the self-awareness of sentient beings.

** More symmetrical shapes will tend to have more clean resonant modes. So to the extent that symmetry tracks fitness on some level (e.g. ability to shed off entropy), then quickly estimating the spectral complexity of an experience can tell you how far it is from global symmetry and possibly health (explanation inspired by: Johnson’s Symmetry Theory of Homeostatic Regulation).

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

Posted on February 2, 2022 by algekalipso

[Context: 4th in a series of 7-video packages. See the previous three packages: 1st, 2nd, and 3rd]

Cognitive Sovereignty: How Do You Incentivize Genuinely New Thoughts? (link)

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

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

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

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

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

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

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

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

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

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

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

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

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

Relevant links:

Towards an Enlightened Phenomenology of Scent: What’s an Aromatic Fougère at the Deepest Level? (link)

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

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

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

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

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

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

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

~Qualia of the Day: Aromatic Fougères~

* Extremely ill-advised.

Relevant links:

Are Others Conscious? Solving the Problem of Other Minds with Mindmelding and Phenomenal Puzzles (link)

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

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

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

~Qualia of the Day: Wire Puzzles~

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

Relevant links:

A Workable Solution to the Problem of Other Minds
Beyond Turing: A Solution to the Problem of Other Minds Using Mindmelding and Phenomenal Puzzles (and video)
Wada Test + Phenomenal Puzzles: Testing the Independent Consciousness of Individual Brain Hemispheres (Quintin Frerichs)
Generalized Wada Test and the Total Order of Consciousness
Why Does Anything Exist? Zero Ontology, Physical Information, and Pure Awareness
Hyperbolic geometry of the olfactory space (Zhou, Smith, Sharpee)
Letter from Utopia (Nick Bostrom)
A Debate on Animal Consciousness (pretty much a “who is who” of the people in the rationalist community who have strong views about consciousness)
Other Minds (SEP)
The QRI Ecosystem: Friends, Collaborators, Blogs, Media, and Adjacent Communities

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

Paradigm-Shifting Qualia Research Methods: How to Take Exotic States of Consciousness Seriously (link)

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

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

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

~Qualia of the Day: Being Taken Seriously~

Relevant links:

Are Higher Dimensions Real? From Numerology to Precision Xenovalence – 4 5 6 8 10 12 16 20 24 32 (link)

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

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

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

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

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

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

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

~Qualia of the Day: Numerology~

Relevant links:

Kaleidophone (first “philosophical toy”)
Harmonograph
A Primer on the Symmetry Theory of Valence (Michael E. Johnson)
Welcoming Steven Lehar as a QRI Lineage
The Symmetry Theory of Valence: 2020 Presentation
Relating Tuning and Timbre (William A. Sethares)
A Big State-Space of Consciousness
Speculative Exomusicology (William A. Sethares)
The Hyperbolic Geometry of DMT Experiences (@Harvard Science of Psychedelics Club)
Gómez-Emilsson (2016, Dec. 12). The Hyperbolic Geometry of DMT Experiences: Symmetries, Sheets, and Saddled Scenes
4D Toys: a box of four-dimensional toys, and how objects bounce and roll in 4D
A Single 3N-Dimensional Universe: Splitting vs. Decoherence (Alyssa Ney, David Z Albert)

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

Solving the Phenomenal Binding Problem: Topological Segmentation as the Correct Explanation Space (link)

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

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

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

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

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

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

Cellular Automata
Complexity
Synchrony
Integrated Information
Causality
Spatial Proximity
Behavioral Coherence
Mach Principle
Resonance

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

10. Topological segmentation

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

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

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

Relevant links:

Qualia Computing: How Conscious States Are Used For Efficient And Non-Trivial Information Processing (link)

Why are we conscious?

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

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

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

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

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

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

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

To summarize: the reason we are conscious is because being conscious allows you to recruit self-organizing principles that can run on a massively parallel fashion in order to find solutions to problems at [wave propagation] speed. Importantly, this predicts it’s possible to use e.g. a visual field on DMT in order to quickly find the “energy minima” of a physical state that has been properly calibrated to correspond to the dynamics of a worldsheet in that state. This is falsifiable and exciting.

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

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

Relevant links:

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

Posted on January 9, 2021 by algekalipso

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

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

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.

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

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.

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:

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.
Kindling – How long-term use leads to neural annealing of the “withdrawal neural patterns”.
Amnesia effects prevent you from remembering the good parts/only remembering the bad parts.
Neurotoxicity from long-term benzo use makes it harder for your brain to heal.
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”).
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).

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:

Hyperbolic geometry and mathematical complexity; experiencing “impossible objects”.
Incredibly high-resolution multi-modal integration: hallucinations are “coherent” across senses.
Philosophical qualia enhancement: it alters not only your senses and emotions, but also “the way you organize models of reality”.
More “energized” experiences feel inherently more real, and DMT can increase the energy parameter to an extreme degree.
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.
DMT can give you powerful hallucinations in every modality: not only visual hallucinations, but also tactile, auditory, scent, taste, and proprioception.
Novel and exotic feelings of “electromagnetism”.
Sense of “wisdom”.
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]

That’s it for now!

Please feel free to suggest topics for future videos!

Infinite bliss!

– Andrés

Types of Binding

Posted on October 16, 2020 by algekalipso

Excerpt from “Mindmelding: Consciousness, Neuroscience, and the Mind’s Privacy” (2012) by William Hirstein (pgs. 57-58 and 64-65)

The Neuroscience of Binding

When you experience an orchestra playing, you see them and hear them at the same time. The sights and sounds are co-conscious (Hurley, 2003; de Vignemont, 2004). The brain has an amazing ability to make everything in consciousness co-conscious with everything else, so that the co-conscious relation is transitive: That means, if x is co-conscious with y, and y is co-conscious with z, then x is co-conscious with z. Brain researchers hypothesized that the brain’s method of achieving co-consciousness is to link the different areas embodying each portion of the brain state by a synchronizing electrical pulse. In 1993, Linás and Ribary proposed that these temporal binding processes are responsible for unifying information from the different sensory modalities. Electrical activity, “manifested as variations in the minute voltage across the cell’s enveloping membrane,” is able to spread, like “ripples in calm water” according to Linás (2002, pp.9-10). This sort of binding has been found not only in the visual system, but also in other modalities (Engel et al., 2003). Bachmann makes the important point that the binding processes need to be “general and lacking any sensory specificity. This may be understood via a comparison: A mirror that is expected to reflect equally well everything” (2006, 32).

Roelfsema et al. (1997) implanted electrodes in the brain of cats and found binding across parietal and motor areas. Desmedt and Tomberg (1994) found binding between a parietal area and a prefrontal area nine centimeters apart in their subjects, who had to respond with one hand, to signal which finger on another hand had been stimulated – a conscious response to a conscious perception. Binding can occur across great distances in the brain. Engel et al. (1991) also found binding across the two hemispheres. Apparently binding processes can produce unified conscious states out of cortical areas widely separated. Notice, however, that even if there is a single area in the brain where all the sensory modalities, memory, and emotion, and anything else that can be in a conscious state were known to feed into, binding would still be needed. As long as there is any spatial extent at all to the merging area, binding is needed. In addition to its ability to unify spatially separate areas, binding has a temporal dimension. When we engage in certain behaviors, binding unifies different areas that are cooperating to produce a perception-action cycle. When laboratory animals were trained to perform sensory-motor tasks, the synchronized oscillations were seen to increase both within the areas involved in performing the task and across those areas, according to Singer (1997).

Several different levels of binding are needed to produce a full conscious mental state:

Binding of information from many sensory neurons into object features
Binding of features into unimodal representations of objects
Binding of different modalities, e.g., the sound and movement made by a single object
Binding of multimodal object representations into a full surrounding environment
Binding of representations, emotions, and memories, into full conscious states.

So is there one basic type of binding, or many? The issue is still debated. On the side of there being a single basic process, Koch says that he is content to make “the tentative assumption that all the different aspects of consciousness (smell, pain, vision, self-consciousness, the feeling of willing an action, of being angry and so on) employ one or perhaps a few common mechanisms” (2004, p15). On the other hand, O’Reilly et al. argue that “instead of one simple and generic solution to the binding problem, the brain has developed a number of specialized mechanisms that build on the strengths of existing neural hardware in different brain areas” (2003, p.168).

[…]

What is the function of binding?

We saw just above that Crick and Koch suggest a function for binding, to assist a coalition of neurons in getting the “attention” of prefrontal executive processes when there are other competitors for this attention. Crick and Koch also claim that only bound states can enter short-term memory and be available for consciousness (Crick and Koch, 1990). Engel et al. mention a possible function of binding: “In sensory systems, temporal binding may serve for perceptual grouping and, thus, constitute an important prerequisite for scene segmentation and object recognition” (2003, 140). One effect of malfunctions in the binding process may be a perceptual disorder in which the parts of objects cannot be integrated into a perception of the whole object. Riddoch and Humphreys (2003) describe a disorder called ‘integrative agnosia’ in which the patient cannot integrate the parts of an object into a whole. They mention a patient who is given a photograph of a paintbrush but sees the handle and the bristles as two separate objects. Breitmeyer and Stoerig (2006, p.43) say that:

[P]atients can have what are called “apperceptive agnosia,” resulting from damage to object-specific extrastriate cortical areas such as the fusiform face area and the parahippocampal place area. While these patients are aware of qualia, they are unable to segment the primitive unity into foreground or background or to fuse its spatially distributed elements into coherent shapes and objects.

A second possible function of binding is a kind of bridging function, it makes high-level perception-action cycles go through. Engel et al. say that, “temporal binding may be involved in sensorimotor integration, that is, in establishing selective links between sensory and motor aspects of behavior” (2003, p.140).

Here is another hypothesis we might call the scale model theory of binding. For example, in order to test a new airplane design in a wind tunnel, one needs a complete model of it. The reason for this is that a change in one area, say the wing, will alter the aerodynamics of the entire plane, especially those areas behind the wing. The world itself is quite holistic. […] Binding allows the executive processes to operate on a large, holistic model of the world in a way that allows the model to simulate the same holistic effects found in the world. The holism of the represented realm is mirrored by a type of brain holism in the form of binding.

See also these articles about (phenomenal) binding:

Breaking Down the Problem of Consciousness
Topological Segmentation: How Dynamic Stability Can Solve the Combination Problem for Panpsychism (abstract for a paper in progress)
Raising the Table Stakes for Successful Theories of Consciousness
Beyond Turing: A Solution to the Problem of Other Minds Using Mindmelding and Phenomenal Puzzles
Krista and Tatiana Hogan: BC’s Hogan Twins Share a Brain and See Out of Each Other’s Eyes
The Binding Problem (by Steven Lehar, which argues for a version of the “scale model theory of binding” discussed above)
Cartoon Epistemology (by Steven Lehar)
Binding Quiddities (by David Chalmers)
Non-Materialist Physicalism: An Experimentally Testable Conjecture (by David Pearce)
Consciousness and the Binding Problem (by Kenneth Shinozuka)
Wada Test + Phenomenal Puzzles: Testing the Independent Consciousness of Individual Brain Hemispheres (by Quintin Frerichs)
And additional links relevant to the Binding Problem gathered by David Pearce

Qualia Computing at: TSC 2020, IPS 2020, unSCruz 2020, and Ephemerisle 2020

Posted on February 15, 2020 by algekalipso

[March 12 2020 update: Both TSC and IPS are being postponed due to the coronavirus situation. At the moment we don’t know if the other two events will go ahead. I’ll update this entry when there is a confirmation either way. May 6 2020 update: unSCruz was canceled this year as well. More so, as an organization, QRI has chosen not to attend Ephemerisle this year, whether or not it ends up being canceled. Dear readers: I’m sure we’ll have future opportunities to meet in person].

These are the 2020 events lined up for me at the moment (though more are likely to pop up):

I will be attending The Science of Consciousness 2020 from the 13th to the 17th of April representing the Qualia Research Institute (QRI). I will present about a novel approach for solving the combination problem for panpsychism. The core idea is to use the concept of topological segmentation in order to explain how the universal wavefunction can develop boundaries with causal power (and thus capable of being recruited by natural selection for information-processing purposes) which might also be responsible for the creation of discrete moments of experience. I am including the abstract in this post (see below).
I will then fly out to Boston for the Intercollegiate Psychedelics Summit (IPS) from the 18th to the 20th of April (though I will probably stay for a few more days in order to meet people in the area). Here I will be presenting about intelligent strategies for exploring the state-space of consciousness.
At the end of April I will be attending the 2020 Santa Cruz Burning Man Regional (“unSCruz“) with a small contingent of members and friends of QRI. We will be showcasing some of our neurotech prototypes and conducting smell tests (article about this coming soon).
And from the 20th to the 27th of July I will be at Ephemerisle 2020 alongside other members of QRI. We will be staying on the “Consciousness Boat” and showcasing some interesting demos. In particular, expect to see new colors, have fully-sober stroboscopic hallucinations, and explore the state-space of visual textures.

I am booking some time in advance to meet with Qualia Computing readers, people interested in the works of the Qualia Research Institute, and potential interns and visiting scholars. Please message me if you are attending any of these events and would like to meet up.

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Here is the abstract I submitted to TSC 2020:

Title – Topological Segmentation: How Dynamic Stability Can Solve the Combination Problem for Panpsychism

Primary Topic Area – Mental Causation and the Function of Consciousness

Secondary Topic Area – Panpsychism and Cosmopsychism

Abstract – The combination problem complicates panpsychist solutions to the hard problem of consciousness (Chalmers 2013). A satisfactory solution would (1) avoid strong emergence, (2) sidestep the hard problem of consciousness, (3) prevent the complications of epiphenomenalism, and (4) be compatible with the modern scientific world picture. We posit that topological approaches to the combination problem of consciousness could achieve this. We start by assuming a version of panpsychism in which quantum fields are fields of qualia, as is implied by the intrinsic nature argument for panpsychism (Strawson 2008) in conjunction with wavefunction realism (Ney 2013). We take inspiration from quantum chemistry, where the observed dynamic stability of the orbitals of complex molecules requires taking the entire system into account at once. The scientific history of models for chemical bonds starts with simple building blocks (e.g. Lewis structures), and each step involves updating the model to account for holistic behavior (e.g. resonance, molecular orbital theory, and the Hartree-Fock method). Thus the causal properties of a molecule are identified with the fixed points of dynamic stability for the entire atomic system. The formalization of chemical holism physically explains why molecular shapes that create novel orbital structures have weak downward causation effect on the world without needing to invoke strong emergence. For molecules to be “natural units” rather than just conventional units, we can introduce the idea that topological segmentation of the wavefunction is responsible for the creation of new beings. In other words, if dynamical stability entails the topological segmentation of the wavefunction, we get a story where physically-driven behavioral holism is accompanied with the ontological creation of new beings. Applying this insight to solve the combination problem for panpsychism, each moment of experience might be identified with a topologically distinct segment of the universal wavefunction. This topological approach makes phenomenal binding weakly causally emergent along with entailing the generation of new beings. The account satisfies the set of desiderata we started with: (1) no strong emergence is required because behavioral holism is implied by dynamic stability (itself only weakly emergent on the laws of physics), (2) we sidestep the hard problem via panpsychism, (3) phenomenal binding is not epiphenomenal because the topological segments have holistic causal effects (such that evolution would have a reason to select for them), and (4) we build on top of the laws of physics rather than introduce new clauses to account for what happens in the nervous system. This approach to the binding problem does not itself identify the properties responsible for the topological segmentation of the universal wavefunction that creates distinct moments of experience. But it does tell us where to look. In particular, we posit that both quantum coherence and entanglement networks may have the precise desirable properties of dynamical stability accompanied with topological segmentation. Hence experimental paradigms such as probing the CNS at femtosecond timescales to find a structural match between quantum coherence and local binding (Pearce 2014) could empirically validate our solution to the combination problem for panpsychism.

See Also:

Qualia Computing in Tucson: The Magic Analogy (report from TSC 2016, which I attended along with David Pearce)
Qualia Formalism in the Water Supply: Reflections on The Science of Consciousness 2018 (the 2018 TSC report)
Qualia Research Institute presentations at The Science of Consciousness 2018 (Tucson, AZ)
Harmonic Society (2/4): Art as Schelling Point Creation and the Pursuit of Sacred Experiences (where I discuss an interesting art installation I encountered at unSCruz 2019)
Ephemerisle: Health Homeostasis, Worldview Annealing, and the Long-Tails of Serious Fun (which discusses Ephemerisle from a qualia realist point of view)
Harmonic Society (3/4): Art as State-Space Exploration and Energy Parameter Modulation (in which I provide some foreshadowing thoughts about intelligent strategies for exploring the state-space of consciousness)

Binding Quiddities

Posted on December 14, 2019 by algekalipso

Excerpt from The Combination Problem for Panpsychism (2013) by David Chalmers

[Some] versions of identity panpsychism are holistic in that they invoke fundamental physical entities that are not atomic or localized. One such view combines identity panpsychism with the monistic view that the universe itself is the most fundamental physical entity. The result is identity cosmopsychism, on which the whole universe is conscious and on which we are identical to it. (Some idealist views in both Eastern and Western traditions appear to say something like this.) Obvious worries for this view are that it seems to entail that there is only one conscious subject, and that each of us is identical to each other and has the same experiences. There is also a structural mismatch worry: it is hard to see how the universe’s experiences (especially given a Russellian view on which these correspond to the universe’s physical properties) should have anything like the localized idiosyncratic structure of my experiences. Perhaps there are sophisticated versions of this view on which a single universal consciousness is differentiated into multiple strands of midlevel macroconsciousness, where much of the universal consciousness is somehow hidden from each of us. Still, this seems to move us away from identity cosmopsychism toward an autonomous cosmopsychist view in which each of us is a distinct constituent of a universal consciousness. As before, the resulting decomposition problem seems just as hard as the combination problem.

Perhaps the most important version of identity panpsychism is quantum holism. This view starts from the insight that on the most common understandings of quantum mechanics, the fundamental entities need not be localized entities such as particles. Multiple particles can get entangled with each other, and when this happens it is the whole entangled system that is treated as fundamental and that has fundamental quantum-mechanical properties (such as wave functions) ascribed to it. A panpsychist might speculate that such an entangled system, perhaps at the level of the brain or one of its subsystems, has microphenomenal properties. On the quantum holism version of identity panpsychism, macrosubjects such as ourselves are identical to these fundamental holistic entities, and our macrophenomenal properties are identical to its microphenomenal properties.

This view has more attractions than the earlier views, but there are also worries. Some worries are empirical: it does not seem that there is the sort of stable brain-level entanglement that would be needed for this view to work. Some related worries are theoretical: on some interpretations of quantum mechanics the locus of entanglement is the whole universe (leading us back to cosmopsychism), on others there is no entanglement at all, and on still others there are regular collapses that tend to destroy this sort of entanglement. But perhaps the biggest worry is once again a structural mismatch worry. The structure of the quantum state of brain-level systems is quite different from the structure of our experience. Given a Russellian view on which microphenomenal properties correspond directly to the fundamental microphysical properties of these entangled systems, it is hard to see how they could have the familiar structure of our macroexperience.

The identity panpsychist (of all three sorts) might try to remove some of these worries by rejecting Russellian panpsychism, so that microphenomenal properties are less closely tied to microphysical structure. The cost of this move is that it becomes much less clear how these phenomenal properties can play a causal role. On the face of it they will be either epiphenomenal, or they will make a difference to physics. The latter view will in effect require a radically revised physics with something akin to our macrophenomenal structure present at the basic level. Then phenomenal properties will in effect be playing the role of quiddities within this revised physics, and the resulting view will be a sort of revisionary Russellian identity panpsychism.

Glossary of Qualia Research Institute Terms

Posted on August 21, 2019 by algekalipso

This is a glossary of key terms and concept handles that are part of the memetic ecosystem of the Qualia Research Institute. Reading this glossary is itself a great way to become acquainted with this emerging memeplex. If you do not know what a memeplex is… you can find its definition in this glossary.

Basics

Consciousness (standard psychology, neuroscience, and philosophy term): There are over a dozen common uses for the word consciousness, and all of them are interesting. Common senses include: self-awareness, linguistic cognition, and the ability to navigate one’s environment. With that said, the sense of the word in the context of QRI is more often than not: the very fact of experience, that experience exists and there is something that it feels like to be. Talking loosely and evocatively- rather than formally and precisely- consciousness refers to “what experience is made of”. Of course formalizing that statement requires a lot of unpacking about the nature of matter, time, selfhood, and so on. But this is a start.

Qualia (standard psychology, neuroscience, and philosophy term): This word refers to the range of ways in which experience presents itself. Experiences can be richly colored or bare and monochromatic, they can be spatial and kinesthetic or devoid of geometry and directions, they can be flavorfully blended or felt as coming from mutually unintelligible dimensions, and so on. Classic qualia examples include things like the redness of red, the tartness of lime, and the glow of bodily warmth. However, qualia extends into categories far beyond the classic examples, beyond the wildest of our common-sense conceptions. There are modes of experience as altogether different from everything we have ever experienced as vision qualia is different from sound qualia.

Valence / Hedonic Tone (standard psychology, neuroscience, and philosophy term): How good or bad an experience feels – each experience expresses a balance between positive, neutral, and negative notes. The aspect of experience that accounts for its pleasant and unpleasant qualities. The term is evocative of pleasant sensations such as warming up one’s body when cold with a blanket and a cup of hot chocolate. That said, hedonic tone refers to a much broader class of sensations than just the feeling of warmth. For example, the music appreciation enhancement produced by drugs can be described as “enhanced hedonic tone in sound qualia”. Hedonic tone can appear in any sensory modality (touch, smell, sight, etc.), and even more generally, in every facet of experience (such as cognitive and proprioceptive elements, themselves capable of coming with their own flavor of euphoria/dysphoria). Experiences with both negative and positive notes are called “mixed”, which are the most common ones.

Helpful Philosophy

Ontology (standard high-level philosophy term; ref: 1): At the most basic level, an ontology is an account of what is real and what is good.

Epistemology (standard high-level philosophy term; ref: 1): The set of strategies, heuristics, and methods for knowing. In the context of consciousness research, what constitutes a good epistemology is a highly contentious subject. Some scientists argue that we should only take into account objectively-measurable third-person data in order to build models and postulate theories about consciousness (cf. heterophenomenology). On the other extreme, some argue that the only information that counts is first-person experiences and what they reveal to us (cf. new mysterianism). Somewhere in the middle, QRI fully embraces objective third-person data. And along with it, QRI recognizes the importance of skepticism and epistemic rigor when it comes to which first-person accounts should be taken seriously. Its epistemology does accept the information gained from alien state-spaces of consciousness as long as they meet some criteria. For example, we are very careful to distinguish between information about the intentional content of experience (what it was about) and information about its phenomenal character (how it felt). As a general heuristic, QRI tends to value more e.g. trip reports that emphasize the phenomenal character of the experience (e.g. “30Hz flashes with slow-decay harmonic reverb audio hallucinations”) relative to intentional content (e.g. “the DMT alien said I should learn to play the guitar”). Ultimately, first-person and third-person data are complementary views of the same substrate of consciousness (cf. dual-aspect monism), and so are both equally necessary for a complete scientific account of consciousness.

Functionalism (standard high-level philosophy term; ref: 1, 2): In Philosophy of Mind, functionalism is the view that consciousness is produced (and in some cases identical with) not only by the input-output mapping of an information-processing system, but also by the internal relationships that make that information-processing possible. In light of Marr’s Levels of Analysis (see below), we could say that functionalism identifies the content of conscious experience with the algorithmic level of analysis. Hence this philosophy is usually presented in conjunction with the concept of “substrate neutrality” which posits that the material makeup of brains is not necessary for the arising of consciousness out of it. If we implemented the same information-processing functions that are encoded in the neural networks of a brain using rocks, buckets of water, or a large crowd instantiating a large computer, we would also generate the same experiences the brain generates on its own. Importantly, functionalism tends to deny any essential role of the substrate in the generation of consciousness, and will typically also deny any significant interaction between levels of analysis (see below).

Eliminativism (standard high-level philosophy term; ref: 1, 2, 3): In Philosophy of Mind, eliminativism refers to a cluster of ideas concerning whether the word “consciousness” is clear enough to be useful for making sense of how brains work. One key idea in eliminativist views is that most of the language that we use to talk about experiences (from specific emotions to qualia) is built on top of folk-psychology rather than physical reality. In a way, terms such as “experience” and “feelings” are an interface for the brain to model itself and others in a massively simplified but adaptive way. There is no reason why our evolved intuitions about how the brain works should even approximate how it really works. In many cases, eliminativists advocate starting from scratch and abandoning our intuitions about experience, sticking to hard physical and computational analysis of the brain as empirically measured. This view suggests that once we truly understand scientifically how brains work, the language we will use to talk about it will look nothing like the way we currently speak about our experiences, and that this change will be so dramatic that we would effectively start thinking as if “consciousness never existed to begin with”.

Watchmen Chapter IV

Presentism (standard high-level philosophy term; ref: 1): The view that only the present is real, the past and the future being illusory inferences and projections made in the present. Oftentimes presentism posits that change is a fundamental aspect of the present and that the feeling of the passage of time is based on the ever-changing nature of reality itself.

Eternalism (standard high-level philosophy term; ref: 1): The view that every here-and-now in reality is equally real. Rather than thinking of the universe as a “now” sandwiched between a “past” and “future”, eternalism posits that it is more accurate to simply describe pairs of moments as having a “before” and “after” relationship, but neither of them being in the future or past. Some of the strongest arguments for eternalism come from Special and General Relativity (see: Rietdijk–Putnam argument), where space-time forms a continuous 4-dimensional geometric shape that stands together as a whole, and where any notion of a “present” is only locally valid. In some sense, eternalism says that all of reality exists in an “eternal now” (including your present, past, and future selves).

Personal Identity (standard high-level philosophy term; ref: 1): The relevant sense of this term for our purposes refers to the set of questions about what constitutes the natural unit for subjects of experience. Questions such as “will the consciousness who wakes up in my current body tomorrow morning be me?”, “if we make an atom-by-atom identical copy of me right now, will I start existing in it as well?”, “if you conduct a Wada Test, is the consciousness generated by my right hemisphere alone also me?”, and so on.

Closed Individualism (coined by Daniel Kolak; ref: 1): In its most basic form, this is the common-sense personal identity view that you start existing when you are born and stop existing when you die. According to this view each person is a different subject of experience with an independent existence. One can believe in a soul ontology and be a Closed Individualist at the same time, with the correction that you exist as long as your soul exists, which could be the case even before or after death.

Empty Individualism (coined by Daniel Kolak; ref: 1, 2, 3): This personal identity view states that each “moment of experience” is its own separate subject. While it may seem that we exist as persons with an existence that spans decades, Empty Individualism does not associate a single subject to each person. Rather, each moment a new “self” is born and dies, existing for as long as the conscious event takes place (something that could be anywhere between a femtosecond and a few hundred milliseconds, depending on which scientific theory of consciousness one believes in).

Open Individualism (coined by Daniel Kolak; ref: 1, 2, 3, 4): This is the personal identity view that we are all one single consciousness. The apparent partitions and separations between the universal consciousness, in this view, are the result of partial information access from one moment of experience to the next. Regardless, the subject who gets to experience every moment is the same. Each sentient being is fundamentally part of the same universal subject of experience.

Open Individualism: All is One

Empty Individualism: You are a “moment of experience”

Closed Individualism: You are a distinct narrative over time

Goldilocks Zone of Oneness

Goldilocks Zone of Oneness (QRI term; 1, 2, 3): Having realized that there are both positive and negative psychological aspects to each of the three views of personal identity discussed (Closed, Empty, Open Individualism), the Goldilocks Zone of Oneness emerges as a conceptual resolution. Open Individualism comes with a solution to the fear of death, but it also can give rise to a sort of cosmic solipsism. Closed Individualism allows you to feel fundamentally special, but also disconnected from the universe and fundamentally misunderstood by others. Empty Individualism is philosophically satisfying, but it may come with a sense of lack of agency and the fear of being a time-slice that is stuck in a negative place. The Goldilocks Zone of Oneness posits that there is a way to transcend classical logic in personal identity, and that the truth incorporates elements of all of the three views at once. In the Goldilocks Zone of Oneness one is simultaneously part of a whole but also not the entirety of it. One can relate with others by having a shared nature, while also being able to love them on their own terms by recognizing their unique identity. This view has yet to be formalized, but in the meantime it may prove to be pragmatically useful for community-building.

The Problem of Other Minds (standard high-level philosophy term; ref: 1, 2): This is the philosophical conundrum of whether other people (and sentient beings in general) are conscious. While your own consciousness is self-evidence, the consciousness of others is inferred. Possible solutions involve technologies such as the Generalized Wada Test (see below), phenomenal puzzles, and thalamic bridges, which you can use to test the consciousness of another being by having it solve a problem that can only be solved by making comparisons between qualia values.

Solipsism (standard high-level philosophy term; ref: 1, 2, 3): In its classic formulation, solipsism refers to a state of existence in which the only person who is conscious is “oneself”, which resides in the body of an individual human over time. A more general version of solipsism involves crossing it with personal identity views (see above). Through this lens, the classic person-centric formulation of solipsism refers exclusively to a Closed Individualist universe. Alternatively, Open Individualism also has a solipsistic interpretation – it is thus compatible with (and in at least in one sense entails) solipsism: the entire multiverse of experiences are all experiences of a single solipsistic cosmic consciousness. With an Empty Individualist universe, too, we can have a solipsistic interpretation of reality. In one version you use epiphenomenalism to claim that this moment of experience is the only one that is conscious even though the whole universe still exists and it had an evolutionary path that led it to the configuration in which you stand right now. In another version, one’s experience is the result of the fact that in the cosmic void everything can happen. This is not because it is likely, but because there is a boundless amount of time for it to happen. That is, no matter how thin its probability is, it will still take place at some point (see: Boltzmann brain). That said, one’s present experience -with its highly specific information content- being the only one that exists seems very improbable a priori. Like imagining that despite the fact that “the void can give rise to anything” the only thing that actually gets materialized is an elephant. Why would it only produce an elephant, of all things? Likewise, solipsistic Empty Individualism has this problem – why would this experience be the only one? To cap it off, we can also reason about solipsism in its relation to hybrid views of personal identity. In their case solipsism either fails, or its formulation needs to be complicated significantly. This is partly why the concept of the Goldilocks Zone of Oneness (see above) might be worth exploring, as it may be a way out of ultimate solipsism. On a much more proximal domain, it may be possible to use Phenomenal Puzzles, Wada tests, and ultimately mindmelding to test the classical (Closed Individualist) formulation of solipsism.

Suffering Focused Ethics (recent philosophy term from rationalist-adjacent communities; ref: 1, 2) The view that our overriding obligation is to focus on suffering. In particular, taking seriously the prevention of extreme suffering is one of the features of this view. This is not unreasonable if we take into account the logarithmic scales of pain and pleasure into account, which suggest that the majority of suffering is concentrated in a small percent of experiences of intense suffering. Hence why caring about the extreme cases matters so much.

Antinatalism (standard high-level philosophy term; ref: 1, 2): This is the view that being born entails a net negative. Classic formulations of this view tend to implicitly assume Closed Individualism, where there is someone who may or may not be born and it is meaningful to consider this a yes or no question with ontological bearings. Under Open Individualism the question becomes whether there should be any conscious being at all, for neither preventing someone’s birth nor committing an individual suicide entail the real birth or death of a consciousness. They would merely add or subtract from the long library corridors of experiences had by universal consciousness. And in Empty Individualism, antinatalism might be seen through the light of “preventing specific experiences with certain qualities”. For example, having an experience of extreme suffering is not harming a person (though it may have further psychological repercussions), but rather harming that very experience in an intrinsic way. This view would underscore the importance of preventing the existence of experiences of intense suffering rather than preventing the existence of people as such. A final note on antinalism is that even in its original formulation we encounter the problem that selection pressures makes any trait that reduces inclusive fitness disappear in the long run. The traits that predispose to such views would simply be selected out. A more fruitful way of improving the world is to encourage the elimination of suffering in ways that do not reduce inclusive fitness, such as the prevention of genetic spell errors and diseases that carry a high burden of suffering.

Tyranny of the Intentional Object (coined by David Pearce; ref: 1, 2): The way our reward architecture is constructed makes it difficult for us to have a clear sense of what it is that we enjoy about life. Our brains reinforce the pursuit of specific objects, situations, and headspaces, which gives the impression that these are intrinsically valuable. But this is an illusion. In reality such conditions trigger positive valence changes to our experience, and it is those that we are really after (as evidenced by the way in which our reward architecture is modified in presence of euphoric and dysphoric drugs and external stimuli such as music). We call this illusion the tyranny of the intentional object because in philosophy “intentionality” refers to “what the experience is about”. Our world-simulations chain us to the feeling that external objects, circumstances, and headspaces are the very source of value. More so, dissociating from such sources of positive valence triggers negative valence, so critical insight into the way our reward architecture really works is itself negatively reinforced by it.

Formalism Terms

Formalism (standard high-level philosophy term; ref: 1, 2): Formalism is a philosophical and methodological approach for analyzing systems which postulates the existence of mathematical objects such that their mathematical features are isomorphic to the properties of the system. An example of a successful formalism is the use of Maxwell’s equations in order to describe electromagnetic phenomena.

Qualia Formalism (QRI term; 1, 2, 3): Qualia Formalism means that for any given physical system that is conscious, there will be a corresponding mathematical object associated to it such that the mathematical features of that object will be isomorphic to the phenomenology of the experience generated by the system.

Marr’s Levels of Analysis (standard cognitive science term; ref: 1, 2): This powerful analytic framework was developed by cognitive scientist David Marr to talk more precisely about vision, but it is more broadly applicable to information processing systems in general. It is a way to break down what a system does in a conceptually clear fashion that lends itself to a clean analysis.

Computational Level (standard cognitive science term; ref: 1, 2): The first of three of Marr’s Levels of Analysis, the Computational Level of abstraction describes what the system does from a third-person point of view. That is, the input-output mapping, the runtime complexity for the problems it can solve, and the ways in which it fails are all facts about a system that are at the computational level of abstraction. In a simple example case, we can describe an abacus at the computational level by saying that it can do sums, subtractions, multiplications, divisions, and other arithmetic operations.

Algorithmic Level (standard cognitive science term; ref: 1, 2): The second of three of Marr’s Levels of Analysis, the Algorithmic Level of abstraction describes the internal representations, operations, and their interactions used to transform the input into the output. In aggregate, representations, operations, and their interactions constitute the algorithms of the system. As a general rule, we find that there are many possible algorithms that give rise to the same computational-level properties. Following the simple example case of an abacus, the algorithmic-level account would describe how passing beads from one side to another and using each row to represent different orders of magnitude are used to instantiate algorithms to perform arithmetic operations.

Implementation Level (standard cognitive science term; ref: 1, 2): The third of three of Marr’s Levels of Analysis, the Implementation Level of abstraction describes the way in which the system’s algorithms are physically instantiated. Following the case of the abacus, an implementation-level account would detail how the various materials of the abacus are put together in order to allow the smooth passing of beads between the sides of each row and how to prevent them from sliding by accident (and “forgetting” the state).

Interaction Between Levels (obscure cognitive science concept handle; ref: 1, 2): Some information-processing systems can be fully understood by describing each of Marr’s Levels of Analysis separately. For example, it does not matter whether an abacus is made of metal, wood, or even if it is digitally simulated in order to explain its algorithmic and computational-level properties. But while this is true for an abacus, it is not the case for analog systems that leverage the unique physical properties of their components to do computational shortcuts. In particular, in quantum computing one intrinsically requires an understanding of the implementation-level properties of the system in order to explain the algorithms used. Hence, for quantum computing, there are strong interactions between levels of analysis. Likewise, we believe this is likely going to be the case for the algorithms our brains perform by leveraging the unique properties of qualia.

Natural Kind (standard high-level philosophy term; ref: 1, 2): Natural kinds are things whose objective existence makes it possible to discover durable facts about them. They are the elements of a “true ontology” for the universe, and what “carves reality at its joints”. This is in contrast to “reifications” which are aggregates of elements with no unitary independent existence.

State-Space (standard term in physics and mathematics; ref: 1, 2): A state-space of a system is a geometric map where each point corresponds to a particular state of the system. Usually the space has a Euclidean geometry with a number of dimensions equal to the number of variables in the system, so that the value of each variable is encoded in the value of a corresponding dimension. This is not always the case, however. In the general case, not all points in the state-space are physically realizable. Additionally, some system configurations do not admit a natural decomposition into a constant set of variables. This may give rise to irregularities in the state-space, such as non-Euclidean regions or a variable number of dimensions.

Phenomenal puzzle solution

Emotion transition probabilities

State-Space of Consciousness (coined by David Pearce; 1, 2, 3): This is a hypothetical map that contains the set of all possible experiences, organized in such a way that the similarities between experiences are encoded in the geometry of the state-space. For example, the experience you are having right now would correspond to a single point in the state-space of consciousness, with the neighboring experiences being Just Noticeably Different from your experience right now (e.g. simplistically, we could say they would be different from your current experience “by a single pixel”).

Qualia Value (QRI term; ref: 1): Starting with examples- the scent of cinnamon, a spark of sourness, a specific color hue, etc. are all qualia values. Any particular quality of experience that cannot be decomposed further into overlapping components is a qualia value.

Qualia Variety (QRI term; ref: 1): A qualia variety refers to the set of qualia values that belong to the same category (for example, tentatively, phenomenal colors are all part of the same qualia variety, which is different from the qualia variety of phenomenal sounds). A possible operationalization for qualia varieties involves the construction of equivalence classes based on the ability to transform a given qualia value into another via a series of Just-Noticeable Differences. For example, in the case of color, we can transform a given qualia value like a specific shade of blue, into another qualia value like a shade of green by traversing across a straight line from one to the other in the CIELAB color space. Tentatively, it is not possible to do the same between a shade of blue and a particular phenomenal sound. That said, the large number of unknowns (and unknown unknowns!) about the state-space of consciousness does not allow us to rule out the existence of qualia values that can bridge the gap between color and sound qualia. If that turned out to be the case, we would need to rethink our approach to defining qualia varieties.

Region of the State-Space of Consciousness (QRI term; ref: 1, 2): A set of possible experiences that are similar to each other in some way. Given an experience, the “experiences nearby in the state-space of consciousness” are those that share its qualities to a large degree but have variations. The term can be used to point at experiences with a given property (such as “high-valence” and “phenomenal color”).

The Binding Problem (standard psychology, neuroscience, and philosophy term; ref: 1, 2): The binding problem (also called the combination problem) arises from asking the question: how is it possible that the activity of a hundred billion neurons that are spatially distributed can simultaneously contribute to a unitary moment of experience? It should be noted that in the classical formulation of the problem we start with an “atomistic” ontology where the universe is made of space, particles, and forces, and the question then becomes how spatially-distributed discrete particles can “collaborate” to form a unified experience. But if one starts out with a “globalistic” ontology where the universe is made of a universal wavefunction, then the question that arises is how something that is fundamentally unitary (the whole universe) can give rise to “separate parts” such as individual experiences, which is often called “the boundary problem”. Thus, the “binding problem” and “the boundary problem” are really the same problem, but starting with different ontologies (atomistic vs. globalistic).

Phenomenal Binding (standard high-level philosophy term; ref: 1, 2): This term refers to the hypothetical mechanism of action that enables information that is spatially-distributed across a brain (and more generally, a conscious system) to simultaneously contribute to a unitary discrete moment of experience.

Local Binding (lesser-known cognitive science term; ref: 1): Local binding refers to the way in which the features of our experience are interrelated. Imagine you are looking at a sheet of paper with a drawing of a blue square and a yellow triangle. If your visual system works well you do not question which shape is colored blue; the color and the shapes come unified within one’s experience. In this case, we would say that color qualia and shape qualia are locally bound. Disorders of perception show that this is not always the case: people with simultagnosia find it hard to perceive more than one phenomenal object at a time and thus would confuse the association between the colors and shapes they are not directly attending to, people with schizophrenia have local binding problems in the construction of their sense of self, and people with motion blindness have a failure of local binding between sensory stimuli separated by physical time.

Global Binding (lesser-known cognitive science term; ref: 1, 2): Global binding refers to the fact that the entirety of the contents of each experience is simultaneously apprehended by a unitary experiential self. As in the example for local binding, while blue and the square (and the yellow and the triangle) are locally bound into separate phenomenal objects, both the blue square and the yellow triangle are globally bound into the same experience.

The Mathematics of Valence

Valence Realism (QRI term; ref: 1): This is the claim that valence is a crisp phenomenon of conscious states upon which we can apply a measure. Also defined as: “Valence (subjective pleasantness) is a well-defined and ordered property of conscious systems.”

Valence Structuralism (QRI term; ref: 1): Valence could have a simple encoding in the mathematical representation of a system’s qualia.

Symmetry Theory of Valence (QRI term; 1, 2, 3): Given a mathematical object isomorphic to the qualia of a system, the mathematical property which corresponds to how pleasant it is to be that system is that object’s symmetry.

Valence Gradients (QRI term; ref: 1, 2): It is postulated that one of the important inputs that contributes to our decision-making involves “valence gradients”. To understand what a valence gradient is, it is helpful to provide an example. Imagine coming back from dancing in the rain and feeling pretty cold. In order to warm yourself up you get into the shower and turn on the hot water. Ouch! Too hot, so you dial down the temperature. Brrr! Now it’s too cold, so you dial up the temperature just a little. Ah, just perfect! See, during this process you evaluated, at each point, in what way you could modify your experience in order to make it feel better. At first the valence gradient was pointing in the direction of higher temperature. As soon as you felt it being too hot, the valence gradient changed direction and pointed to lower temperature. And so on until it feels like there is nothing else you could do to improve how you feel. In the more general case, we posit that a significant input into our decision-making is the direction of change along which we believe our experience would improve. At an implementation level of analysis (see above) the very syntax of our experience might be built with a landscape of valence gradients. In a sense, noticing them is possible, but it is a task akin to the metaphor of a fish not knowing what water is. We use valence gradients to navigate both the external and internal world in such a basic and all-pervasive way that missing this fact altogether is easy. When we justify why we did such and such, we often forget that a big component of the decision was made based on how each of the options felt. The difficulty we face when trying to point at the specific valence gradients that influence our decision-making is one of the reasons why the tyranny of the intentional object (see above) arises, which is that what pulls and pushes us is not explicitly represented in our conceptual scheme.

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CDNS Analysis (QRI term; ref: 1, 2): A scientific and philosophical hypothesis with implications for measuring valence in conscious systems. Namely, the hypothesis is that the Symmetry Theory of Valence is expressed in the structure of neural patterns over time, implying that the valence of a brain will be in part determined by neural dissonance, consonance, and noise. This makes precise, empirically testable predictions within paradigms such as Connectome-Specific Harmonic Waves.

Research Paradigms

Evolutionary Qualia (QRI term): Evolutionary Qualia is a scientific discipline that will emerge as the science of consciousness improves to the point where cellular gene expression analysis, brain imaging, and interpretation algorithms get to infer the qualia present in the experience of the brains of animals in general. For instance, we may find out that certain combinations of receptor types and protein shapes inside neurons of the visual cortex are necessary and sufficient for generating color qualia. Additionally, such understanding could be complemented with an information-theoretic account of why color qualia is more effective (cost-benefit-wise) for certain information-processing than other qualia. Together, these two kinds of understanding will allow us to explain why the specific qualia that we have was recruited by natural selection for information-processing purposes. Evolutionary Qualia is the (future) discipline that explains from an evolutionary point of view why we have the specific qualia and patterns of local binding that we do (said differently, it will explain why “the walls of our world-simulation are painted the way they are”). So while Evolutionary Psychology may explain why we have evolved to have some emotions from the point of view of their behavioral effects, Evolutionary Qualia will explain why the emotions feel the way they do and how those specific feelings happen to have the right “shape” for the information-processing tasks they accomplish.

Stimuli

Stimuli with tracers

17 wallpaper symmetry groups

Drifting

Paredolia / Enhanced Pattern Recognition

Algorithmic Reduction (QRI term; ref: 1, 2): A reduction is a model that explains a set of behaviors, often very complex and diverse, in terms of the interaction between variables. A successful reduction is one that explains the intricacies and complexities present in the set of behaviors as emergent effects from a much smaller number of variables and their interactions. A specific case is that of “atomistic reductions” which decompose a set of behaviors in terms of particles interacting with each other (e.g. ideal gas laws from statistical mechanics in physics). While many scientifically significant reductions are atomistic in nature, one should not think that every phenomenon can be successfully reduced atomistically (e.g. double-slit experiment). Even when a set of behaviors cannot be reduced atomistically we may be able to algorithmically reduce it. That is, to identify a set of processes, internal representations, and interactions that when combined give rise to the set of observed behaviors. This style of reduction is very useful in the field of phenomenology since it can provide insights into how complex phenomena (such as psychedelic hallucinations) emerge out of a few relatively simple algorithmic building blocks. This way we avoid begging the question by not assuming an atomistic ontology in a context where it is not clear what atoms correspond to.

How you see it sober

~How you see it on ~100µg of LSD

Psychedelic Cryptography (QRI term; ref: 1, 2, 3): Encoding information in videos, text, abstract paintings, etc. such that only people who are in a specific state of consciousness can decode it. A simple example is the use of alternations in after-image formation on psychedelics (enhanced persistence of vision, aka. tracers) to paint a picture by presenting the content of an image one column of pixels at a time. Sober individuals only see a column of pixels while people high on psychedelics will see a long trace forming parts of an image that can be inferred by paying close attention. In general, psychedelic cryptography can be done by taking advantage of any of the algorithms one finds with algorithmic reductions of arbitrary states of consciousness. In the case of psychedelics, important effects that can be leveraged include tracers, pareidolia, drifting, and symmetrification.

Psychedelic Turk (QRI term; ref: 1, 2, 3, 4): Mechanical Turk is a human task completion platform that matches people who need humans to do many small (relatively) easy tasks with humans willing to do a lot of small (relatively) easy tasks. Psychedelic Turk is akin to Mechanical Turk, but where workers disclose the state of consciousness they are in. This would be helpful for task requesters because many tasks are more appropriate for people in specific states of consciousness. For example, it is better to test ads intended to be seen by drunk people by having people who are actually drunk evaluate them, as opposed to asking sober people to imagine how they would perceive them while drunk. Likewise, some high-stakes tasks would benefit from being completed by people who are demonstrably very alert and clear-headed. And for foundational consciousness research, Psychedelic Turk would be extremely useful as it would allow researchers to test how people high on psychedelics and other exotic agents process information and experience emotions usually inaccessible in sober states.

Generalized Wada Test (QRI term; ref: 1, 2, 3): This is a generalization of the Wada Test where rather than pentobarbital being injected in just one hemisphere while the other hemisphere is kept sober, one injects substance A in one hemisphere and substance B on the other. This could be used to improve our epistemology about various states of consciousness. By keeping one hemisphere in a state with robust linguistic ability the other hemisphere could be used to explore alien-state spaces of consciousness and allow for real-time verbal interpretation. The caveats and complications are myriad, but the general direction this concept handle is pointing to is worth exploring.

Phenomenology

Self-Locating Uncertainty (originally a physics term but we also use it for describing a phenomenal character of experience; ref: 1, 2): The uncertainty that one has about who and where one is. This is relevant in light of states of consciousness that are common on high-dose psychedelics, mental illnesses, and meditation, where the information about one’s identity and one’s place in the world is temporarily inaccessible. Very high- and low-valence states tend to induce a high level of self-locating uncertainty as the information content of the experience is over-written by very simple patterns that dominate one’s attention. Learning to navigate states with self-locating uncertainty without freaking out is a prerequisite for studying alien state-spaces of consciousness.

Phenomenal Time (standard high-level philosophy term; ref: 1): The felt-sense of the passage of time. This is in contrast to the physical passage of time. Although physical time and phenomenal time tend to be intimately correlated, as you will see in the definition of “exotic phenomenal time” this is not always the case.

Phenomenal Space (standard high-level philosophy term; ref: 1, 2): The experience of space. Usually our sense of space represents a smooth 3D Euclidean space in a projective fashion (with variable scale encoding subjective distance). In altered states of consciousness phenomenal space can be distorted, expanded, contracted, higher-dimensional, topologically distinct, and even geometrically modified as in the case of hyperbolic geometry while on DMT (see below).

Implicit Causality

Each layer is connected itself in a geometric way, and connected to the previous and next layer with directed edges.

Sober (source: http://cns-alumni.bu.edu/~slehar/cartoonepist/cartoonepist44.html)

Strong dose (overwhelming layering/confusion between layers)

Pseudo-Time Arrow (QRI term; ref: 1): This is a formal model of phenomenal time. It utilizes a simple mathematical object: a graph. The nodes of the graph are identified with simple qualia values (such as colors, basic sounds, etc.) and the edges are identified with local binding connections. According to the pseudo-time arrow model, phenomenal time is isomorphic to the patterns of implicit causality in the graph, as derived from patterns of conditional statistical independence.

Exotic Phenomenal Time (QRI term; ref: 1): It is commonly acknowledged that in some situations time can feel like it is passing faster or slower than normal (cf. tachypsychia). What is less generally known is that experiences of time can be much more general, such as feeling like time stops entirely or that one is stuck in a loop. These are called exotic phenomenal time experiences, and while not very common, they certainly are informative about what phenomenal time is. Deviations from an apparent universal pattern are usually scientifically significant.

Reversed Time (QRI term; ref: 1): This is a variant of exotic phenomenal time in which experience seems to be moving backwards in time. “Inverted tracers” are experienced where one first experiences the faint after-images of objects before they fade in, constitute themselves, and then quickly disappear without a trace. According to the pseudo-time arrow model this experience can be described as an inversion of the implicit arrow of causality, though how this arises dynamically is still a mystery.

Moments of Eternity (common psychedelic phenomenology term; ref: 1): This exotic phenomenal time describes experiences where all apparent temporal movement seems to stop. One’s experience seems to have an unchanging quality and there is no way to tell if there will ever be something else other than the present experience in the whole of existence. In most cases this state is accompanied by intense emotions of simple texture and immediacy (rather than complex layered constructions of feelings). The experience seems to appear as the end-point and local maxima of annealing on psychedelic and dissociative states. That is, it often comes as metastable “flashes of large-scale synchrony” that are created over the course of seconds to minutes and decay just as quickly. Significantly, sensory deprivation conditions are ideal for the generation of this particular exotic phenomenal time.

Timelessness (QRI term; ref: 1): Timelessness is a variant of exotic phenomenal time where causality flows in a very chaotic way at all scales. This prevents forming a general global direction for time. In the state, change is perceptible and it is happening everywhere in your experience, and yet it seems as if there is no consensus among the different parts of your experience about the direction of time. That is, there is no general direction along which the experience seems to be changing as a whole over time. The chaotic bustle of changes that make up the texture of the experience are devoid of a story arc, and yet remain alive and turbulent. Trip reports suggest that the state that arises at the transition points between dissociative plateaus has this noisy timelessness quality (e.g. coming up on ketamine). Listening to green noise evokes the general idea, but you need to imagine that happening on every sensory modality and not just audio.

Time Loops (common psychedelic phenomenology term; ref: 1): This is perhaps the most common exotic phenomenal time experience that people have on psychedelics and dissociatives. This is due to the fact that, while it can be generated spontaneously, it is relatively easy to trigger by listening to repetitive music (e.g. a lot of EDM, trance, progressive rock, etc.), repetitive movements (e.g. walking, dancing), and repetitive thoughts (e.g. talking about the same topic for a long time) all of which are often abundant in the set and setting of psychedelic users. The effect happens when your projections about the future and the past are entirely informed by what seems like an endlessly repeating loop of experience. This often comes with intense emotions of its own (which are unusual and outside of the normal range of human experience), but it also triggers secondary emotions (which are just normal emotions amplified) such as fear and worry, or at times wonder and bliss. The pseudo-time arrow model of phenomenal time describes this experience as a graph in which the local patterns of implicit causality form a cycle at the global scale. Thus the phenomenal past and future merge at their tails and one inhabits an experiential world that seems to be infinitely-repeating.

Sober view

Psychedelic view in the null scenario

Psychedelic view as predicted by the Quantum Hypothesis

Time Branching (QRI term; ref: 1, 2): A rare variant of exotic phenomenal time in which you feel like you are able to experience more than one outcome out of events that you witness. Your friend stands up to go to the bathroom. Midway there he wonders whether to go for a snack first, and you see “both possibilities play out at once in superposition”. In an extreme version of this experience type, each event seems to lead to dozens if not hundreds of possible outcomes at once, and your mind becomes like a choose-your-own-adventure book with a broccoli-like branching of narratives, and at the limit all things of all imaginable possible timelines seem to happen at once and you converge on a moment of eternity, thus transitioning out of this variety. We would like to note that a Qualia Computing article delved into the question of how to test if the effect actually allows you to see alternative branches of the multiverse. The author never considered this hypothesis plausible, but the relative ease of testing it made it an interesting, if wacky, research lead. The test consisted of trying to tell apart the difference between a classical and a quantum random number generator in real time. The results of the experiment are all null for the time being.

Triheptagonal tiling

World-Sheet (QRI term; ref: 1, 2): We represent modal and amodal information in our experience in a projective way. In most common cases, this information forms a 2D “sheet” that encodes the distance to the objects around you, which can be used as a depth-map to navigate your surroundings. A lot of the information we experience is in the combination of this sheet and phenomenal time (i.e. how it changes over time).

Hyperbolic Phenomenal Space (QRI term; ref: 1, 2): The local curvature of the world-sheet encodes a lot of information about the scene. There is a sense in which the “energy” of the experience is related to the curvature of the world-sheet (in addition to its phenomenal richness and brightness). So when one raises the energy of the state dramatically (e.g. by taking DMT) the world-sheet tends to instantiate configurations with very high-curvature. The surface becomes generically hyperbolic, which profoundly alters the overall geometry of one’s experience. A lot of the accounts of “space expansion” on psychedelics can be described in terms of alterations to the geometry of the world-sheet.

Chaotic pseudo-time arrow

Dimensionality of Consciousness (QRI term; ref: 1, 2, 3): A generative definition for the dimensionality of a moment of experience can be “the highest virtual dimension implied by the network of correlations between globally bound degrees of freedom”. Admittedly, at the moment this is more of an intuition pump than a precise formalism, but a number of related phenomena suggest there is something in this general direction. For starters, differences between degrees of pain and pleasure are often described in terms of qualitative changes with phase transitions between them. Likewise, one generally experiences a higher degree of emotional involvement in a given stimuli the more sensory channels one is utilizing to interact with it. Pleasure that has cognitive, emotional, and physical components in a coordinated fashion is felt as much more profound and significant than pleasure that only involves one of those “channels”, or even pleasure that involves all three but where they lack coherence between them. Another striking example involves the states of consciousness induced by DMT, in which there are phase-transitions between the levels. These phase transitions seem to involve a change in the dimensional character of the hallucinations: in addition to hyperbolic geometry, DMT geometry involves a wide range of phenomena with virtual dimensions. On lower doses the hallucinations take the shape of 2D symmetrical plane coverings. On higher doses those covers transform into 2.5D wobbly worldsheets, and on higher doses still into 3D symmetrical tessellations and rooms with 4D features. For example, the DMT level above 3D tessellations has its “walls” covered with symmetrical patterns that are correlated with one another in such a way that they generate a “virtual” 4th dimension, itself capable of containing semantic content. We suspect that one of the reasons why MDMA is so uniquely good at healing trauma is that in order to address a high-dimensional pain you need a high-dimensional pleasure to hold space for it. MDMA seems to induce a high-dimensional variety of feelings of wellbeing, which can support and smooth a high-dimensional pain like such as those which underly traumatic memories.

Qualia Futurology

Meme (standard science/psychology term coined by Richard Dawkins; 1): A “meme” is a cultural unit of information capable of being transmitted from one mind to another. Examples of memes include jokes, hat styles, window-dressing color palettes, and superstitions.

Memeplex (lesser known term coined by Richard Dawkins; 1, 2): A “memeplex” is a set of memes that, when simultaneously present, increase their ability to replicate (i.e. to be spread from one mind to another). Memeplexes do not need to say true things in order to be good at spreading; many strategies exist to motivate humans to share memes and memeplexes, ranging from producing good feelings (e.g. jokes), being threatening (e.g. apostasy), to being salient (e.g. famous people believe in them). A classic example of a memeplex is that of an ideology such as libertarianism, communism, capitalism, etc.

Full-Stack Memeplex (QRI term; ref: 1, 2): A “full-stack memeplex” is a memeplex that provides an answer to most common human questions. While the scope of a memeplex like “libertarianism” extends across a variety of fields including economics and ethics, it is not a full-stack memeplex because it does not attempt to answer questions such as “why does anything exist?”, “why are the constants of nature the way they are?” and “what happens after we die?”. Religions and some philosophies like existentialism, Buddhism, and the LessWrong Sequences are full-stack memeplexes. We also consider the QRI ecosystem to contain a full-stack memeplex.

Hedonistic Imperative (coined by David Pearce; ref: 1, 2): The Hedonistic Imperative is a book-length internet manifesto written by David Pearce which outlines how suffering will be eliminated with biotechnology and why our biological descendants are likely to be animated by gradients of information-sensitive bliss.

Abolitionism (coined by David Pearce; ref: 1): In the context of transhumanism, Abolitionism refers to the view in ethics that we should eliminate all forms of involuntary suffering both in human and non-human animals alike. The term was coined by David Pearce.

Factors 1 and 2: Subjective sense of meaningfulness or significance also described by “spiritual euphoria” (1), Calming/slow/comforting energy (2).

Factors 3 and 4: Intense, bright, defined euphoric energy (3), overall cost-benefit or worth it after all (4).

Factors 5 and 6: Sober mind and clean linear thinking (5), marijuana specific qualities and outwardly rather than inwardly focused aesthetics (6).

Slow and Fast

Spiritual and Fast

Spiritual and Slow

Fast Euphoria (QRI term; ref: 1): This is one of the main dimensions along which a drug can have effects, roughly described as “high-energy and high-valence” (with high-loading terms including: energetic, charming, stimulating, sociable, erotic, etc.).

Slow Euphoria (QRI term; ref: 1): This is one of the main dimensions along which a drug can have effects, roughly described as “low-energy and high-valence” (with high-loading terms including: calming, relieving, blissful, loving, etc.).

Spiritual/Philosophical Euphoria (QRI term; ref: 1, 2): This is one of the main dimensions along which a drug can have effects, roughly described as “high-significance and high-valence” (with high-loading terms including: incredible, spiritual, mystical, life-changing, interesting, colorful, etc.).

Current hedonic negative feedback dynamics.

Trans/Post-human negative feedback mechanisms.

Wireheading (standard psychology, neuroscience, and philosophy term; 1, 2): The act of modifying a mind’s reward architecture and hedonic baseline so that it is always generating experiences with a net positive valence (whether or not they are mixed).

Wireheading Done Right (QRI term; ref: 1, 2): Wireheading done in such a way that one can remain rational, economically productive, and ethical. In particular, it entails (1) taking into account neurological negative feedback systems, (2) avoiding reinforcement cycles that narrow one’s behavioral focus, and (3) preventing becoming a pure replicator (see below). A simple proof of concept reward architecture for Wireheading Done Right is to cycle between different kinds of euphoria, each with immediate diminishing returns, and with the ability to make it easier to experience other kinds of euphoria. This would give rise to circadian cycles with stages involving fast, slow, and spiritual/philosophical euphoria at different times. Wireheading Done Right entails never getting stuck while always being in a positive state.

Pure Replicator (QRI term; 1, 2): In the context of agents and minds, a Pure Replicator is an intelligence that is indifferent towards the valence of its conscious states and those of others. A Pure Replicator invests all of its energy and resources into surviving and reproducing, even at the cost of continuous suffering to themselves or others. Its main evolutionary advantage is that it does not need to spend any resources making the world a better place.

Consciousness vs. Replicators (QRI term; 1, 2): This is a reframe of the big-picture narrative of the meaning of life in which the ultimate battle is between the act of reproducing for the sake of reproduction and the act of seeking the wellbeing of sentient beings for the sake of conscious value itself.

Maximum Effector (QRI term; 1): A Maximum Effector is an entity that uses all of its resources for the task of causing large effects, irrespective of what they may be. There is a sense in which most humans have a Maximum Effector side. Since causing large effects is not easy, one can reason that for evolutionary reasons people find such an ability to be a hard-to-fake signal of fitness. Arrogance and power may not be all that people find attractive, but they do play a role in what makes someone seem sexy to others. Hence why, unfortunately, people research how to cause large effects even if they are harmful to everyone. The idealized version of a Maximum Effector, however, would be exclusively interested in causing large effects to happen rather than doing so as a way to meet an emotional need among others. Although being a Maximum Effector may seem crazy and pointless, they are important to consider in any analysis of the future because the long-tailed nature of large effects suggest that those who specifically seek to cause them are likely to have an impact on reality orders of magnitude higher than the impact of agents who try to simultaneously have both large and good effects.

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Sasha Shulgin

Super-Shulgin Academy (coined by David Pearce; ref: 1, 2, 3, 4, 5, 6, 7, 8): This is a hypothetical future intellectual society that investigates consciousness empirically. Rather than merely theorizing about it or having people from the general population describe their odd experiences, the Super-Shulgin Academy directly studies the state-space of consciousness by putting the brightest minds on the task. The Super-Shulgin Academy (1) trains high-quality consciousness researchers and psychonauts, (2) investigates the computational trade-offs between different states of consciousness, (3) finds new socially-useful applications for exotic states of consciousness, (4) practices the art and craft of creating ultra-blissful experiences, and (5) develops and maintains a full-stack memeplex that incorporates the latest insights about the state-space of consciousness into the most up-to-date Theory of Everything.

All-Is-One Simulation Theory

Posted on May 17, 2019 by algekalipso

Allen Saakyan asks in All-Is-One Simulation Theory
“what is this simulation?”. Here are two interesting responses (lightly edited for clarity):

Rak Razam: It’s an interactive learning program. It sounds hippy-dippy when you say “your intention and your belief [becomes real if you ask for it]”, but if you really try this and focus your will, and you put out your intention… it does work! You know? It is not just a “manifest the right card” kind of thing. But it is, rather: how we have different capabilities within our wetware, and most of the Western culture is focused on the egoic navigation of survival pathways and hierarchical climbing. We have these almost magical capabilities of intuition, which is not the intellectual ego. It’s listening to that broadcast signal for how to connect to the larger web of information that is always being broadcast. We have the imagination which in old magical understanding is sort of your ability to carve out the probability pathways. We are connected to the universal intelligence which has manifested life. And it is listening to us because it IS us. Right? It’s just as that single cell organism, as soon as it replicates from outside of space-time as that singularity that many different world religions believes is the G. O. D., or the source, or some may call it Samadhi, or whatever you call it. There is this idea that there is this originating source, which in quantum physics I call it the implicate. And the question is “why?” Why would we have simulations at all? In many of these religious cultures or spiritual understandings… in the beginning was the word, and the word was with God, and the word was God, but the word is a vibration, and a vibration in my understanding of the shamanic realms is unconditional love. It’s the highest vibratory expression of divine being. That vibration radiates out and then condenses down into what we call the explicate, or, this simulated reality. But it is actually not separate. It is like birthing itself into this creation. Why? I believe to create more love, because it needs a vessel within space-time to set its roots down to make more of itself, because it’s all there is. And some people say God is lonely, or whatever, we project these human conceits on source consciousness. I don’t think it’s lacking; I think it is so abundant that the infinite vibration of itself, which is everything, is such that everything can’t be more than everything so it needs to come down in space-time to create vessels to replicate itself and then we have division and we have all this stuff. So the simulation is like the wrapper with that creamy center. And it’s all about love.

Teafaerie: I think of it as being a work of art. It is a playful thing. It is self-generating and making beautiful forms for its own appreciation. Anything you say “it’s like this”. It is not that. It’s a thing that occurs in here, that’s a metaphor. Is it a school? A test? A trap? A prison? It is none of these things. The beauty of this piece is that you can hold it this way and it is an epic adventure story, and you hold it this way and it is a tragic farce, and if you hold it this way it is a romantic comedy. Most people think it’s a school. “Why did this happen to me? So I would learn something, right?”. I DO learn stuff, but I prefer to think of it as a massively multiplayer game, and a collective work of art. So I am here to play my character and to participate in the collective work of art. And that gives you an orientation for why am I here. And with this overarching narrative you can take that lens out and put another lens in because it is God’s own truth. We don’t know anything about the simulators. They could be planet-sized quantum computers working together. We don’t know what they want us not to do with our willies. It’s just… you can hold it anyway you’d like to. I just think “massively multiplayer game” is a good metaphor because it’s fertile, and flexible, and aesthetically satisfying, and creates for it action, and it’s fun and it is not scary. We wouldn’t be here if this didn’t get 4-stars in universes.com, in this model. We are freaking the costumer in this model. This is to amuse such as ourselves. Made by billions, played by trillions.

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Analysis

The conversations in this video are the state-of-the-art in thinking about DMT-like states of consciousness from a phenomenological and theoretical point of view. Everyone on this panel has used ayahuasca and/or vaped DMT dozens if not hundreds of times, as well as guided trips for dozens of people. They also know an extended network of others with wide amount of experience with the state, and have been exposed to all of the major memes in the transpersonal space and mystical traditions. So what they say is likely representative of the frameworks that are used at the top of the “knowledge hierarchy” when it comes to genuine acquaintance with the phenomenal universe of DMT.

Now, I am an indirect realist about perception myself, and I think that we are in basement reality (sadly). The suffering of this world is enormous and brutal, and the stakes of thinking we are in a loving simulation are very high and real. Every day we don’t work towards eliminating suffering is a day millions of agonizing hours could have been prevented. Hence my resistance to beliefs like “we are in a simulation that is meant to help us learn and grow!” Hopefully! But let’s make sure we don’t screw up in case that’s not true.

That said, I do think DMT-like consciousness is of profound significance and may play a key role in eliminating suffering, on two fronts:

1) These states of consciousness are remarkable for creating extremely compelling renderings of one’s metaphysics, which can lead to “leveling up” one’s models of the world. And,

2) I also do think the “vibration of love” is a thing, in terms of quality of a state of consciousness, which is present in plentiful amounts on good DMT experiences.

My core question in this space now would be: How do we hone in on the beautiful consonant high-energy metta (loving kindness) qualia disclosed by these states, and study it scientifically for the benefit of all sentient beings?