[Daniel spent two weeks practicing 10 to 14 hours a day a fire-focused meditation called Fire Kasina. This meditation technique involves, among other things, looking at a candle flame and then closing one’s eyes and examining the after-image of the fire, and doing this repeatedly over many hours. He started getting interesting visual effects on the second day of the retreat. Over the course of the first week he cycled between difficult and effortless meditation sessions, experienced lots of Jhana and Jhana-Kasina hybrid experiences, reported weird dreams, and described visual hallucinations of various sorts. As the week went on he started experiencing a strange and dysphoric change during the evenings: rather than colors being intensified, something about his experience seemed to be turning every color into grey. Fire Kasina is used to amplify the experience of phenomenal color to great heights, so it seemed strange that for some reason after several days of the practice everything started being grey; he couldn’t stop it. Nonetheless, he persevered. What follows is his description of the meditation breakthrough he experienced on the 7th day of the retreat.]
[24:20]: I was thinking that one of the interesting things that has happened was that the Goddess of Fire told me that I should become a King of Fire – hehe – which seems a bit of a stretch, but it was inspiring anyway. And so the Tarot card for “King of Fire” is the King of Wands and the message is to be a super-dad, to be supportive of the family, to be good in relationships, to be good in career, accomplish it all simultaneously… and smile while doing it. Interesting instructions. Probably of great relevance and utility if properly applied. Anyway. There it is.
Well, so, the grey I’ve been seeing at the end of the night turns out is a doorway to wondrous, wondrous things. So, this morning my sitting was good, and clear, and relatively typical for a good morning sit. And then in the afternoon: Wow! For my first sit of the afternoon my mantra became “Orchestral” added to all sorts of other parts. And it began just shuddering at the whole of reality. It became exquisite, amazing, like basking in the presence of a “Divine Orchestra”: The radiator was making interesting sounds. Duncan also described this beautiful music, which I now understand. Well, it became exquisite, and it all harmonized into this wondrous thing that I wanted to record. I wanted to get it on my laptop on my Logic Pro and somehow figure out how to recreate what I was hearing and experiencing. I felt like I could sit there forever while the mantra was going on, powerful and remarkable.
The next sit is when the colors opened up. And then I started to notice that out of the black, and white, and grey, colors were showing up. And I had noticed this before. A sort of copper or magenta that was, you know, a very exquisite color off of the white and grey. And yellow off of the white, and grey, and black, that was different and new.
And THIS was like, every color was suddenly there. And I could morph the color into any color. Exquisite colors. Subtleties of hue and shade… that wouldn’t exist in the best art store in the entire universe selling all the coolest shades and paint colors of light. And it would shift through magnificent yellows and sparkling golds into rich oranges and amber colors, and peach tones, and magenta, and reds, and rich reds, and bright reds, and pinkish reds, and subtle pinks, and silver pinks, and pale… pale, pale whiteish pinks of the most exquisite variety, and down into the blues and into purples, into the blue-greens and I got greens… and remarkable rich greens, amazing greens, forest greens, Kelly greens, silver greens, light peridot greens. Incredible colors. And the violet hues! Deep rich violet. And even the greys were exquisite: silver black, steel black, silver grey… just unbelievable shades even between black and white that weren’t even colored but were just exquisite.
In the sit I felt like it could go on forever. I could call up whatever color and just give it a few seconds and it would just shift into the new color. And then I went outside when Tommy came here (great guy) […]. I went out to see him and I was high as a freaking kite on just seeing the most amazing exquisite colors due to the power of this meditation. And everything, the greys of the driveway were awesome, the leaf colors were amazing, the sky… the plants, the plants… some of the greens of the plants were just magnificent. Like, just overwhelming beauty.
And then things progressed and I got so that I could turn these colors into anything I wanted, and just give it a few seconds and it would show up. So I created a dragon in a sort of magnificent purple-dark-green-dark-blue-iridescent scaly set of colors. And had his fire breadth come out as first as reddish, and then purple, and green, and yellow, and black. Just amazing!
Modified by CombineZP
And then I would make one half of my visual field one color, and one half the other color, and compare the two colors and fine-tune the shades until they went together just exquisitely… anyway, I simply just had an utterly mind-bogglingly enjoyable time playing with the ability to create shades of light and color and images with them just effortlessly, just by asking for them to show up. And I was getting fruitions off of these colors. I got a fruition just off of peach. A sort of exquisite peach color.
And then, finally… finally… and here it is… day 7 or 8 of this retreat… I was able to get the images starting like I got before. Spinning things like they would take everything out and lead to fruition and do that again and again like I got multiple fruitions would just go back to the spinning things, and take out the spinning things. And I got this amber, sort of pixelated squares, and they stuttered and came out by the impermanence door. This has just been an amazing, amazing day.
The glorious highs of it are wearing off. And if I crash as hard as I went up, I’m going to be in trouble. Because it would be hard to overstate how exquisite these sits have been this afternoon and evening. Anyway, so Duncan is now seeing the grey… so he may be close. And Florian is been getting white and black, so he may be close to these things as well. It would be fascinating to see if they have the same ecstatic reaction that I’ve had. Truly the word “rapturous” barely does justice to how much fun the day has been. Anyway…
So, be well.
[36:00]: Note to self: “Do this more often!”. Goodness gracious! The appreciation of color, the peace in the body, the stability of attention… unbelievable, amazing. The color control is remarkable. The ability to tune into your colors, to any shade, just… it is hard to explain how fun that is. Now I can generate images that demonstrate parallax, so that when I move my head, they would move like you’d think they should move in relationship with how I move my head. So they now have a 3-dimensional spatial life.
Got a fruition by creating a fire-breathing dragon, and then turning the fire on myself. And when it reached my eyes, that caused the fruition. I’ve seen landscapes, and 3-dimensional spatial structures, and visions of just such exquisite, complicated, intricate, amazing, and diverse beauty. It is hard to explain the gratitude I feel for these practices and what they can do. And that I’m in such fine company: Duncan, and Florian, and Tommy are all excellent people. Extremely helpful, great attitudes, fascinating backgrounds and knowledges and skillsets. They are truly remarkable people and I’m grateful to have found them and to have the opportunity to sit with them and share these things. We laugh nearly continuously during our meals, which are exquisite. We keep each other well entertained somehow, still get very deep transformative practice time in. They are respectful of everyone, of these things, and good practitioners. So it’s a joy to be practicing with them.
I’ve seen one image that had a sense of intelligence sitting on a chair change form again and again and again. Into all these different types of entities. But I haven’t yet gotten a proper kind of fruition with the intelligent eyes looking back at me yet on this retreat. So… more to do. I still haven’t done the candle flame, moving things with my mind. But perhaps that is coming. I hope so. Alright, dear listener, or listeners, whoever you may be, I hope you are well. I hope that one day you have the interest and opportunity to practice these things as we are here today. For this is the good stuff, as they say.
Daniel Ingram talks about “color control” during Fire Kasina meditation – the ability to control the phenomenal color of experience. Can this be achieved pharmacologically?
Cognitive scientist Steven Lehar reports that combining LSD, Ketamine, and THC at the same time can give rise to an interesting phenomenon he calls “free-wheeling hallucinations”.
These hallucinations are the psychedelic equivalent of lucid dreams. Namely, they are very intense but highly controllable states of mind where you can “will into being” whatever you want (up to a certain level of complexity).
It’s as if you’ve gained “root access” to the parameters of your inner world-simulation and you can create complex psychedelic scenery and simulated environments.
Daniel Ingram talks about developing the ability of instantiating one color on one side of the visual field and a different color on the other in order to compare them side by side.
Wada tests are medical procedures in which only one of your brain hemispheres receives a sedative drug at a time. This can be useful in order to determine which hemisphere can be ablated in order to treat epilepsy.
But we could generalize it! We can inject one drug in one hemisphere and a different drug in another. In fact, this could be a core research paradigm in the future for qualia research.
In the following video Leo Gura from actualized.org talks about his 30-day 5-MeO-DMT streak experiment. In this post I’ll highlight some of the notable things he said and comment along the way using a QRI-lens to interpret his experiences (if you would rather make up your mind about what he says without my commentary just go and watch the video on your own before reading what I have to say about it).
Thankfully I didn’t have to wait a month to satisfy my curiosity and see what happened after his period of isolation because by the time I found about it he had already posted his post-retreat video. Well, it turns out that he used those 30 days of isolation to conduct a very hard-core psychedelic experiment. Namely, he took high doses of 5-MeO-DMT daily for the entire month. I’ve never heard of anyone doing this before.
Learning about what he experienced during that month is of special interest to me for many reasons. In particular, thanks to previous research about extreme bliss and suffering, we had determined that 5-MeO-DMT is currently the psychedelic drug that has the most powerful and intense effects on valence. Recall Logarithmic Scales of Pleasure and Pain (video): many lines of evidence point to the fact that extreme states of consciousness are surprisingly powerful in ways that are completely counterintuitive. So when Leo says that there are “many levels of awakening” and goes on to discuss how each level is unrecognizably more intense and deeper than the previous one, I am very much inclined to believe he is trying to convey a true property of his experiences. Note that Leo did not only indulge in psychedelics; we are talking about 5-MeO-DMT in particular, which is the thermonuclear bomb version of a psychoactive drug (as with Plutonium, this stuff is best handled with caution). More so, thankfully Leo is very eloquent, which is rare among people who have had many extreme experiences. So I was very eager to hear what he had to say.
While I can very easily believe his trip reports when it comes to their profundity, intensity, and extraordinary degree of consciousness, I do not particularly find his interpretations of these experiences convincing. As I go about describing his video, I will point out ways in which you can take as veridical his phenomenological descriptions without at the same time having to agree with his interpretations of them. More so, if you end up exploring these varieties of altered states yourself, by reading this you will now at least have two different and competing frameworks to explain your experiences. This, I think, is an improvement. Right now the psychedelic and scientific community has very few lenses with which to interpret something as extraordinary as 5-MeO-DMT experiences. And I believe this comes at a great cost to people’s sanity and epistemic rationality.
What Are Leo’s Background Assumptions?
In the pre-retreat video Leo says that his core teachings (and what he attempts to realize on his own self) are: (1) you are literally God, (2) there is nothing but consciousness – God is infinite consciousness, (3) everything is states of consciousness – everything at all times is a different state of consciousness, (4) you are love – and love is absolute – this is all constructed out of love – fear is just fear of aspects of yourself you have disconnected from, (5) you have no beginning and no end, (6) you should be radically open-minded. Then he also adds that physical and mental health issues are just manifestations of your resistance to realizing that you are God.
What Are My Background Assumptions?
I am quite sympathetic to the idea of oneness, which is also talked about with terms like nonduality and monopsychism. In philosophical terminology, which I find to be more precise and rigorous, this concept goes by the name of Open Individualism – the belief that we are all one single consciousness. I have written extensively about Open Individualism in the past (e.g. 1, 2, 3), but I would like to point out that the arguments I’ve presented in favor of this view are not based on direct experience, but rather, on logical consistency from background assumptions we take for granted. For instance, if you assume that you are the same subject of experience you were a second ago, it follows that you can exist in two points in space-time and still be the same being. Your physical configuration is different than a few seconds ago (let alone a decade), you have slightly different memories, the neurons active are different, etc. For every property you point out as your “identity carrier” I can find a counter-example where such carrier changes a little while you still remain the same subject of experience. Add to that teleportation, fission, fusion, and gradual replacement thought experiments and you can build a framework where you can become any other arbitrary person without a loss of identity. These lines of argumentation coupled with the transitivity of identity can build the case that we are indeed all one to begin with.
But realize that rather than saying that you can grasp this (potential) truth directly from first person experience, I build from agreed upon assumptions to arrive at an otherwise outlandish view. Understanding the argument does not entail “feeling we are all one”, and neither does feeling we are all one entails understanding the arguments!
Indirect Realism About Perception
There is a mind-independent world out there and you never get to experience it directly. In some sense, we each live in a private skull-bound world-simulation that tracks the fitness-relevant features of our environment. Hence, during meditation, dreaming, or psychedelic states you are not accessing any sort of external reality directly, but rather, exploring possible configurations and qualities of your inner world-simulation. This is something that Leo may implicitly not realize. In particular, interpreting 5-MeO-DMT experiences through direct realism (also called naïve realism – the view that you experience the world directly through your senses) would make you think that you are literally merging with the entire cosmos on the drug. Whereas interpreting those experiences with indirect realism merely entails that your inner boundaries are dissolving. In other words, the partitions inside your world-simulation are what implements the feeling of the self-other duality. And since 5-MeO-DMT dissolves inner boundaries, it feels as though you are becoming one with your surroundings (and the rest of reality).
Physicalism and Panpsychism
An important background assumption is that the laws of physics accurately describe the behavior of the universe. This is distinct from materialism, which would also posit that all matter is inherently insentient. Physicalism merely says that the laws of physics describe the behavior of the physical, but leaves its intrinsic nature as an open question. Together with panpsychism, however, physicalism entails that what the laws of physics are describing is the behavior of consciousness.
What makes an experience feel good or bad is not its semantic content, its computational use, or even whether the experience is self-reinforcing or not. What makes experiences feel good or bad is their structure. In particular, a very promising idea that will come up below is that highly symmetrical states of consciousness are inherently blissful, such as those we can access during orgasm, meditation, psychedelics, or even just good food and a hug. Recall that 5-MeO-DMT dissolves internal boundaries, and this is indicative of increased inner symmetry (where the boundaries themselves entail symmetry breaking operations). Thus, an exotic state of oneness is blissful not because you are merging with God, but “merely” because it has a higher degree of symmetry and therefore it’s valence is higher than what we can normally experience. In particular, the symmetry I’m talking abut here may be an objective feature of experiences perhaps even measurable with today’s neuroimaging technology.
There are additional key background philosophical assumptions, but the above are enough to get us started analyzing Leo’s 5-MeO-DMT journey from a different angle.
[Video descriptions are in italics whereas my commentary is bolded.]
For the first 8 minutes or so Leo explains that people do not really know that there are many levels of enlightenment. He starts out strong by claiming that he has reached levels of enlightenment that nobody (or perhaps just a few people) have ever reached. More so, while he agrees with the teachings of meditation masters of the past, he questions the levels of awakening that they had actually reached. It takes one to know one, and he claims that he’s seen things far beyond what previous teachers have talked about. More so, he argues that people simply have no way of knowing how enlightened their teachers are. People just trust books, gurus, teachers, religious leaders, etc. about whether they are “fully” enlightened, but how could they know for sure without reaching their level, and then surpassing them? He wraps up this part of the video by saying that the only viable path is to go all the way by yourself – to dismiss all the teachers, all the books, and all the instructions and see how far you can go on your own when genuinely pursuing truth by yourself.
With this epistemological caveat out of the way, Leo goes on to describe his methodology. Namely, he embarked on a quest of taking 5-MeO-DMT at increasing doses every day for 30 days in a row.
At 10:05 he says that within a week of this protocol he started reaching levels of awakening so elevated that he realized he had already surpassed every single spiritual teacher that he had ever heard of. He started writing a manifesto explaining this, claiming that even the most enlightened humans are not truly as awake as he became during that week. That it had became “completely transparent that most people who say they are awake or teach awakening are not even 1% awake”. But he decided not to go forward with the manifesto because he still values the teachings of spiritual leaders, whom according to him are doing a great service to mankind. He didn’t want to start, what he called, a “nonduality war” (which is of course a fascinating term if you think about it).
The main thing I’d like to comment here is that Leo is never entirely clear about what makes an “awakening experience” authentic. From what I gather (and from what comes next in the video) we can infer that the leading criteria consists of a fuzzy blend of experience of certainty, feeling of unity, and sense of direct knowing coupled together. To the extent that 5-MeO-DMT does all of these things to an extraordinary degree, we can take Leo on his words that he indeed experienced states of consciousness that feel like awakening that are most likely inaccessible to everyone who hasn’t gone through a protocol like his. What is still unclear is how exactly the semantic contents of these experiences are verified by means other than intuition. We will come back to that.
At 16:00 he makes the distinction between awakening as merely “cessation”, “nothingness”, “emptiness”, “the Self”, or that “you are nothing and everything” versus what he has been experiencing. He agrees that those are true and worthy realizations, but he claims that before his experiences, these understandings were still only realized at a very “low level”. Other masters, he claims, may care about ending suffering, about peace, about emptiness, and so on. But that nobody seems to truly care about understanding reality (because otherwise they would be doing what he’s doing). He rebukes possible critics (arguably of the Zen variety) who would say that “understanding is a function of the mind” so the goal shouldn’t be to understand. He asserts that no, based on his lived experience, that consciousness is capable of “infinite understanding”.
Notwithstanding the challenges posed by ultrafinitism, I am also inclined to believe Leo that he has experienced completely new varieties of “understanding”. In my model of the mind, understanding something means to have the ability to render it in your world-simulation in a particular kind of way that allows you to see it from every possible angle you have access to. On 5-MeO-DMT, as we will see to a greater extent below, a certain new set of projective operations get unlocked that allow you to render information from many, many more points of view at the same time. It is unclear whether this is possible with meditation alone (in personal communication, Daniel Ingram said yes) but it is certainly extraordinarily rare for even advanced meditators to be able to do this. So I am with Leo when it comes to describing “new kinds of understandings”. But perhaps I am not on board when it comes to claiming that the content of such understandings is an accurate rendering of the structure of reality.
At 18:30 Leo asserts that what happened to him is that over the course of the first week of his experiment he “completely understood reality, completely understood what God is”. God has no beginning and no end. He explains that normal human understanding sees situations from a single point of view (such as from the past to the future). But that actual infinite reality is from all sides at once: “When you are in full God consciousness, you look around the room, and you can see it from every single point of view, from an infinite number of angle and perspectives. You see that every part of the room generates and manufactures and creates every other part. […] Here when you are in God consciousness, you see it from every single possible dimension and angle. It’s not happening lilnearly, it’s all in the present now. And you can see it from every angle almost as though, if you take a watermelon and you do a cross-section with a giant knife, through that watermelon, and you keep doing cross-section, cross-section, cross-section in various different angles, eventually you’ll slice it up into an infinite number of perspectives. And then you’ll understand the entire watermelon as a sort of a whole. Whereas usually as humans what we do is we slice down that watermelon just right down the middle. And we just see that one cross-section.”
Now, this is extremely interesting. But first, it’s important to point out that here Leo might implicitly be reasoning about his experience through the lens of direct realism about perception. That is, that as he experiences this profound sense of understanding that encompasses every possible angle at once, he seems to believe that this is an understanding of his environment, of his future and past, and of reality as a whole. On the other hand, if you start out assuming indirect realism about perception, how you interpret this experience would be in terms of the instantiation of new exotic geometries of your own world-simulation. Here I must bring up the analysis of “regular” DMT (i.e. n,n-DMT) experiences through the lens of hyperbolic geometry. Indeed, regular DMT elevates the energy of your consciousness, which manifests in brighter colors, fast movement, intricate and detailed patterns, and as curved phenomenal space. We know this because of numerous trip reports from people well educated in advanced mathematics who claim that the visual symmetries one can experience on DMT (at doses above 10mg) have hyperbolic curvature (cf. hyperbolic orbifolds). It is also consistent with many other phenomena one can experience on DMT (see the Eli 5 for a quick summary). But you should keep in mind that this analysis never claims that you are experiencing directly a mind-independent “hyperspace”. Rather, the analysis focuses on how DMT modifies the geometric properties of your inner world-simulation.
Energy-complexity landscape on DMT
DMT trip progression
Intriguingly, our inner world-simulations work with projective geometry. In normal circumstances our world-simulations have a consistent set of projective points at infinity – they render the modal and amodal features of our experience in projective scenes that are globally consistent. But psychedelics can give rise to this phenomenon of “point-of-view-fragmentation“, where your experience becomes a patchwork of inconsistent projective renderings. So even on “regular” DMT you can get the profound feeling of “seeing something from multiple points of view at once”. Enhanced with hyperbolic geometry, this can cause the stark impression that you can explore “hyperspace” with a kind of “ultra-understanding”.
Looking beyond “regular” DMT, 5-MeO-DMT is yet more crazy than that. You see, even on DMT you get the feeling that you are restricted in the number of points of view from which you can see something at the same time. You can see it from many more points of view than normal, but it’s still restricted. But the extreme “smoothing” of experience that 5-MeO-DMT causes makes it so that you cannot distinguish one point of view from another. So they all blend together. Not only do you experience semantic content from “multiple points of view at once” as in DMT, but you can erase distinctions between points of view so that one’s sense of knowing arises involving a totally new kind of projective effect, in which you actually feel you can see something from “every point of view at once”. It feels that you have unlocked a kind of omniscience. This already happens on other psychedelics to a lesser extent (and in meditation, and even sober life to an even lesser extent, but still there), and it is a consequence of smoothing the geometry of your experience to such an extent that there are no symmetry-breaking imperfections “with which to orient a projective point”. I suspect that the higher “formless” jhanas of “boundless space” and “boundless consciousness” are hitting at this effect. And on 5-MeO-DMT this effect is pronounced. More so, because of the connection between symmetry and smoothness of space (cf. Geometry Through the Eyes of Felix Klein) when this happens you will also automatically be instantiating a high-dimensional group. And according to the Symmetry Theory of Valence, this ought to be extraordinarily blissful. And indeed it is.
This is, perhaps, partly what is going on in the experience that Leo is describing. Again, I am inclined to believe his description, but happy to dismiss his naïve interpretation.
At 23:15 Leo describes how from his 5-MeO-DMT point of view he realized what “consciousness truly is”. And that is an “infinitely interconnected self-communicating field”. In normal everyday states of consciousness the different parts of your experience are “connected” but not “communicating.” But on 5-MeO, “as you become more conscious, what happens is that every point in space inter-connects with itself and starts to communicate with itself. This is a really profound, shocking, mystical experience. And it keeps getting cranked up more and more and more. You can call it omniscience, or telepathy. And it’s like the universal communication system gets turned on for the first time. Right now your conscious field is not in infinite communication with itself. It’s fragmented and divided. Such that you think I’m over here, you are over there, my computer is over here, your computer is over there…”. He explains that if we were to realize we are all one, we would then instantly be able to communicate between each other.
Here again we get extremely different interpretations of the phenomena Leo describes depending on whether you believe in direct or indirect realism about perception. As Leo implicitly assumes direct realism about perception, he interprets this effect as literally switching on an “universal communication system” between every points in reality, whereas the indirect realist interpretation would be that you have somehow interlocked the pieces of your conscious experience in such a way that they now act as an interconnected whole. This is something that indeed has been reported before, and at QRI we call this effect “networkintegration“. A simple way of encapsulating this phenomenon would be by saying that the cross-frequency coupling of your nervous system is massively increased so that there is seamless information and energy transfer between vibrations at different scales (to a much lesser extent MDMA also does this, but 5-MeO-DMT is the most powerful “integration aid” we know of). This sounds crazy but it really isn’t. After all, your nervous system is a network of oscillators. It stands to reason that you can change how they interact with one another by fine-tuning their connections and get as a result decoupling of vibrations (e.g. SSRIs), or coupling only between vibrations of a specific frequency (e.g. stimulants and depressants), or more coupling in general (e.g. psychedelics). In particular, 5-MeO-DMT does seem to cause a massively effective kind of fractal coupling, where every vibration can get in tune with every other vibration. And recall, since a lot of our inner world simulation is about representing “external reality”, this effect can give rise to the feeling that you can now instantly communicate with other parts of reality as a whole. This, from my point of view, is merely misinterpreting the experience by imagining that you have direct access to your surroundings.
At 34:52 Leo explains that you just need 5-MeO-DMT to experience these awakenings. And yet, he also claims that everything in reality is imaginary. It is all something that you, as God, are imagining because “you need a story to deny that you are infinite consciousness.” Even though the neurotransmitters are imaginary, you still need to modify them in order to have this experience: “I’m talking about superhuman levels of consciousness. These are not levels of consciousness that you can access sober. You need to literally upgrade the neurotransmitters in your imaginary brain. And yes, your brain is still imaginary, and those neurotransmitters are imaginary. But you still need to upgrade them nevertheless in order to access some of the things I say.”
Needless to say, it’s bizarre that you would need imaginary neurotransmitter-mimicking molecules in your brain in order to realize that all of reality is your own imagination. When you dream, do you need to find a specific drug inside your dream in order to wake up from the dream? Perhaps this view can indeed be steel-manned, but the odds seem stacked against it.
At 38:30 he starts talking about his pornography collection. He assembles nude images of women, not only to relieve horniness, but also as a kind of pursuit of aesthetics. Pictures of nude super-models are some of the most beautiful things a (straight) man can see. He brings this up in order to talk about how he then at some point started exploring watching these pictures on 5-MeO-DMT. Recollecting this brings him to tears because of how beautiful the experiences were. He states “you’ve never really seen porn until you’ve seen it on 5-MeO-DMT.” He claims that he started to feel that this way he really felt that it is you (God) that is beautiful, which is manifested through those pictures.
A robust finding in the psychology of sexual attraction is that symmetry in faces is correlated with attractiveness. Indeed, more regular faces tend to be perceived as more beautiful. Amazingly, you can play with this effect by decorating someone’s face with face-paint. The more symmetrical the pattern, the more beautiful the face looks (and vice-versa). Arguably, the effect Leo is describing where people who are already beautiful become unbelievably pretty on 5-MeO-DMT involves embedding high-dimensional symmetries into the way you render them in your world-simulation. A lesser, and perhaps more reliable, version of this effect happens when you look at people on MDMA. They look way more attractive than what they look like sober.
Leo then brings up (~41:30) that he started to take 5-MeO-DMT on warm baths as well, which he reassures us is not as dangerous as it sounds (not enough water to drown if he experiences a whiteout). [It’s important to mention that people have died by taking ketamine on bath tubs; although a different drug, it is arguably still extremely dangerous to take 5-MeO-DMT alone on a bathtub; don’t do it]. He then has an incredible awakening surrendering to God consciousness in the bathtub, on 5-MeO-DMT, jerking off to beautiful women in the screen of his laptop. He gets a profound insight into the very “nature of desire”. He explains that it is very difficult to recognize the true nature of desire while on a normal level of consciousness because our desires are biased and fragmented. When “your consciousness becomes infinite” those biases dissolve, and you experience desire in its pure form. Which according to his direct experience turned out to be “desire for God, desire for myself”. And this is because you are, deep down “infinite love”. When you desire a husband, or sex, or whatever, you are really desiring God in disguise. But the problem is that since your path to God is constrained by the form you desire, your connection to God is not stable. But once you have this experience of complete understanding of what desire is, you finally get your desire fully quenched by experiencing God’s love.
This is a very deep point. It is related to what I’ve sometimes called the “most important philosophical question“, which is: is valence a spiritual phenomenon or spirituality a valence phenomenon? In other words, do we find experiences of God blissful because they have harmony and symmetry, or perhaps is it the other way around, where even the most trivial of pleasures, like drinking a good smoothy, feels good because it temporarily “gets you closer to God”? I lean towards the former, and that in fact mystical experiences are so beautiful because they are indeed extremely harmonious and resonant states of consciousness, and not because they take you closer to God. But I know very smart people who can’t decide between these views. For example, my friend Stuart Garvagh writes:
What if the two options are indistinguishable? Suppose valence is a measure of the harmony/symmetry of the object of consciousness, and the experience of “Oneness” or Cosmic Consciousness is equivalent to having the object of consciousness be all of creation (God‘s object), a highly symmetrical, full-spectrum object (full of bliss, light, love, beingness, all-knowledge, empty of discernible content or information). All objects of consciousness are distortions (or refractions, or something) of this one object. Happiness is equivalent to reducing or “polishing-out” these distortions. Thus, what appears to be just the fact of certain states being more pleasant than others is equivalent to certain states being closer to God‘s creation as a whole. Obviously this is all pure speculation and just a story to illustrate a point, but I could see it being very tough to tease apart the truth-value of 1 and 2. Note: I’m fairly agnostic myself, but lean towards 2 (bliss is the perfume of “God realizing God” or the subject of experience knowing Itself). I would very much love to have this question answered convincingly!
At 50:00 Leo says that “everything I’ve described so far is really a prelude to the real heart of awakening, which is the discovery of love. […] I had already awakened to love a number of times, but this was deeper. By the two week mark the love really started to crack open. Infinite self-love. You are drowning on this love.” He goes on to describe how at this point he was developing a form of telepathy that allowed him to communicate with God directly (which is, of course, a way of talking to himself as he is God already). It’s just a helpful way to further develop. And what God was showing him was how to receive self-love. It was so much at first he couldn’t handle it. And so he went through a self-purification process.
An interesting lens with which to interpret this experience of purification is that of neural annealing. Each 5-MeO-DMT experience would be making Leo’s nervous system resonate in ways in new ways, slowly writing over previous patterns and entraining the characteristic high-symmetry patterns of the state. Over time, the nervous system adjusts its weights in order to be able to handle that resonance without getting its patterns over-written. In other words, Leo has been transforming his nervous system into a kind of high-valence machine, which is of course very beneficial for intrinsic feelings of wellbeing (though perhaps detrimental to one’s epistemology).
55:00: He points out that unlike addictive drugs, he actually had to push himself very hard to continue to take 5-MeO-DMT everyday for 30 days. He stopped wanting to do it. The ego didn’t want it. And yes, it was pleasurable once he surrendered on every session, but it was difficult, heavy spiritual work. He says that he could only really do this because of years of practice with and without psychedelics, intense meditation, and a lot of personal development. And because of this, he explains his 5-MeO experiences felt like “years of spiritual work condensed into a single hour.” He then says that God will never judge you, and will help you to accept whatever terrible things you’ve done. And many of his subsequent trips were centered around self-acceptance.
Following the path of progressive neural annealing, going deeper and deeper into a state of self-acceptance can be understood as a deeper harmonization of your nervous system with itself.
At 1:01:20, Leo claims to have figured out what the purpose of reality truly is: “Reality is a contest for who can love who more. That’s really what life is about when you are fully conscious. […] Consciousness is a race for who can love who more. […] An intelligent fully conscious consciousness would only be interested in love. It wouldn’t be interested in anything else. Because everything else is inferior. […] Everything else is just utter silliness!”
I tend to agree with this, though perhaps not in an agentive way. As David Pearce says: “the pleasure-pain axis discloses the universe’s intrinsic value function.” So when you’ve annealed extremely harmonious patterns and do not get distracted by negative emotion, naturally, all there is left to do is maximize love. Unless we mess up, this is the only good final destiny for the cosmos (albeit perhaps it might take the form of a Hedonium shockwave, which at least in our current human form, sound utterly unappealing to most people).
1:06:10 “[God’s love] sparks you to also want to love it back. You see, it turns into a reciprocal reaction, where it is like two mirrors that are mirroring light between each other like a laser beam that is bouncing between two mirrors. And it’s bouncing back and forth and back and forth. And as it bounces back and forth it becomes more and more concentrated. And it strengthens. And it becomes more coherent. And so that’s what started happening. At first it started out as just a little game. Like ‘I love you, I love you, I love you’. A little game. It sounds like it’s almost like childish. And it sort of was. But then it morphed from being this childish thing, into being this serious existential business. This turned into the work. This was the true awakening. Is that with the two mirrors, you know, first it took a little while to get the two mirrors aligned. Because you know if the two mirrors are not perfectly aligned, the laser beam will kind of bounce back and forth in different directions. It’s not going to really concentrate. So that was happening at first. […] The love started bouncing back and forth between us, and getting stronger and stronger. […] Each time it bounces back to me it transforms me. It opens me up deeper. And as it opens me up deeper it reveals blockages and obstacles to my capacity to love.”
Misaligned mirrors letting energy fly away
Aligned mirrors concentrating coherent energy
Now this is a fascinating account. And while Leo interprets it in a completely mystical way, the description also fits very well an annealing process where the nervous system gets more and more fine-tuned in order to be able to contain high levels of coherent energy via symmetry. Again, this would be extremely high-valence as a consequence of the Symmetry Theory of Valence. Notice that we’ve talked about this phenomenon of “infinite mirrors” on psychedelics since 2016 (see: Algorithmic Reduction of Psychedelic States).
At ~1:09:30 he starts discussing that at this point he was confronted by God about whether he was willing to love the holocaust, and rape, and murder, and bullies, and people of all sorts, even devil worshipers.
Two important points here. First, it is a bit ambiguous whether Leo here is using the word “love” in the sense of “enjoyment” or in the sense of “loving-kindness and compassion”. The former would be disturbing while the latter would be admirable. I suppose he was talking about the latter, in which case “loving rape” would refer to “being able to accept and forgive those who rape” which indeed sounds very Godly. This radical move is explored in metta (loving-kindness) meditation and it seems healthy on the whole. And second: Why? Why go through the trouble of embracing all the evil and repulsive aspects of ourselves? One interpretation here, coming back to the analysis based on neural annealing, is that any little kink or imperfection caused by negative emotion in our nervous system will create slight symmetry breaking effects on the resonance of the entire system as whole. So after you’ve “polished and aligned the mirrors for long enough” the tiny imperfections become the next natural blockage to overcome in order to maximize the preservation of coherent energy via symmetry.
~1:12:00 Leo explains that the hardest thing to love is your own self-hatred. In the bouncing off of the love between you and God, with each bounce, you find that the parts you hate about yourself reflect an imperfect love. But God loves all of you including your self-hatred. So he pings you about that. And once you can accept it, that’s what truly changes you. “Because when you feel that love, and you feel how accepting it is, and how forgiving it is of all of your evil and of all of your sins… that’s the thing that kills you, that transforms you. That’s what breaks your heart, wide open. That’s what gets you to surrender. That’s what humbles you. That’s what heals you.” Leo then explains that he discovered what “healing is”. And it is “truth and love”. That in order to heal anyone, you need to love them and accept them. Not via sappy postcards and white lies but by truth. He also states that all physical, mental, and spiritual ailments have, at their root, lack of love.
If love is one of the cleanest expressions of high-valence symmetry and resonance, we can certainly expect that inundating a nervous system with it will smooth and clean its blockages, i.e. the sources of neural dissonance. Hence the incredible power of MDMA on healing nervous systems in the short-term. Indeed, positive emotion is itself healing and enhances neural coherence. But where I think this view is incomplete is in diagnosing the terrible suffering that goes on in the world in terms of a lack of love. For instance, are cluster headaches really just the result of lack of self-love? In here must bring back the background assumption of physicalism and make a firm statement that if we fall into illusion about the nature of reality we risk not saving people (and sentient beings more generally) who are really in the depth of Hell. Just loving them without taking the causally-relevant physical action to prevent their suffering is, in my opinion, not true love. Hence the importance of maintaining a high level of epistemic rigor: for the sake of others. (See: Hell Must Be Destroyed).
1:22:30 Leo explains that in this “love contest” with God of bouncing off love through parallel mirrors the love became so deep that for the first time in his life he felt the need to apologize: “I’m sorry for not loving more.” He goes into a sermon about how we are petty, and selfish, etc. and how God loves us anyway. “Real love means: I really love you as you are. And I don’t need anything from you. And especially all those things that you think I want you to change about you, I don’t need you to change. I can accept them all exactly as they are. Because that’s love. And when you realize THAT, that’s what transforms you. It is not that God says that he loves you. He is demonstrating it. It’s the demonstration that transforms you.” Leo expresses that he was then for the first time in his life able to say “thank you” sincerely. Specifically, “thank you for your love”: “This is the point at which you’ve really been touched by God’s love. And at this point you realize that that’s it, that’s the point, that’s the lesson in life. That’s my only job. It’s to love.” And finally, that for the first time in his life he was able to say “I love you” and truly mean it. “And you fall in love with God… but it doesn’t end there.”
An interesting interpretation of the felt-sense of “truly meaning” words like “I’m sorry”, “thank you”, and “I love you” is that at this point Leo has really deeply annealed his nervous system into a vessel for coherent energy. In other words, at this point he is saying and meaning those words through the whole of his nervous system, rather than them coming from a fragmented region of a complex set of competing internal family systems in a scattered way. Which is, of course, the way it usually goes.
1:35:30 Leo explains that at this point he started going into the stage of being able to radiate love. That he was unable to radiate love before. “I love that you are not capable of love. I love that. And when that hits you, that’s what fills you with enough love to overcome your resistance to love that next level thing that you couldn’t love.” Then at ~ 1:38:00 it gets really serious. Leo explains that so far he was just loving and accepting past events and people. But he was then asked by God whether he would be willing to live through the worst things that have happened and will happen. To incarnate and be tortured, among many other horrible things. And that’s what true love really means. “When you see a murder on the TV, you have to realize that God lived through that. And the only reason he lived through that is because it loved it.”
I do not understand this. Here is where the distinction between the two kinds of senses of the word “love” become very important. I worry that Leo has annealed to the version of love with the meaning of “enjoyment” rather than “loving-kindness and compassion”. Because a loving God would be happy to take the place of someone who went through Hell. But would a loving God send himself to Hell if nobody had to in the first place? That would just create suffering out of nothing. So I am confused about why Leo would believe this to be the case. It’s quite possible that there are many maxima of symmetry in the nervous system you can achieve with 5-MeO-DMT, and some of them are loving in the sense of compassionate and others are crazy and would be willing to create suffering out of nothing from a misguided understanding of what love is supposed to be. Again, handle Plutonium with caution.
1:43:00 Leo started wondering “what is reality then?” And the answer was: “It’s infinite consciousness. Infinite formless consciousness. So what happens was that my mind in my visual field as I was in that bathtub. My mind and my visual field focused in on empty space, and I sort of zoomed into that empty space and realized that that empty space is just love”. He then describes a process where his consciousness became more and more concentrated and absorbed into space, each dot of consciousness branching out into more and more dots of consciousness, turning into the brightest possible white light. But when he inquired into what was that white light he kept seeing that there was no end to it, and rather, that each point was always connected to more points. Inquiring further, he would get the response that at the core, reality is pure love. That it wouldn’t be and couldn’t be any other way.
The description sounds remarkably close to the formless jhanas such as “boundless space” and “boundless consciousness”. The description itself is extremely reminiscent of an annealing process, reaching a highly energized state of consciousness nearly devoid of information content and nearly perfectly symmetrical. The fact that at this incredibly annealed level he felt so much love supports the Symmetry Theory of Valence.
147:28 – And after Leo realizes that “Of course it is love!” he says that’s when the fear comes: “Because then what you realize is that this is the end. This is the end of your life. You are dead. If you go any further you are dead. Everything will disappear. Your family, your friends, you parents, all of it is completely imaginary. And if you stop imagining it right now, it will all end. If you go any further into this Singularity, you will become pure, formless, infinite, love for ever, loving itself forever. And the entire universe will be destroyed as if it never existed. Complete nothingness. Complete everythingness. You will merge into everyone.”
This sounds like the transition between the 6th and 7th Jhana, i.e. between “boundless consciousness” and “nothingness”. Again, this would be the result of further loss of information via an annealing process, refining the symmetry up to that of a “point”. Interestingly, Mike Johnson in Principia Quallia points out that as symmetry approaches an asymptote of perfection you do get a higher quality of valence but at the cost of reduced consciousness. This might explain why you go from “the brightest possible love” to a feeling of nothingness at this critical transition.
1:48:25: “…You will merge into everyone. Your mother, your father, your children, your spouse, Hitler, terrorists, 9/11, Donald Trump, rape, murder, torture, everything will become pure infinite love, merging completely into itself, there will be no distinction between absolutely anything, and that will be the end. And you will realize what reality is. Infinite consciousness. Love. God. And you will realize that everything in your life from your birth to this point has just been some imaginary story. A dream that was design to lead you to pure absolute infinite love. And you will rest in that love forever. Forever falling in love with yourself. Forever making love to yourself. Forever in infinite union. With every possible object that could ever exist. Pure absolute, omnipotent, omniscient, perfect, intelligent, consciousness. Everything that could ever possibly be, is you. And THAT is awakening. When you are this awake, you are dead. And you have no desire for life. There is no physical existence. There is no universe. Nothing remains. Your parents, and your spouse, and your children, they don’t stay back and keep living their lives, enjoying their life without you while your body drops dead. No, no, no, no, no. This is much more serious than that. If you do this. If you become infinite love, you will take everybody with you. There will not be anybody left. You will destroy the entire universe. Every single sentient being will become you. They will have no existence whatsoever. Zero. They will die with you. They will all awaken with you. It’s infinite awakening. It’s completely absolute. There will not be anything left. You will take the entire universe with you. Into pure oneness. THAT’S awakening.”
This is not the first time I hear about this kind of experience. It certainly sounds extraordinarily scary. Though perhaps a negative utilitarian would find it to be the ultimate relief and the best of all possible imaginable outcomes. With the human survival instinct, and quite possibly a body fully aroused with the incredible power of 5-MeO-DMT, this is bound to be one of the most terrifying feelings possible. It’s quite likely that it may be one element of what makes “bad 5-MeO-DMT experiences” so terrifying. But here we must recall that the map is not the territory. And while an annealing process might slowly write over every single facet of one’s model of reality and in turn making them part of a super-cluster of high-dimensional resonance that reflects itself seemingly infinitely, doing this does not entail that you are in fact about to destroy the universe. Though, admittedly, it will surely feel that way. Additionally, I would gather that were it possible to actually end the universe this way, somebody, somewhere, in some reality or another, would have already done so. Remember that if God could be killed, it’d be dead already.
1:52:01: “And I didn’t go there! As you can tell, since I’m still sitting here. I’m not there. I was too afraid to go there. And God was fine with it. It didn’t push me. But that’s not the end of the story! It’s still just the beginning.” He then goes on to explain that a part of him wanted to do it and another part of him didn’t want to. He says it got really loopy and weird; this really shook him. That God was beckoning him to go and be one forever, but he was still ambivalent and needed some time to think about it. He knew it would make no difference, but he still decided to ‘make preparations’ and tell his family and friends that he loves them before moving forward with a final decision to annihilate the universe. By the time he had done that… he had stopped taking 5-MeO-DMT: “The experiences had gotten so profound and so deep… this was roughly the 25th or 27th day of this whole 30 day process. I swore off 5-MeO-DMT and said ‘Ok I’m not doing any more of this shit. It’s enough'”. He explains that by this time the drug was making him feel infinite consciousness when waking up (from sleep) the next day. He felt the Singularity was sucking him into it. It felt both terrifying and irresistible. Every time he would go to sleep it would suck him in really strongly, and he kept resisting it. He would wake up sweaty and in a panic. He was tripping deeper in his sleep than in the bathtub. He couldn’t sleep without this happening, and it kept happening for about 5 days. “I just want to get back to normal. This is getting freaky now.”
I’ve heard this from more than a couple people. That is, that when one does 5-MeO-DMT enough times, and especially within a short enough period of time, the “realizations” start to also happen during sleep in an involuntarily way. One can interpret this as the annealing process of 5-MeO-DMT now latching on to sleep (itself a natural annealing process meant to lessen the technical debt of the nervous system). Even just a couple strong trips can really change what sleep feels like for many days. I can’t imagine just how intense it must have been for Leo after 25 days straight of using this drug.
2:01:40 – Leo explains that when he was dozing off with a blanket on his living room (terrified of sleeping on his bed due to the effect just described) he experienced a “yet deeper awakening” which involved realizing that all of his previous awakenings were just like points and that the new one was like a line connecting many points. “Everything I’ve said up to this point were just a single dimension of awakening. And then what I broke through to is a second dimension. A second dimension of awakening opened up. This second dimension is completely unimaginable, completely indescribable, cannot be talked about, cannot be thought about. And yet it’s there. In it, are things that are completely outside of the physical universe that you cannot conceive or imagine.” He goes on to explain that there are then also a third, fourth, fifth, etc. dimensions. And that he believes there is an infinite number of them. He barely even began to explore the second dimension of awakening, but he realized that it goes forever. It kept happening, he had intense emotional distress and mood swings. But gradually after five more days it subsided, and he started to be able to sleep more normally. “And I’ve been working to make sense of all of this for the last couple of weeks. So that’s what happened.”
Alright, this is out of my depth and I do not have an interpretation of what this “second dimension of awakening” is about. If anyone has any clue, please leave a comment or shoot me an email. I’m as as confused as Leo is about this.
~2:05:00 – Leo confesses he does not know what would happen if he went through with joining the Singularity and mentions that it sounds a bit like Mahasamādhi. He simply has not answers at this point, but he asserts that the experience has made him question the extent of the enlightenment of other teachers. It also has made him more loving. But still, he feels frustration: “I don’t know what to do from here.”
And neither do I. Do you, dear reader?
Postscript: In the last 10 minutes of the video Leo shares a heart warming message about how reality is, deep down, truly, “just love” and that him saying this may be a seed that will blossom into you finding this out for yourself at some point in the future. He ends by cautioning his audience to not believe as a matter of fact that this is the path for everyone. He suggests that others should just use his examples from his own journey as examples rather than an absolute guide or how-to for enlightenment. He asks his audience to make sure to question the depth of their own awakening – to not believe that they have reached the ultimate level. He admits he has no idea whether there is an ultimate level or not, and that he still has some healing to do on himself. He remains dissatisfied with his understanding of reality.
Even with the benefit of enormous hindsight, it is hard to introduce complex numbers in a compelling manner. Historically, we have seen how cubic equations forced them upon us algebraically, and in discussing Cotes’ work we saw something of the inevitability of their geometric interpretation. In this section we will attempt to show how complex numbers arise very naturally, almost inevitably, from a careful re-examination of plane Euclidean geometry.
Although the ancient Greeks made many beautiful and remarkable discoveries in geometry, it was two thousand years later that Felix Klein first asked and answered the question, “What is geometry?”
Let us restrict ourselves from the outset to plane geometry. One might begin by saying that this is the study of geometric properties of geometric figures in the plane, but what are (i) “geometric properties”, and (ii) “geometric figures”? We will concentrate on (i), swiftly passing over (ii) by interpreting “geometric figure” as anything we might choose to draw on an infinitely large piece of flat paper with an infinitely fine pen.
As for (i), we begin by noting that if two figures (e.g., two triangles), have the same geometric properties, then (from the point of view of geometry) they must be the “same”, “equal”, or, as one usually says, congruent. Thus if we had a clear definition of congruence (“geometric equality”) then we could reverse this observation and define geometric properties as those properties that are common to all congruent figures. How, then, can we tell if two figures are geometrically equal?
Consider the triangles in [fig 23], and imagine that they are pieces of paper you could pick up in your hand. To see if T is congruent with T’, you could pick up T and check whether it could be placed on top of T’. Note that it is essential that we be allowed to move T in space: in order to place T on top of T˜ we must first flip it over; we can’t just slide T around within the plane. Tentatively generalizing, this suggests that a figure F is congruent to another figure F’ if there exists a motion of F through space that makes it coincide with F’. Note that the discussion suggests that there are two fundamentally different types of motion: those that involve flipping the figure over, and those that do no. Later, we shall return to this important point.
It is clearly somewhat unsatisfactory that in attempting to define geometry in the plane we have appealed to the idea of motion through space. We now rectify this. Returning to [fig 23], imagine that T and T’ are drawn on separate, transparent sheets of plastic. Instead of picking up just the triangle T, we now pick up the entire sheet on which it is drawn, then try to place it on the second sheet so as to make T coincide with T’. At the end of this motion, each point A on T‘s sheet lies over a point A’ of T’‘s sheet, and we can now define the motion M to be this mapping A → A’ = M(A) of the plane to itself.
However, not any old mapping qualifies as a motion, for we must also capture the (previously implicit) idea of the sheet remaining rigid while it moves, so that distances between points remain constant during the motion. Here, then, is our definition:
A motion M is a mapping of the plane to itself such that the distance between any two points A and B is equal to the distance between their images A’ = M(A) and B’ = M(B). (22)
Note that what we have called a motion is often termed a “rigid motion”, or an “isometry”.
Armed with this precise concept of motion, our final definition of geometric equality becomes:
F is congruent to F’, written F ≅ F’, if there exists a motion M such that F’ = M(F). (23)
Next, as a consequence of our earlier discussion, a geometric property of a figure is one that is unaltered by all possible motions of the figure. Finally, in answer to the opening question of “What is geometry?”, Klein would answer that it is the study of these so-called invariants of the set of motions.
One of the most remarkable discoveries of the last century was that Euclidean geometry is not the only possible geometry. Two of these so-called non-Euclidean geometries will be studied in Chapter 6, but for the moment we wish only to explain how Klein was able to generalize the above ideas so as to embrace such new geometries.
The aim in (23) was to use a family of transformations to introduce the concept of geometric equality. But will this ≅-type of equality behave in the way we would like and expect? To answer this we must first make these expectations explicit. So as not to confuse this general discussion with the particular concept of congruence in (23), let us denote geometric equality by ~.
(i) A figure should equal itself: F ~ F’, for all F.
(ii) If F equals F’, then F’ should equal F: F ~ F’ ⇒ F’ ~ F.
(iii) If F and F’ are equal, and F’ and F” are equal, then F and F” should also be equal: F ~ F’ & F’ ~ F” ⇒ F ~ F”.
Any relation satisfying these expectations is called an equivalence relation.
Now suppose that we retain the definition (23) of geometric equality, but that we generalize the definition of “motion” given in (22) by replacing the family of distance-preserving transformations with some other family G of transformations.
It should be clear that not any old G will be compatible with our aim of defining geometric equality. Indeed, (i), (ii), and (iii) imply that G must have the following very special structure, which is illustrated in [fig 24].
(i) The family G must contain a transformation ε (called identity) that maps each point to itself.
(ii) If G contains a transformation M, then it must also contain a transformation M-1 (called the inverse) that undoes M. [Check for yourself that for M-1 to exist (let alone be a member of G) M must have the special properties of being (a) onto and (b) one-to-one, i.e., (a) every point must be the image of some point, and (b) distinct points must have distinct images.]
(iii) If M and N are members of G then so is the composite transformation N ∘ M = (M followed by N). This property of G is called closure.
We have thus arrived, very naturally, at a concept of fundamental importance in the whole of mathematics: a family G of transformations that satisfies these three requirements is called a group.
Let us check that the motions defined in (22) do indeed form a group: (i) Since the identity transformation preserves distances, it is a motion. (ii) Provided it exists, the inverse of a motion will preserve distances and hence will be a motion itself. As for existence, (a) it is certainly plausible that when we apply a motion to the entire plane then the image is the entire plane — we will prove this later — and (b) the non-zero distance between distinct points is preserved by a motion, so their images are again distinct. (iii) If two transformations do not alter distances, then applying them in succession will not alter distances either, so the composition of two motions is another motion.
Klein’s idea was that we could first select a group G at will, then define a corresponding “geometry” as the study of the invariants of that G. [Klein first announced this idea in 1872 — when he was 23 years old! — at the University of Erlangen, and it has thus come to be known as his Erlangen Program.] For example, if we choose G to be the group of motions, we recover the familiar Euclidean geometry of the plane. But this is far from being the only geometry of the plane, as the so-called projective geometry of [fig 24] illustrates.
Klein’s vision of geometry was broader still. We have been concerned with what geometries are possible when figures are drawn anywhere in the plane, but suppose for example that we are only allowed to draw within some disc D. It should be clear that we can construct “geometries of D” in exactly the same way that we constructed geometries of the plane: given a group H of transformations of D to itself, the corresponding geometry is the study of the invariants of H. If you doubt that any such group exists, consider the set of all rotations around the center of D.
The reader may well feel that the above discussion is a chronic case of mathematical generalization running amuck — that the resulting conception of geometry is (to coin a phrase) “as subtle as it is useless”. Nothing could be further from the truth! In Chapter 3 we shall be led, very naturally, to consider a particularly interesting group of transformations of a disc to itself. The resulting non-Euclidean geometry is called hyperbolic or Lobachevskian geometry, and it is the subject of Chapter 6. Far from being useless, this geometry has proved to be an immensely powerful tool in diverse areas of mathematics, and the insights it continues to provide lie on the cutting edge of contemporary research.
 The excellent book by Nikulin and Shafarevich  is the only other work we know of in which a similar attempt is made.
 Here G is the group of projections. If we do a perspective drawing of figures in the plane, then the mapping from the plane to the “canvas” plane is called a perspectivity. A projection is then defined to be any sequence of perspectivities. Can you see why the set of projections should form a group?
 In more abstract settings it is necessary to add a fourth requirement of associativity, namely, A∘ (B∘ C) = (A∘ B)∘ C. Of course for transformations this is automatically true.
Note: QRI‘s Symmetry Theory of Valence (STV) refers to the claim that valence (the pleasure-pain axis) manifests in the symmetry of the mathematical object that corresponds to each experience such that the mathematical features of that object are isomorphic to the phenomenal character of that experience. Using the lens of Klein’s conception of geometry, one could in turn give to STV a strictly geometrical interpretation. Namely, that the shape of one’s experience will be of high valence when it contains geometric invariants. In addition, Noether’s theorem (one of QRI’s lineages, which states that “every differentiable symmetry of the action of a physical system has a corresponding conservation law”) along with physicalismof consciousness suggests that for every symmetry in the mathematical object that corresponds to consciousness there is a corresponding preserved quantity. Thus, one could posit– assuming that the STV is correct– high-valence states might be extremely energy-efficient in addition to feeling good.
We are currently preparing a paper that ties all of these threads together in a way that, we believe, may turn out to have tremendous explanatory power. In particular, this formal account of valence will be able to explain succinctly a wide range of disparate and exotic empirical phenomena such as:
Why phenomenal symmetry during psychedelic experiences is correlated with more extreme valence values.
How and why Jhanas present the way they do, namely, as having:
Read at the Theatre de I’Oeuvre (Paris), the World Exposition of Modern Art (Geneva), and published inComoedia in January 1921
Futurism, founded by us in Milan in 1909, gave to the world a hatred of the Museum, the Academy and Sentimentalism; it gave the world Action-Art, the defence of youth against all senility, the glorification of illogical and mad innovative genius, the artistic sensibility of mechanisation, of speed, of the music hall, and of the simultaneous interpenetration of modern life, words in freedom, plastic dynamism, noise-intoners, synthetic theatre. Futurism today redoubles its creative effort.
Last summer, at Antignano, where the street named after Amerigo Vespucci, discoverer of America, curvingly coasts along the sea, I invented Tactilism. Red flags waved from the workshops taken over by the workers.
I was naked in the silky water that was torn by rocks, foamy scissors knives razors, among the iodine-filled mattresses of seaweed. I was nude in the sea of flexible steel, which had a fertile and virile breathing. I drank from the goblet of the sea filled to the rim with genius. The sun, with its long roasting flames, vulcanised my body and bolted the keel of my forehead rich with sails. A working-class boy, Who smelled of salt and hot stone, looked, smiling, at my first tactile board:
“Having fun making little boats?!“
I answered: “Yes, I’m building a craft that will take the human spirit to unknown waters.” Here are my reflections, the reflections of a swimmer: The unrefined and elemental majority of men came out of the Great War concerned only to conquer a greater material well-being. The minority, composed of artists and thinkers, sensitive and refined, instead displays the symptoms of a deep and mysterious ill that is probably a consequence of the great tragic exertion that the war imposed on humanity.
This illness displays, as symptoms, a sad listlessness, an excessively feminine neurasthenia, a hopeless pessimism, a feverish indecision of lost instincts, and an absolute lack of will.
The rough and elemental majority of men tumultuously hurls toward the revolutionary conquest of the Communist paradise and definitively storms the problem of happiness, convinced that it has solved it by satisfying all material needs and appetites.
The intellectual minority ironically scorns this breathless attempt, and no longer enjoying the ancient pleasures of Religion, of Art, of Love, which previously constituted its privilege and its shelter, brings life, which it no longer knows how to enjoy, to a cruel trial, and abandons itself to refined pessimism, sexual inversions, and to the artificial paradises of cocaine, opium, ether, etc. That majority and this minority both denounce Progress, Civilisation, the mechanical powers of Speed, of Comfort, of Hygiene, Futurism in short, as being responsible for their past, present, and future misfortunes.
Almost everyone proposes a return to a savage life, contemplative, slow, solitary, far from the hated cities.
As for us Futurists, we who bravely face the agonising drama of the post-war period, we are in favour of all the revolutionary attacks that the majority will attempt. But, to the minority of artists and thinkers, we yell at the top of our lungs: Life is always right!
The artificial paradises with which you attempt to murder her are useless. Stop dreaming of an absurd return to the savage life. Beware of condemning the superior powers of society and the marvels of speed. Heal, rather, the illness of the post-war period, giving humanity new and nutritious joys. Instead of destroying human throngs, it is necessary to perfect them. Intensify the communication and the fusion of human beings. Destroy the distances and the barriers that separate them in love and friendship. Give fullness and total beauty to these two essential manifestations of life: Love and Friendship.
In my careful and anti-traditional observations of all the erotic and sentimental phenomena that unite both sexes, and of the no-less-complex phenomena of friendship, I have understood that human beings speak to each other with their mouths and with their eyes, but do not manage a true sincerity because of the lack of sensitivity of the skin, which is still a mediocre conductor of thought.
While eyes and voices communicate their essences, the senses of touch of two individuals communicate almost nothing in their clashes, intertwining, or rubbing. Thus, the need to transform the handshake, the kiss, and the coupling into continuous transmissions of thought.
I started by submitting my sense of touch to an intensive treatment, pinpointing the confused phenomena of will and thought on various points on my body, and especially on the palms of my hands. This training is slow but easy, and all healthy bodies can, through this training, give surprising and exact results.
On the other hand, unhealthy sensibilities, which draw their excitability and their apparent perfection from the very weakness of the body, will achieve great tactile power less easily, without duration or confidence. I have created a first educational scale of touch, which is, at the same time, a scale of tactile values for Tactilism, or the Art of Touch.
First scale, level, with four different categories of touch.
First category: extremely confident touch, abstract, cold.
Second category: touch without heat, persuasive, reasoning.
Third category: exciting, lukewarm, nostalgic.
Wool from the Pyrenees,
Silk Wool Crepe
Fourth category: almost irritating, hot, determined.
Through this separation of tactile values, I have created:
1. Simple tactile boards that I will present to the public in our contactilations or conferences on the Art of touch.
I have arranged the previously catalogued tactile values in wise harmonic or antithetical combinations.
2. Abstract or suggestive tactile boards (hand journeys).
These tactile boards have arrangements of tactile values that allow hands to wander over them, following coloured trails and experiencing a succession of suggestive sensations, whose rhythm, in turn languid, cadenced, or tumultuous, is regulated by exact directions.
One of these abstract tactile boards made by me, and that has as a title Sudan-Paris, contains, in the part representing Sudan, rough, greasy coarse, prickly, burning tactile values (spongy material, sponge, sandpaper, wool, brush, wire brush); in the part representing The Sea, there are slippery, metallic, fresh tactile values (silver-coated paper); in the part representing Paris, there are soft, delicate, caressing tactile values, hot and cold at the same time (silk, velvet, feathers, down).
3. Tactile boards for the opposite sexes.
In these tactile boards, the arrangement of tactile values allows the hands of a man and a woman, tied together, to take a tactile journey together and evaluate it. These tactile boards are extremely varied, and the pleasure that they give is enriched by the harnessing of rival sensibilities, which will attempt to feel more acutely and better explain their rival sensations. These tactile boards are destined to replace the brutalising game of chess. [Emphasis mine]
4. Tactile pillows.
5. Tactile sofas.
6. Tactile beds.
7. Tactile shirts and dresses.
8. Tactile rooms.
In these tactile rooms, we will have floors and walls made of large tactile boards. Tactile values of mirrors, running water, rocks, metals, brushes, lightly electrified wires, marble, velvet, rugs that will give the bare feet of the male and female dancers varied pleasures.
9. Tactile streets.
10. Tactile theatres.
We will have theatres arranged for Tactilism. Seated spectators will rest their hands on long, running tactile ribbons that will produce tactile sensations with different rhythms. It will also be possible to place these ribbons on small rotating wheels, accompanying them with music and light.
11. Tactile boards for the improvisation of words in freedom.
The tactilist will express aloud the sensations that his hands’ journey transmits to him. His will be a free-word improvisation, that is, freed from all rhythm, prosody and syntax, an improvisation essential and synthetic and with as little of the human element
as possible. The improvising tactilist may be blindfolded, but it is preferable to wrap him in the light of a projector. The new initiates, who have not yet trained their tactile sensibilities, will be blindfolded. But, as for the true tactilists, the full light of a projector is preferable, since darkness has the drawback of concentrating sensitivity into an excessive abstraction.
The education of the sense of touch.
1. It will be necessary to keep the hands gloved for many days, during which the brain will attempt to condense in them the desire for varied tactile sensations.
2. To swim underwater, in the ocean, trying to distinguish tactilely the plaited currents and different temperatures.
3. Enumerate and recognise every evening, in absolute darkness, all of the objects in the bedroom. It was precisely with giving myself over to this exercise in the underground darkness of a trench in Gorizia, in 1917, that I made my first tactile experiments.
I never claimed to have invented the tactile sensibility, which has already manifested itself in genial forms in the Jongleuse and in the Hors~nature of Rachilde. Other writers and artists had premonitions of tactilism. Moreover, the plastic art of tactilism has been in existence for a long time. My great friend Boccioni, futurist painter and sculptor, felt as a tactilist when he created, in 1919, his plastic ensemble Fusion of a Head and a Window, with materials that are absolute contraries in tactile weight and value: iron, porcelain, and women’s hair.
The Tactilism created by me is clearly distinct from the plastic arts. It has nothing to do with, nothing to gain from, and everything to lose by association with painting or sculpture. It is necessary to avoid, as much as possible in the tactile boards, a variety in colour, which lends itself to plastic impressions. It will be difficult for painters and sculptors, who tend naturally to subordinate tactile values to visual values, to create significant tactile boards. Tactilism seems to me particularly suited to young poets, pianists, typists, and to all erotic, refined, and potent temperaments.
Tactilism, nevertheless, must avoid not only collaboration with plastic arts but also morbid erotomania. It must, simply, have as a goal tactile harmony, and it must indirectly collaborate in the perfecting of spiritual communication between human beings through the epidermis.
The identification of five senses is arbitrary, and one day we will certainly discover and catalogue numerous other senses. Tactilism will contribute to this discovery.
I want every strategy we’ve got on Near Earth Object Collision, OK?
Any ideas, any programs, anything you’ve sketched on a pizza box or a cocktail napkin…
– Armageddon (1998 film, when NASA realizes that there are 18 days left before the asteroid hits the Earth)
This Whole Thing
On January 20th someone shared, in a facebook group that I’m a part of, four facts about an emerging viral infection in China: (1) high death rate, (2) high contagion rate, (3) long incubation periods, and (4) the fact that it appeared uncontained. Despite the (at the time) relatively low number of cases, those four facts did not seem to paint a pretty picture of what was about to happen.
This was immediately alarming to a lot of people in my circles, and for good reason. Matthew Barnett, Justin Shovelain, Dony Christie, and Louis Francini sounded alarms as early as mid-January, and the rest of the EA and rationalist cluster followed suit. It makes sense people in this cluster would be concerned early on, as many of them have looked at global catastrophic risk scenarios for years, and were already well aware that the world was unequipped to deal with an infectious disease with all of the above four properties. Pandemic preparedness programs have so far relied on luck. For instance, in his 2015 TED talk “The next outbreak? We’re not ready” Bill Gates uses as an example the 2013 Ebola outbreak: “The problem wasn’t that there was a system that didn’t work well enough. The problem was that we didn’t have a system at all.” Accordingly, that particular outbreak didn’t become a disaster because of sheer luck: the disease only becomes contagious when you are already very sick and it didn’t hit a major urban area, so containing it was possible. But this time around we don’t seem to have the same luck.
This all adds up to a vibe of countdown to Armageddon: “X days until hospitals are overwhelmed, Y days until a million people die, Z days until a vaccine will be found”. In line with this perceived, if not frighteningly real, urgency, we’ve seen countless facebook groups, subreddits, and forums scouting for novel ideas and projects to help above and beyond what the governments of the world are already doing (e.g. Covid19RiskApp, Give Directly Response, Covid Accelerator [of technology to decelerate the spread [possibly a terrible or brilliant branding]], List of Predictors, and Corona Variolation).
As of March 20 2020
I personally gave a lot of thought to pandemics several years ago (in college I was on the fence between working on pandemic prevention and consciousness research as a career), so my immediate thought when learning about the virus and its properties was “we are screwed, this can’t be contained with how the world is currently set up”. While containment might have been possible at the very beginning with some luck, it very quickly becomes unmanageable. That said, I’d like to explore here ways in which the world could be realistically modified in order to contain, mitigate, and ultimately reverse the spread of novel contagious diseases including this one. After all, the WHO director general said on March 9th: “The rule of the game is: never give up.” So, well, let’s give it some more thought. I hence offer my ‘sketches on a cocktail napkin’ type of ideas in case they find any application:
Let us start by breaking down “social networks” into (1) contact networks, and (2) information networks:
Contact networks are weighted undirected graphs where each node is a person and each edge encodes the frequency and intensity of the contact between the people it connects.*
Information networks are weighted directed graphs that encode the amount of information transmission that there is between pairs of people. To a large extent, contact networks are subsets of information networks.**
Contact networks are what matters for modeling infectious disease transmission. Despite the constitutionally granted freedom of assembly, one can posit that if the risks to the public are high enough, it is justified to place some constraints on the nature and properties of contact networks. In a free society that truly grasps the danger of pandemics and is determined to squash them at the very beginning, contact networks might require some degree of top-down control. Perhaps, if we are serious about future pandemic prevention, we could re-conceptualize freedom of assembly as pertaining to information, rather than contact, networks.***
So in what ways could a contact network be pandemic-safe? As an intuition pump for what I’ll be discussing further below, I’d like you to consider what it might be like to live in the original “Halo” Ringworld (and Ringworld too). Assume that unrestricted travel in Halo is limited to land roaming with a maximum speed, and that in order to use a spacecraft or tube across an arc of the circle, you need to be thoroughly tested and quarantined in-between. With these constraints, we would naturally infer that the structure of the contact network of the people in this world would be embedded in the ring itself. Meaning that if an infectious disease originates somewhere on the Ringworld, containing its spread would be as easy as blocking movement on two small fronts around the epicenter of the outbreak. This even allows you to control and ultimately fully suppress diseases with long incubation periods. It is a matter of estimating how long the incubation period is, and quarantining the entire region of “furthest possible transmissibility”.
More so, given the overall circular geometry of the world, after a brief period of quadratic growth of the epidemic (as concentric circles expand around the epicenter) one would expect to see a threshold after which there is merely linear growth in the number of cases as a function of time!
Network Geometry as a Containment Strategy
To a first approximation, the single most important problem to overcome for containment is the exponential growth of the early stages of an outbreak. Of course in some cases an exponential growth is not itself the problem: and R0 = 1.001 leads to exponential growth, but it is still so slow that it can be easily dealt with. Likewise, a sub-exponential growth can still be unruly, as in a polynomial growth with an exponent of 20. But to a first approximation, I would argue that if you can get rid of exponential growth you can manage an outbreak. The example above of a Ringworld shows that exponential growth in contact networks can be slowed all the way down to linear growth at relatively early stages. Similarly, “thin” toroidal planets would also enable easy containment of outbreaks (Anders Sandberg‘s amazing work on the physics of toroidal planets finally pays off! It remains to be seen when his work on stacking high-dimensional polytopes finds real-world applications).
But we don’t have to go all the way to high sci-fi scenarios to encounter sub-exponential growth of infections in human contact networks. You see, the black death happened at a time when the contact network of humanity had a quasi-quadratic structure at the largest of scales. Villages almost certainly had a scale-free structure (e.g. the priest touching everyone once a week and the lone serf perhaps only interacting with two people a week), but once you look at the structure at scales above the village, you would find routes between neighboring villages weaving a planar graph with a 2D Euclidean geometry. The trade routes, though, provided an exception, and in the end they turned out to be key for the spread of the plague. That said, in the absence of cars, trains, or airplanes, the maximum speed of transmission was seriously limited. Historians can tell when different parts of Europe got the plague because it really took a long time to spread; we are talking about years rather than weeks.
So imagine having a contact network structure characteristic of the medieval times, but with an information network structure akin to the ones we currently have. Then controlling the black plague would be a piece of cake! You would simply need to close central trade routes, track down which villages are already infected, and put a perimeter around them.
Ok, so how do we generalize this idea to the modern times in a realistic way? I think we should perhaps think outside the box here. Remember, the core intention here is to make the spread of an infectious disease not behave in an exponential way at the beginning so that we can “segment out” the part of the network affected (i.e. quarantine) because the “surface area” of the region is not very large. Now, most analysis of disease spread on networks focus on analyzing how realistic-like network features affect disease spread. For example, clustering coefficients, the steepness of the slope of power law networks, the distribution of in-betweenness centrality of the nodes, and so on.
In a perhaps high-modernist style approach to network engineering, one can ask how the spread of a disease would change depending on alterations we could make to the network. The simplest real world case is the reasoning behind adding travel restrictions, which aim to block the spread between very large clusters (i.e. countries) and the closing of schools, universities, and large gatherings, which decrease the interconnectivity of each region of the network. A slightly more sophisticated version of this approach would be to come up with a “Pandemic Klout Score” for each person based on the their “network influence” and pay them to quarantine early on during an outbreak.
I actually worked at Klout as an intern in 2010, and my contributions were mostly on the (unfortunately slightly evil because it’s marketing) following problem: “How do you maximize the spread of a commercial campaign by giving free products to people?” Klout had what they called “perks” which was how they made money. They had contracts with other companies to give free products to “influencers” so that they talked about the perks on their social media accounts. To maximize the spread of a commercial campaign meant to distribute perks in such a way that the largest number of people made mentions of the campaign on their networks (including people who didn’t receive the free products). This is how they measured success- at least when I was there- and what the companies paid them for.
The “basic approach” would be simply to distribute the perks to people with the highest Klout scores, with the additional constraint that those people were influential on the relevant topic (e.g. if you had a popular Twitter account about “beauty and personal care” you might be a prime candidate to get a free “anti-aging sunscreen stick”, or whatever) . But since you can’t actually, you know, entice Justin Bieber (the person with the highest Klout score for several years) with a free Virgin America flight and expect him to either care or talk about it on his Twitter feed, the problem ends up being substantially more complex than just “give people with high Klout the free products”. I am under an NDA about the specific algorithms and research I conducted there. But I mention this because the problem of pandemic prevention could in some sense be thought of as the inverse of the problem Klout was trying to solve. Namely, how you use the node features of the network in order to minimize the spread of a contagious disease. The low-hanging fruit idea here can be to simply allot money to pay people with high Pandemic Klout Scores to stay home or cut their human touch in half whenever an outbreak arises. I would expect this to be significantly better at reducing the reproductive rate of a contagious disease than choosing people at random (or even just based on how many people they interact with on a daily basis).
That said, given the risks and costs involved with pandemics, especially in the long term in light of bioterrorism, we should not close off the possibility of making drastic changes to humanity’s contact network for the sake of our collective wellbeing. That is, merely asking some people to stay home may not be enough. We should contemplate what it would really take to be able to fully contain any future pandemic.
In terms of large-scale network geometry rather than just dealing with one node at a time, perhaps the key point to make is that we should really not fetishize and romanticize the “six degrees of separation” that results from the small world-like structure of the modern human contact network. Yes, “it’s a small world after all“, but you forgot to mention “and that’s what will get us all killed in the end.” Let’s not allow misguided network idealism to murder grandma. We need to make the contact network a large world, and save the small world exclusively for the information network.
Intuitively, it is precisely the small world-like property of our contact network that allows us to: meet many new people on a regular basis, collaborate with people around the world, be able to attend large gatherings, raves, and festivals, and travel care-free across the planet. Meaning, most people might think that changing the contact network structure to make it pandemic-proof would come at the cost of sacrificing what makes society so interesting and worth living in. I would disagree. I think that such a line of thinking is just the result of a failure of the imagination. We can, I posit, have contact networks that allow you to do all of that and yet be pandemic-proof. I will argue that with intelligent top-down network engineering you can in fact achieve this. Here is my case:
The main concept that one needs to understand for my argument is that the options for large-scale network structure go far beyond the textbook examples of small worlds, scale-free, random, planar graphs, etc. In fact, one can create all kinds of fascinating hybrid networks where the properties vary by region and scale. The examples I am about to show you play with the notion of scale-dependent geometry. Meaning that the network properties depend on the number of interconnected nodes that you are considering. In particular, I’ll break down networks in terms of their micro (1 to 1,000 nodes), meso (1,000 to 1,000,000 nodes), and macro (1,000,000 to 1,000,000,000 or more nodes) structure:
QLE and ELQ
The first example is one where the structure of the network leads to quadratic spread on the micro level, linear spread on the meso level, and exponential spread on the macro level. We achieve this by having the nodes arranged along a rectangular grid at the micro level. As one zooms out, the grid hits a limit on two fronts so that the advancement of an infection disease will start growing linearly as it only has two directions to grow in (for the sake of symmetry you can glue the two fronts to make a tube, for a meso network structure akin to that of a toroidal planet). Finally, at the largest scale this network looks like a binary tree, where the growth can reach an exponential rate.
The same scheme will apply to all of the following networks. That is, the letters indicate the ordering of the types of growth for the micro, meso, and macro scale. What I will instead focus on is explaining the advantages of these structures. In this case- the case of QLE- the primary advantage is that the spread can be entirely contained by cutting connections around the epicenter. And the best part is that even if you hit the exponential scale (i.e. you start spreading from “one arm to another”) you will still have long periods of linear growth as each “arm” will grow linearly, so cutting it will remain an option at any point. The “surface area of the spread” will remain tiny relative to the size of the network.
A very nice property of this network is that you can have “villages” of up to 1,000 people where everyone can interact with and touch each other. Within each of these villages you have super efficient in-person information transmission and contact hedonism without restrictions. Then each of these villages would be connected to two neighboring villages, perhaps not unlike how kids in grade school often make friends with other kids in the grades immediately above and below (and only rarely with grades that are further apart). The spread of disease would very quickly engulf each village, but thankfully that would be it. After that you would have a very slow village-by-village take-over that could be stopped by ‘cutting’ the contact channels between two pairs of villages (or four if you started at an intersection of the macro structural grid). More so, you could conceive of a “conveyor belt” approach where every month half of the village moves in one direction while the other one stays put. This way over the course of years you would still be able to get to know tens of thousands of people, party like crazy in raves touching everybody, and be able to retain long-term friendships by coordinating with them to either move or stay. And you could do all of this while living in a pandemic-proof world!
This one is perhaps the least viable because it relies on most persons only having contact with two people. That said, the spread would start very, very slowly, and so it might be ideal for the worst possible pandemics. At the macro level the network looks like high-dimensional cardboard boxes, where each “cardboard side” is glued at the edge with one or multiple other sides.
A “continuous” version of LQE could use hyperbolic geometry at the macro level, such as what you get when you sneak a pentagon here and there in an otherwise rectangular grid so that locally you have a square spread, which slowly turns into an exponential spread as you begin swallowing pentagons. (Or a few heptagons in a grid of hexagons).
This one is pretty similar to ELQ, and you can do pretty much the same things I mentioned about ELQ. The main difference is that this structure is safer at the macro level but riskier at the meso level. So if you expect diseases to be really really contagious, then this structure might prevent “the end of the world” but it might be somewhat susceptible to “pretty bad scenarios”, while ELQ works the other way around.
I find this network very interesting because to build it I had to come up with the idea of connecting lots of cycles of different lengths with each other by having them share nodes. You can also easily construct a network like this by starting with a scale-free network and replacing the edges with long chains of nodes.
This would perhaps be the steel-manned version of the toroidal or ring world we discussed in the introduction. Here the infections would spread first slowly at a quadratic rate, then quickly accelerate once you reach the edges of the planar graph you start in, and finally there is a massive linear bottleneck at the macro scale. It’s like Ringworld, but where you interact with people in an interlaced braided mesh embedded inside the Ringworld rather than only in its meager inner surface.
Because each of these examples contain a “linear bottleneck” at some scale, an outbreak of a disease would be easy to contain at some scale. Which network is ideal for which kind of disease will depend on things like its incubation period and its contagion probability. But any of these examples is vastly safer pandemic-wise than our current contact network.
Is Biology Doing This Already?
One thing this exercise has made me wonder is if perhaps our bodies are already using this kind of strategy. I mean, looking at QLE reminds me of the structure of blood vessels in the kidney and liver. It would make sense that evolution would identify great micro, meso, and macro network structures in order to give each organ appropriate contact networks at the scale that matters to conduct its function, while creating network bottlenecks at other scales for protection against pathogens and the spread of cancer. In contrast, the immune system would have every reason to maximize spread at the largest scale while having compartmentalized spread at the micro scale (example: Topological Small-World Organization of the Fibroblastic Reticular Cell Network Determines Lymph Node Functionality). Finding the sub-exponential chokepoints in the human body would, I posit, give us a new angle for understanding it more deeply.
If this analysis pans out, we could perhaps think of the challenge being presented to us by SARS-CoV-2 and future pandemics as a wake up call to “scale up the network-protective measures our bodies are taking to combat disease while maintaining functionality” all the way up to the structure of all of human society. Indeed, wouldn’t it be amazing if we coordinated to be a harmonious large-scale global organism?
Now, I am not saying we should simply adopt one of these network structures. They are just proofs of concept to show it is possible to have humanly-desirable properties that come with highly interconnected networks along with a linear (or at least sub-exponential) bottleneck at some scale. The bottleneck does not even need to be visible or detectable from the point of view of each individual!
Even if we cannot construct an ideal world from scratch, we could still try to bootstrap it from within our current world. To do so we have a number of options. I will mention two and then dive into them in greater depth. The first is the strategy of “network modification” and it consists of developing gradient descent algorithms that point us to the modification of the network that would maximize a scale-specific sub-exponential bottleneck. Of course this could lead to local minima, but we don’t care about achieving the best configuration, just the closest one that is “good enough”. The second approach is that of “network nucleation” to bootstrap a pandemic-protected contact network by connecting with other people who can prove that they do not have the disease. They could all get to know each other, and then submit a list of “people they would like to hang out with on a regular basis”. An algorithm would then optimize the network so that each person can hang out with as many others as possible while making sure the overall geometry of the network is desirable for disease contention. If lucky, we could even bootstrap this system all the way up to the entire planet, starting from a mixture of people who’ve demonstrably been quarantined for a long time and people who have already recovered from the disease. And since, of course, people would eventually get sick of hanging out with a restricted list of friends, they could periodically re-submit another list and the algorithm would take into account this dynamic so that the geometry can be stable over time.
My prediction is that the current strategies that are being used to reduce the spread of disease would show up as a tiny subset of the set of possible effective strategies, many of which are currently invisible- and in some sense inconceivable- to us. This is because, in part (as far as I know) nobody is thinking in terms of scale-specific network geometry. Also, little is known about the actual empirical structure of the human contact network. In this sense, removing super-spreaders or closing schools may be re-conceptualized as pointing in this direction, and yet perhaps may not even make the Top 10 list of best cost-effective strategies. This is because just removing high-degree nodes in a scale-free network won’t automatically prevent exponential growth; since exponential growth is the killer, making strategies directly targeted at it will probably be vastly more effective. Let’s investigate these strategies in more detail:
Option 1: Network Modifications
The first thing we should do is find what actual contact networks look like, so that we can identify the smallest possible modifications to them in order to create sub-exponential bottlenecks on some scale. I have not found a good study on this, since there really aren’t public datasets of “who is physically hanging out with whom”. Though, if you were to combine, perhaps, the datasets of USA’s NSA, UK’s GCHQ, Russia’s KGB, China’s MSS, cellphone location information, census responses, and commercial surveillance camera data you might be able to get a very decent version of it. In fact, there is reason to believe Israel is already in the process of constructing this dataset.
In the absence of contact network data, we can nonetheless learn from other social and information networks. In particular, the best research I’ve read about the macro-structure of complex networks comes from the lab of Jure Leskovec (I recommend watching his CS224W lectures from past years, which are all available online):
We study over 100 large real-world social and information networks. Our results suggest a significantly more refined picture of community structure in large networks than has been appreciated previously. In particular, we observe tight communities that are barely connected to the rest of the network at very small size scales; and communities of larger size scales gradually “blend into” the expander-like core of the network and thus become less “community-like.” This behavior is not explained, even at a qualitative level, by any of the commonly-used network generation models.
– Lescovec et al. 2008, “Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters“
As you see, large-scale analysis of real-world networks indicate that they are not adequately described by the classic textbook structures that are most well known. Rather, there seems to be a kind of “galactic shape” at the more macro scale, where there is a highly connected giant core of overlapping communities surrounded by loosely connected superstructures (nicknamed ‘whiskers’):
Given this structure (and assuming it generalizes to contact networks), one could divide the problem into two rough components: (1) how to you deal with ‘whiskers’?, and (2) what do you do about the ‘galactic core’? I do not have answers here, but I do think that having more people who are good at math and computer science think about this would be very good. For what is worth, I have the hunch that in particular the following two network analysis techniques will be useful to tackle this problem:
Spectral Graph Theory: This is a set of techniques that can help us ‘see diffusion bottlenecks in graphs’ at a glance. For instance, these techniques reveal the presence of network “chokepoints” that create insulation in heat flow. Clearly heat flow does not behave in the same way as the spread of disease, but the similarity makes it worth highlighting.
Discrete Differential Geometry: An emerging field that blends differential geometry with network analysis and has shown amazing applications for graphicswhich can help us ‘see the curvature and dimensionality of a network around each of its nodes’ at a glance. Note: As much as I love hyperbolic spaces, I must admit that from the point of view of early pandemic prevention living in a contact network with hyperbolic geometry is a terrible idea.
Flatten the Network!
One additional interesting approach for Option 1 would be to apply topological clustering techniques to the contact network so that we can identify the hubs with the least desirable network geometry and try to “flatten them”. And policy-wise, I might imagine that in the long-run we could improve the flattening of the contact network by encouraging people to use things like the Bumble app for dating, where you find people physically near you with whom you could form a healthy relationship.
Option 2: Network Nucleation
Green and Red Countries
Imagine green are virus free, red are virus uncontrolled, and grey have unreliable statistics. (This actual map is about something unrelated I’m not going to name; it is just used as an example of what the world might look like).
Joscha Bach predicts that in a couple months there will be “green and red” countries, meaning that the outbreak will be completely under control in some countries, and completely out of control in others. I’d also add “grey” to refer to “unreliable statistics”, as many countries might just choose to not monitor the situation. You can imagine what the travel restrictions may be between green, red, and grey countries, as green countries would not find it worthwhile (or at least not politically viable) to accept the risk of reigniting the spread. Grey countries may end up also avoiding red countries while not being allowed to enter green countries.
Speculatively, this would perhaps lead to a worldwide Sakoku phenomenon, but where rather than just Japan, we would have all of the countries of each color becoming economic and cultural blocks.
What I’ll describe below is a kind of generalization of this possibility. Namely, that the blocks don’t need to be country-based.
A very interesting question to ask is “what possible partitions of humanity could create sets of people for whom a green/red/grey dynamic would successfully create clusters of wholly virus-free people?” The existence of at least some greens opens up the possibility of:
Reversing The Pandemic
I address you tonight, not as the president of the United States, not as the leader of a country, but as a citizen of humanity. We are faced with the very gravest of challenges. The Bible calls this day Armageddon. The end of all things. And yes, for the first time in the history of the planet, a species has the technology to prevent its own extinction. All of you praying with us need to know that everything that can be done to prevent this disaster is being called into service. The human thirst for excellence, knowledge, every step up the ladder of science, every adventurous reach into space, all of our combined technologies and imaginations, even the wars that we’ve fought, have provided us the tools to wage this terrible battle. Through all the chaos that is our history, through all of the wrongs and the discord, through all of the pain and suffering, through all of our times, there is one thing that has nourished our souls and elevated our species above its origins, and that is our courage. Dreams of an entire planet are focused tonight on those 14 brave souls traveling into the heavens. May we all citizens of the world over see these events through, Godspeed, and good luck to you.
– Armageddon (1998 film, when the president of the US announces the plans to avert an asteroid that would destroy the earth) [See also: what if they don’t come back?]
Nucleating Whole Virus-Free Communities
The simplest way to create a virus-free community would be to think of verifiable self- quarantining as an investment. If you can prove you’ve been physically disconnected from everyone for 30 days, you would be let into a club for people near you who have done the same already. This could become a large set of people, especially if it turns out that cash handouts are insufficient for millions of people who might end up needing to work in a month or two and defy any kind of large-scale quarantine. Those who can afford (and prove!) that they’ve been diligently quarantining would be allowed in. For a stricter “inner set” there might be stricter criteria where you would need to submit an unfakeable biosample to prove you are not infected (which would be tricky but not impossible given pre-existing DNA databases like 23andMe). Then the algorithm would group you with a subset that you can realistically physically meet, and then allow you to make friends with them. Finally, as you submit a list of people you do want to hang out with long-term, the algorithm would run an optimization process to make as many of the people happy and return the curated list of people you could hang out with so that the network as a whole has convenient scale-dependent sub-exponential chokepoints. I know this sounds like a lot. And it is. But again, pandemics can be really bad. And we have the technology, so why not try?
In a way this idea is the complementary problem to “keeping the virus out of the general population”. In the latter you start out in a fully virus-free situation and try to keep it that way, while the former starts out in a highly contaminated population and tries to “spread health” from the standpoint of a verifiably healthy core. That is, how you create pockets of health in a virus-saturated general population and grow them as much as possible.
Another approach in this vein I can think of is to seed a location with an excess of people who already have immunity and cannot transmit. The people there who haven’t gotten the disease would in a sense be lucky to find themselves around people who won’t transmit it, and thus be blessed with spontaneous herd immunity. That said, the key sacrifice here would be the potential damage elsewhere, where herd immunity would be reached later due to the removed group of immune people. This and the previous approach incur the cost of having to associate with new people, and the relocation challenges would be a logistical nightmare. But perhaps worth doing.
Finally, another approach to this problem would be to use an app with a personality test that is hard to fake, so that only healthy people who score in the top 2% of both introversion and conscientiousness could join the club. It would tell you where to go live with other people who meet the same criteria, and to get a comprehensive test of all major transmissible diseases and treat those you have before relocation. Given the temperament selected for, everyone who becomes part of the community would be extremely diligent about not physically meeting people outside the group and follow the contact network prescriptions dictated by the algorithm. If this sounds like hell to you, well, perhaps it is not for you. But at least this way there would be some pockets of fully healthy people, and that would have a lot of value. (Cf. Rat-free Alberta).
What are your options for modifying a network in order to remove (or at least tame) exponential growth? The one’s I’ve considered are:
Remove nodes with a high “Pandemic Klout Score”
Creating sub-exponential chokepoints:
Option 1: Gradient descent methods:
You make piece-meal modifications to the contact network one connection at a time in order to improve the prospects of the entire network.
Each person would receive a set of options for mild modifications to their contacts so that whichever they chose would lead to an improvement of the network geometry.
Option 2: Network nucleation:
You create a criteria for what constitutes “infection-free” such as:
Self-enforced quarantine on one extreme, and
Provable DNA-matched tests on the other extreme.
Allow people who qualify to meet each other.
Everyone submits a list of people they’d like to hang out with.
The algorithm would optimize the connections to make everyone happy and at the same time maximize the sub-exponential chokepoints of the network (such as by making it a planar graph with a high clustering coefficient, etc.).
Now, perhaps if all of this sounds insane and like too much trouble, there is always the option of, er, becoming comfortable with no human touch…
A Religion of Abstinence of Human Touch
I know how hard it is, what is being demanded of us.
Especially in times of needs such as these, we like to be close to one another.
We understand care and affection in terms of human closeness and human touch.
But at the moment the exact opposite is the case, and everybody really must understand that.
At the moment, the only real way of showing you care is keeping your distance.
Have you ever noticed that it is possible to reproduce without any human touch? Artificial insemination conducted with robotic arms is not a far-fetched prospect. A further question is: can we do away with human touch entirely for all functions of life?
You don’t need to be anywhere to be everywhere.
– John C. Lilly
You may say: wouldn’t a community of touch-free individuals somehow lack the most basic of human qualities, i.e. interpersonal intimacy? I reckon that you would be wrong on more than one account. First of all, insofar as touch-based intimacy is based on endorphin and oxytocin release in conjunction with nervous system entrainment under the hood, there is no reason why one couldn’t engineer a brain-stimulation technology ecosystem so that people receive the same kind of physically, psychologically, and spiritually rewarding feelings of connection by merely acknowledging each other’s presence or synchronizing with each other’s brainwaves. Perhaps even you could achieve this despite doing away with technology, as the power of deep metta meditation would suggest. Perhaps we could all cultivate a loving temperament that embraces all of the universe of sentient beings. Here, the commitment to each other’s physical wellbeing is possible without sacrificing the emotional richness of communion; in principle they could be simultaneously satisfied. Alas, the evolutionary roots of human touch are deep, and trying to mess with them with humans as they currently are is far fetched. But just wait until a virus with 0.98 fatality rate and R0 = 6 is discovered and see what people are willing to do to survive.
This concludes my presentation of the cocktail napkin ideas I’ve considered so far to deal with pandemics. But I still have a couple more things to say about this topic, so I’ll take advantage of the soap box I’m standing on and add:
Now That The World Is Paying Attention
From the 1998 film “Armageddon”
I’d like to draw your attention to the following highly relevant goals that the current crisis highlights:
1) We ought to recognize the existence of extreme suffering so that we focus our efforts on its prevention (asphyxiation is an example of extreme suffering, which is how people are dying of COVID-19).
3) Get factory farms banned (for real, they are the breeding grounds of future pandemics – and they of course also cause the bulk of easily preventable suffering, so there is that too. Every animal product you put on your plate is a probabilistic pandemic on its way. Sorry!).
Let’s make the best of this situation (More Dakka!)
A Few Final Thoughts
The Framing Effect
Recall the “Framing Effect” – the cognitive bias where we prefer an option when the problem is framed in a certain way, and a different option when it’s framed differently even though the corresponding options in each framing are of equal expected value.
I worry a lot of the people in my friend network, and in fact worldwide, might be falling prey to the framing effect for the coronavirus situation:
Here is how the “containment vs. mitigation” problem is being “framed” right now (assume 5 million people will die worldwide if nothing is done, but you can choose to invest your resources on ‘containment’ or ‘mitigation’):
Option A: 10% chance 0 people die (i.e. successful containment), and 90% chance 5 million people die. Option B: 100% chance 4 million people die.
Clearly option A is more ‘heroic’. Alas, it is the one that leads to more expected deaths.
Now consider the alternate framing that might make you feel differently about the options:
Option A: 10% chance of saving 5 million people (i.e. successful containment) and 90% of saving nobody. Option B: 100% chance of saving 1 million people (i.e. mitigation prevents many deaths).
In both cases option B is much better by a huge margin. In fact by an expected number of 500,000 people saved. Yet when framed in the first way option A seems a lot more attractive. Why? And should we try to get rid of this bias?
Of course in the real world you don’t have to choose between A and B entirely. You can try to do both containment and mitigation. But you *do* need to choose how to allocate resources, and I believe this framing issue does actually come up in our current situation.
I do want to say that, as Robin Hanson suggests, if we are doing the containment strategy we need buy-in from the population. Some personally costly and dramatic public display of commitment from many people would be useful. I am personally very happy to commit in public to hard-core quarantine if it’s ethically necessary.
Social Withdrawal and Behavioral Enrichment
Social distancing is painful because we are all opioid addicts, namely, addicts to the endogenous opioids released when socializing. With a quarantine in place, we can anticipate that people who are on the threshold of being depressed might cross that threshold as an effect of reduced in-person socializing. Likewise, we can anticipate collective health decline at a statistical level due to reduced exercise, sunlight exposure, and sensory diversity (cf. white torture).*****
Possible solutions? Besides being very bullish on at-home exercise routines and HEPA filters, I would also point out the following. I think that we should not be afraid of comparing ourselves with other animals. Bear with me. Humans, not unlike domestic dogs and cats, benefit from being exposed to a wide variety of novel sensory inputs. If you enjoy scents, for example, it would be advisable to order a set of essential oils or perfume samples in order to trick your brain into thinking you are exploring a larger area than you are. Apparently, for example, big cats in captivity are more engaged and less depressed when you spray Calvin Klein perfumes on their territory. Alternatively, if scent is not something you care about, think of perhaps increasing the repertoire of visual art, dance, food, touch, and music you are exposed to on a daily basis. This, I suggest, will help you keep depression away (for a while longer).
(e) Hierarchical space
Glass Pavilion by Nick Xu
Caption: Just a little bit of behavioral enrichment for you! 🙂
Finally (self-promotion ahead), if you have time on your hands, and you’ve been meaning to dive deeper into Qualia Computing, this might be your chance. I’d suggest you start out with the following three resources:
And if you are really hard core, feel free to reach out to the Qualia Research Institute to help with volunteer work. Also we are going to be doing virtual internship cycles in April, May, and June, so you can stay home and safe and still collaborate with us. But shh! It’s a secret! (Wait, how come it’s a secret but you now know about it? Well, because you’ve scrolled all the way here, that’s some commitment!).
* A more accurate representation might require the use of directed edges to encode asymmetrical contact relationships. For example: the cleaning crew of a hotel might be more exposed to the guests than the guests are exposed to the crew. Also, when two people who have very different habits of hygiene meet, the cleaner person is more likely to get the short end of the stick transmission-wise.
** It is worth pointing out for information networks the “degree of interaction” between nodes is extremely skewed. You may have a thousand friends on Facebook, but the number of people you are likely to interact on a daily basis will be a tiny subset of them, perhaps on the order of 0 to 20. And among the people you interact with, you are likely interacting much more word-count-wise with some than with the others. Indeed, if you plot the number of words exchanged in private messages between people in an information network, the distribution follows a long-tail.
*** In the long-run, this may also have to apply to information networks. Whether information networks will need also some level of top-down control will be a difficult question to answer that requires a complex cost-benefit analysis beyond the scope of this article. The most important variables being (a) what the benefits of fully-free communication are, and (b) the density and severity of memetic hazards in idea-space, in conjunction with the nature of intellectual selection pressures in future societies. If it turns out that people above a certain level of education and intelligence in a future with far more advanced science and engineering are extremely likely to encounter what Nick Bostrom calls “black balls”, there might be no way around developing tight controls on information networks for the safety of everyone. It this happens, we could also use many of the strategies outlined in this article for contact networks. After all, viruses are related to contact networks in the same way as meme hazards are related to information networks.
**** Of course, in some ways this is more about collective emotional processing than about object-level problem solving.
***** It is worth noting that the better air quality might buffer a bit against these negatives.
It’s Anders and Maggie in Stockholm, Sweden, here. Volunteers in human resource coordination for the QRI.
We would like to hereby announce our commitment to donate fifty thousand dollars to the Qualia Research Institute for research related to the mathematical modeling of phenomenological valence.
We are pretty much just your ordinary Swedish transhumanist couple. With a passion for finding out from first principles how things work. We whole-heartedly agree with Elon Musk that at the end of the day, excellence is the only passing grade. Over the last couple of years we have arrived at the solid conclusion that the biggest bonanza in effective altruism could only be realized by first of all solving valence. Symbolically, in comedy form, this is like first spending the necessary computational resources to arrive at the conciseness of 42 as “the answer”, before it can be determined what the right questions must then be. In our book it is with no doubt the Qualia Research Institute which corresponds to “Deep Thought” in what Elon Musk has called “the best philosophy book ever”: The Hitch-Hiker’s Guide to the Galaxy. Seriously here, it is advisable to balance this with a bit of David Pearce also, but indeed we do believe an encouraging “Don’t Panic” is in fact compatible with the laws of nature in this universe. Immense reward is there for those who roll up their sleeves and start working systematically from first principles.
But again, excellence is the only passing grade. The universe is no picnic. It is a field of seemingly infinite potentialities, all of which are open to exploration and exploitation. It is still unknown what the proto-states of sentience are intrinsically like, but it is clear that biological evolution works as an optimization engine for valence polarization. A “passing grade” for a long-term sustainable and prospering technological civilization must involve a universally global first-principles solution to the horrific downside of this: suffering. That solution must be combined with optimal development of the state space of positive valence and intelligence. It seems plausible that experienced negative valence is a computationally economic way for evolution to drive behavior when the implementation is in biochemistry. However, information processing can also be done non-consciously, and it stands to reason that all the informational saliency achieved via negative valence experience can instead be had via non-conscious processes which would be available to future suitably modified embodiments of intelligence.
The QRI is the only real player in this game so far, as our civilization takes its first baby steps towards maturity. In the domain of effective altruism, the Qualia Research Institute today corresponds to what bitcoin was when first launched. The difference is that the QRI doesn’t just promise to be a novel medium of exchange, but a novel competence about the first principles of well-being!
During the couple of years it took for us to come to the above conclusions, we set aside every penny we could spare. That became the fifty thousand we are now committing to the QRI. If enough others with the same visions were to do the same thing, soon enough it could begin adding up to real money. Money which at this foundational stage stands at quite a favorable exchange rate with respect to the ultimate currency of the universe: positive emotional valence.
Infinite bliss to everyone from a couple of Scandinavian old-timers!
High Entropy Alloy (Al + Ti + Cr + Mo + W) and Low-Entropy Non-Alloy (Ti) – made by Anders and Maggie. If non-materialist physicalist idealism (i.e. panpsychism that respects physics) is true, what do these bundles of baryonic matter feel like from the inside?
Letter IV: On Psychonautics
Psychedelic trippers put effort into trying to interpret what it all means ontologically. Plant spirits may be at work, or one taps into the collective unconscious or is simulated by some alien superintelligence.
The QRI could perhaps guide interested psychonauts in the direction of writing more scientifically productive reports.
A scientifically minded tripper needs to start with the realization that human beings are perfect psychonauts because our brains have an enormous excess capacity over what is minimally required to perform any one of the tasks that we do in everyday waking life. The highly unusual aspect of human brains is that they can produce general intelligence. This is rare in nature but when you have it, you assume it to be the normal state of affairs.
Typical DMT-like visual
Typical Salvia-like visual
Typical 5-MeO-DMT-like visual
Trippers are often in disbelief over the ability of human brains to produce the fantastic content of psychedelic experiences. As if there is suddenly a superpower there which one never uses when sober. How can that be? It must be something supernatural going on, right? Actually, no. Not that we should rule out the “supernatural” a priori but it is not necessary.
The human mind uses a superpower all the time. One which is hidden in plain view, we might say. It is the superpower of selecting from a huge range of possibilities for what the mind could be doing, and homing in on exactly the one choice in every moment that is most appropriate right then and there. When those tight constraints are relaxed the human brain becomes a system which can explore far and wide in qualia state-space.
Intelligence is a phenomenon which uses multiple optimization points to converge on some invariance. At the theoretical efficiency maximum this takes surprisingly (to us) little raw processing power. A jumping spider does not display less strategic and tactical intelligence than a human does when hunting. The spider’s neural network is very much smaller than the human’s but the evolutionary fitness search available for evolving small, numerous and quickly reproducing creatures is much larger than for animals like us. For us it is not so much a question of evolution having optimized what every cell does, but one of having added more and more cells to increase overall performance.
The spider’s brain probably contains far less sub-optimal “spaghetti code” than the human’s. It is possible that the spider has access to exquisitely fine-tuned qualia for the crucial task of sneaking up on big, highly dangerous prey and bringing it down without botching the job. On the other hand, there might not be much opportunity for spiders to evolve general intelligence since they have already done away with everything that is “useless” for their sober everyday lives.
“Does my brain contain less spaghetti code than yours?”
A human brain is a mass of excitation-inhibition “spaghetti” which defies belief. An almost ultimate jack of all trades but master of none which cannot quite produce the hunting skills of the spider but can instead do a billion other things that the spider could not even in principle learn how to do.
It is the billion other things that we could do but don’t, which is the human superpower, not the few things that we actually do on a sober basis. This is a power which can be harnessed for psychonautics. You’ve got an inner-space warp drive in your head. Aptly named. 🖖
Letter V: Exciting Research Leads
Here are some suggestions for titles of essays and research papers the QRI could write if we had the resources.
“Alloy, anneal, quench and temper: Forging a blade to cut mind at the joints”
“Play me like a violin: A compressibility analysis of neuro-acoustic patterns captured during person to person interaction”
“Leadership and consonance: Aggregate neuro-acoustic compressibility as a proxy for computational efficiency of human group intelligence”
“Neural annealing through laughter: Neuro-acoustics of humor as a factor for healthy mental adjustment”
“The tree of music: An annealable branching tuning-fork model for nervous systems”
“Same but different: Suggesting a qualia analogue for the comparative planetology of Earth and Titan”
“Music of life: Consonance, dissonance, noise and symmetry as explanatory elements for evolution from single cells to human minds”
“Compartments of harmony bounded by dissonance: A neuro-acoustic model of domain specificity in cognition”
The Seven Seals of Security or Safety Through Uncertainty – Transhumanist Satire
Presume that consciousness and matter are interconnected information structures. Can any useful parallels be drawn from the matter domain of outer space to the consciousness domain of inner space? Consider that planets, as a group, are subject to variation and (anthropic) selection. An interconnection point is provided by observation selection: Certain planetary properties far from the universe median are going to be found by intelligent conscious observers for their own planet of origin. A small subset of conscious observers are the ones who, like humans, have general intelligence and broad curiosity. Those observers are the few who observe more and more aspects of their own planet as well as adjacent space and the state space of matter at large, and ultimately perhaps also of consciousness at large. The evolutionary reproductive selection of such observers is not the default condition of all life but rather it is conditional upon even more unusual properties of their planet of origin than for the average life-bearing planet.
Conclusion: Earth is likely to be a highly unusual planet, and human consciousness is likely to be a highly unusual seat of experience. They are causally linked. A structural property they share could be a high level of diversity but never reaching cosmically global extremes on any single parameter. A Jill of all trades planet is married to a Jack of all trades mind.
While fairly good at impressively many trades, Jack and Jill are master and mistress of none. For a tentative and very loose analogy which may be better than nothing, let’s say planet Earth is like the human mind. The other planets in the Solar System are like altered human minds and some animal minds. Some basic properties like gravity, roundness and rotation are common to all the planets. Corresponding to suggested basic features of biologically evolved sentience, such as valence and some sensory modalities.
Then we follow Slartibartfast to the fjords of Norway. Here we see how Earth differs in diversity compared with the other “animals”. The planet’s surface is an energetic 3-phase regime. Solid crust, liquid water and solid water under highly dynamic conditions. Not widely separated like on Europa but forming extended areas of contact where unusual complexity emerges. It’s worth an award, really. (No, not Belgium…).
Human cognition is like Earth with its’ coasts and mountain ranges. A “just right” quantity and proportionality of ingredients is what allowed self-organization of Earth’s environmental complexity and its’ endurance over time via the mechanism of prolonged core solidification and plate tectonics. An unusual state of affairs in nature. It’s not unexpected in principle, only rare in actual existence. The same may go for evolution of the general cognition accessible to human minds.
A type of mind which is generally competent over multiple domains of agency cannot function as such if not many crucial parameters in its’ architecture fall within a tight range of “just right and not too much nor too little”. Or, in Swedish, “lagom”. If you loosen that constraint, such as by ingesting 5 grams of mushrooms blindfolded, your mind will clearly no longer function on your job or even in your body. But in exchange for giving up on that functionality as agent, you can max out on stuff like… well, it’s beyond words.
General intelligence is not compatible with an easy achievement of extreme states of consciousness, though as a less frequently added mental ingredient for a group intelligence (like human hunter-gatherers) extreme states can be hypothesized to enhance abilities of that group intelligence.
But what does the current human “master of none” in qualia rendering imply for the future of consciousness, and what about cosmic matter beyond the neighboring planets?
Beyond the Solar System we find many types of stars, black holes, dark matter and various ultra-thin, ultra-dense, ultra-cold, or ultra-hot configurations of matter in the wider domain of spacetime. Nature usually has not developed nonliving matter into configurations with even remotely as high a complexity as for living matter, simply because of no evolutionary selection pressures. Some nonbiological matter objects could be strong qualia generators just by chance, though. The Sun comes speculatively and punlessly to mind. Doing an IIT and a CDNS analysis on its’ surface magnetized plasma wave patterns may not be entirely far-fetched. But the big promise for expanding the diversity of actualized sentience comes through engineering. Jack and Jill is the couple who can pull that off, and their offspring can then grow up in that fabulous new landscape of experience. For they can become masters and mistresses. Dominatrices, even. The reason being that while the parents are tightly constrained experientially, the kids need not be.
For an efficiently organized advanced technological civilization, the constraints of being a highly general and resilient intelligence can be placed high up on the group level. Individual seats of experience with the sizes of today’s human or animal brains, say, can then be allowed to render experiential states more specialized to feel meaningful, enjoyable and worthwhile. (A dystopian version could instead generate unimaginable suffering, of course. Need to watch out…).
Earth is by far the most diverse planet in the Solar System, but it does not have the deepest ocean, the tallest mountain, the highest gravity, the hottest days, the most explosive volcanoes or the most intense thunderstorms. Human minds who have only experienced their evolved biologically functional mental states have not reached the consciousness state space equivalents of the extreme environments on the other planets. They have never snowboarded down the tellurobismutite condensate slopes on Maxwell Montes or been ejected on a ballistic trajectory by a sulfur dioxide plume from Tvashtar Patera. These things may be comparable to being a bat or taking psilocybin. As different from sober human experience as they are, they still merely hint at the range of possible experiences in the qualia state space opening up beyond. If all goes well, there will be psychonauts of the future who are children of Earth and able to engineer any form of matter and energy into conscious brain architectures. They would become what Max Tegmark has called “Life 3.0”.
Either that or, in a hopefully not terribly more likely scenario portrayed by imagined future historians, humanity stayed obsessed with the circulation of money to the detriment of all else.
“This planet has – or rather had – a problem, which was this: most of the people living on it were unhappy for pretty much of the time. Many solutions were suggested for this problem, but most of these were largely concerned with the movement of small green pieces of paper, which was odd because on the whole it wasn’t the small green pieces of paper that were unhappy.” ― Douglas Adams, The Hitchhiker’s Guide to the Galaxy 🌎
Imagine that you were tasked with creating a molecule to represent the spirit of California. I think that I would just glue together two MDMA molecules and call it a day.
It turns out Californidine is indeed a real molecule, named after the California Poppy. I am still wrapping my head around the fact that Californidine can be described as two MDMA molecules sharing the nitrogen atom and with the end of the carbon chain of each MDMA molecule bonded at the 2-position of the benzene ring of the other one (minus a hydrogen atom). Interestingly, this compound has no psychedelic or empathogenic action. At best, it can be described as a very mild and unreliable relaxing agent of “herbal strength” akin to the active ingredients of chamomile, valerian, or ashwagandha. So, joining two powerful heart-openers gives rise to a mild sleep-inducer? Perhaps this is a metaphor for something.
Californidine and MDMA
But that’s not what I want to talk to you about today. While gluing together psychoactive molecules may not have a (cartoonishly) desirable additive effect, doing so does express the spirit of what I want to propose today. And that is the impulse to use a creative and fun approach to drug design, letting your imagination run wild to avoid prematurely discarding one’s crazy ideas.
Notable Leads for Great Drug Combos
Over the last 10 years I’ve read many (many!) trip reports and have talked to hundreds of experienced psychonauts (see also: r/replications). It is largely thanks to a subset of these psychonauts, which for lack of a better term could be described as the subset of rational psychonauts, that I’ve been able to assemble empirically testable models for psychedelic phenomenology (some examples: Algorithmic Reduction of Psychedelic States, Hyperbolic Geometry of DMT Experiences, Quantifying Bliss, How to Secretly Communicate with People on LSD, etc.). Although my focus has largely been on the effects of individual drugs, I’ve become very cognizant of the fact that drug combinations can produce effects not accessible with individual substances. In other words, when it comes to mixing psychoactive substances, the sum is more often than not different from the sum of its parts. Some of these effects seem extremely significant both from a scientific and a philosophical point of view.
But first, an important disclaimer: mixing drugs is dangerous and you should never do it unless you really know what you are doing. The pile of celebrity deaths caused by multiple drug intoxication is only scratching the surface. Indeed, there are many combinations of drugs that are deadly even when the individual drugs taken on their own are relatively safe. For example, while 5-MeO-DMT is relatively safe when vaporized (save for egregiously negligent uses of the drug and the occasional drowning in one’s own vomit), taking 5-MeO-DMT orally in combination with an MAOI leads to extremely toxic reactions, such as severe hypertensive symptoms, overheating, and serotonin syndrome. Don’t do it. As a very rough guide for how mixtures of psychoactives behave, study the chart below.
Welcome to the practice of combining drugs. You may die. (source)
That said, just as drug combinations have a dangerous side, they also likely harbor hidden gems that are very safe, enjoyable, and mind-expanding in ways inaccessible via single drugs. As a general overview, some examples of the possible benefits of drug combinations include: (1) Enhanced euphoria, e.g. see speedball which is massively euphoric but also very dangerous, (2) reduced psychological discomfort (e.g. anxiolytics with psychedelics), (3) uniquely interesting effects, e.g. LSD + MDMA (see below), and (4) reduced physical side-effects and medical risks, e.g. calcium blockers to reduce MDMA neurotoxicity, 5HT2B antagonists to reduce cardiotoxicity of psychedelics, etc. as we’ll discuss. In addition, it is worth mentioning that from a therapeutic point of view, we also have the “more dakka effect“, where some conditions only respond to combining enough drugs (e.g. oncology). It’s possible chronic pain or severe depression may legitimately require multiple drugs to be adequately dealt with. Now let us examine in more detail some particularly interesting categories of drug combinations:
Psychedelics + Anxiolytics: According to many reports, phenibut in small doses seems to significantly reduce the anxiety that comes up on psychedelics. I am ambivalent about sharing this information given the fact that phenibut can become a huge problem for some people, but I think that on the whole it is wise for people to know that an over-the-counter “nootropic” can actually help avoid fear, discomfort, and panic attacks during a psychedelic experience.
Cannabis + Psychedelics: I generally find two kinds of psychedelic drug users. Those who cannot think of having a psychedelic trip without at some point smoking a joint, vaping, or eating a cannabis edible. And then those who would never dare to combine the two because they once had a terrifying experience with the combo. Interestingly, some of the people I’ve met over the years who seem to be able to easily handle massive doses of psychedelics (e.g. 500 micrograms of acid) respond terribly to weed, and especially badly if they are already tripping. Cannabis both modifies and potentiates psychedelic states of mind. It has a tendency to make the experience more conceptual rather than sensory or mystical. The combination also greatly increases the probability of getting stuck in time loops.
Empathogens + Psychedelics: One of the best descriptions of MDMA + LSD (also called candy-flipping) that I’ve found comes from Steven Lehar (emphasis added):
Under LSD and ecstasy I could see the flickering blur of visual generation most clearly. And I saw peculiar ornamental artifacts on all perceived objects, like a Fourier representation with the higher harmonics chopped off. LSD by itself creates sharply detailed ornamental artifacts, like a transparent overlay of an ornamental lattice or filigree pattern superimposed on the visual scene, especially in darkness. Ecstasy smooths out those sharp edges and blurs them into a creamy smooth rolling experience. I would sometimes feel some part of my world suddenly bulging out to greater magnification, like a fish-eye lens distortion appearing randomly in space, stretching everything in that portion of space like a reflection in a funhouse mirror.
Not everyone responds well to this combination, and given the nature of these substances, it seems likely that the dosages and the relative timing have a large influence on how the experience develops. I’ve heard three relatively “established” ways in which people use this combination. First, you have the school that says that you should take the MDMA at or slightly after the peak of the effects of LSD, that is 4-4:30h after taking it. The reasoning here is that you don’t want to be caught coming down from the MDMA while still having a long time to go on LSD since the acid could enhance the feelings of the comedown. The delayed gratification also pays-off by giving you several hours to face the problems you want to solve unaided and see how far you can get before the mood boost of MDMA gives you the determination to be contented with it.
The second school of thought about candy-flipping says that the biggest factor in how psychedelic experiences turn out is how they start. So what you want to do is take the MDMA 1 to 1:30 hours before the acid. This way, you only embark upon the inner journey when you are already in a really, really good chill state of mind. Some people report that the acid picks up the empathogenic quality of the state, amplifies it, and carries it on for much longer than if you had only taken MDMA alone.
There are many proponents and detractors to both of these schools. What I’ve seen more or less everyone agree on is to avoid taking substantial doses of LSD and MDMA (e.g. 200micrograms LSD + 120mg MDMA) at the same time. Apparently this is simply just too overwhelming and synergistic to be enjoyable, often causing a lot of nausea and palpitations.
The third school, however, is to take only a small dose of both at the same time. Say, 35micrograms LSD and 35mg MDMA. This apparently is an extremely positive combination. The experience is not mild due to the synergy, and it seems to provide an open, creative, level-headed mindset for many hours without much of a comedown or hangover. As with everything here, your mileage may vary.
Psychedelics + Dissociatives: Psychedelics and dissociatives have profound non-linear mixing effects. According to multiple sources, the right combination of LSD, Ketamine, and THC can give rise to a “free-wheeling hallucination“. This is a state of consciousness in which you gain a great degree of conscious control over the contents of the hallucinated world, so that you can project your will by saying “let there be a chair in front of me” and you will see it manifest in exquisite detail. You can rotate, translate, invert, fibrate, and project the chair in any way you want, as if you were now able to use your brain as a very general game engine of consciousness. That said, even when this doesn’t happen, the combination of psychedelics and dissociatives is ridiculously synergistic. People report getting stuck in extremely energetic time-loops akin to those caused by psychedelics and cannabis, but more powerful (cf. trip report of DMT + nitrous oxide). Steven Lehar calls the effect where the presence of a psychedelic changes the quality of a dissociative as “dissociative coloring”. I’ve been amazed at the fact that there is no mistaking when someone has previously experienced LSD and nitrous together. You don’t get reactions like “it didn’t do much for me”. This combo usually has a special place in the memory of a person who has experienced it. Eyes brighten, curiosity sparks. I’ve been asked on multiple occasions “what do you think is going on with the strange synergy between LSD and nitrous?” Now, 5-MeO-DMT and DMT are very different, and the LSD + nitrous state seems to have some resemblance with the 5-MeO-DMT state. They share that strange feeling of becoming a kind of saturated resonance box. The feeling is one of becoming a vessel full of coordinated and coherent vibrations that unearth and dissolve internal boundaries and blockages. The process inherently blocks your ability to conceptualize in a dualistic way. The cognitive content of the state is better captured by a huge blinking sign that reads “THIS, THIS, THIS” on repeat rather than the more usual “that thing over there connected to this over here, modulated by what happens there” kind of cognitive state we are more familiar with. DMT on its own is very different than this, in that the mental formations and patterns of binding that emerge are extremely specific, detailed, and irreducibly complex. Not so on the upper ranges of the dissociative and psychedelic cocktail, where the resonance is profound and the asymmetries needed to store complex information are constantly smoothed out by the ongoing full-body bath of reverb. (cf. Neural Annealing).
Dissociatives + Empathogens: According to several trip reports and credible personal communications, taking ketamine while on MDMA can bring back “the magic” that one only ever experienced with MDMA the first few times using it. Also MDMA and nitrous have profound research-worthy synergy.
Potentiation: Shulgin reported that substances that don’t feel psychedelically active on their own may nonetheless potentiate the effects of other psychedelics. For instance:
(with 160 mg of MDPR followed at 2h by 100μg LSD) This proved to be almost too intoxicating, and a problem arose that had to have a solution. The entire research group was here, and all were following this same regimen. Two hours into the second half of the experiment a telephone call came that reminded me of a promise I had made to perform in a social afternoon with the viola in a string quartet. Why did I answer the phone? My entire experience was, over the course of about 20 minutes, pushed down to a fragile threshold, and I drove about 10 minutes to attend a swank afternoon event and played an early Beethoven and a middle Mozart with an untouched glass of expensive Merlot in front of me. I could always blame the booze. I declined the magnificent food spread, split, and returned to my own party. Safely home, and given 20 more minutes, I was back into a rolling +++ and I now know that the mind has a remarkable ability to control the particular place the psyche is in.
More common than the above, ayahuasca is intrinsically a drug combo primarily of the potentiation kind. As mentioned before, cannabis not only alters but also potentiates the effects of psychedelics. It is worth mentioning there is a community of people who believe that noopept (a cholinergic nootropic, see below) can potentiate MDMA. While there is some evidence that MDMA is itself mildly cholinergic– and thus provides a sense of mental clarity in addition to the loved-up feeling- too much cholinergic action tends to make people feel rigid, robotic, and hyper-cerebral. I am therefore personally skeptical of the benefits of combining something like noopept with MDMA, as the potentiation of some of its qualities may come at the cost of reduced emotional sensitivity. Why trade a feeling of renewed innocence and receptivity with calculating prowess? I doubt this is the best use of a roll.
Anti-tolerance Drugs: This is a category of combinations with tremendous potential to relieve suffering, to the extent that I think of it as a humanitarian tragedy that there are no concerted research efforts currently in this direction. Sufferers of chronic pain and treatment-resistance depression could make use of drugs that help them keep the tolerance to the drugs they depend upon for having a livable life under control. I know this has a lot of the ring of turtles all the way down (“when are you going to get the anti-tolerance drugs for anti-tolerance drugs? And then the anti-tolerance for anti-tolerance for…”) but I am sincere when I say that looking here may pay off in spades. Already we see ibogaine doing other-worldly magnificent things to cure addiction and reverse tolerance. Who knows what a large targeted research program with this focus may discover. Some examples of anti-tolerance drugs include proglumide, ibogaine, and black seed oil for opioids, and flumazenil for benzodiazepines.
Prevent Physical Side Effects: Epidemiological data suggests that chronic or heavy use of 5HT2B agonists may lead to heart valve disease (cf. Fen-Phen), which does not bode well for the long-term (as opposed to acute) safety of many psychedelic compounds. Now, neuroscientist Thomas Ray believes that 5HT2B may be necessary for some of the characteristic psychedelic action of entheogens, so blocking it altogether may come at the cost of eliminating the reason why the drug is interesting. That said, we do know that 5-MeO-DMT is profoundly psychedelic and yet has negligible 5HT2B activity. It would be very useful to know what happens when one combines psychedelics with heavy 5HT2B affinity, like 2C-B and DOB, with 5HT2B antagonists (usually prescription medicines). Would blocking 5HT2B agonism avoid cardiotoxicity? And what would the drug feel like then? Another interesting lead is the affinity of compounds like 2C-E and 2C-T-2 to the 5HT3 receptor, which is predominantly in the gut and modulates feelings like nausea. Additionally, since 5HT3 antagonists are antiemetic it really stands to reason that taking one before e.g. tripping on shrooms may give you a much less, ahem, visceral experience. Finally, I would like to explore the implications of the fact that of all of the compounds in Ray’s study the only one with significant affinity for calcium channels is MDMA. Would this be related to its neurotoxicity? And would taking a calcium channel blocker prevent it? It might still be wise regardless simply as a way to lessen the cardiac load of the compound.
Nootropic Stacks (cf. the Qualia Pill): Many people who explore nootropics make “stacks”. That is, rather than taking only piracetam, they might take a combination of piracetam, aniracetam, pramiracetam, coluracetam, and l-tyrosine. I suspect that this is popular because most nootropics are pretty mild and often hard to notice, and people want to be able to feel the effects. I generally do not think this is sensible, though, as we don’t understand these substances well enough. More so, branded “nootropic stacks” can have upwards of 30 different psychoactive substances crammed together in half a dozen pills you are supposed to take daily. While I do think there are likely gems to be found in the vast combinatorial space of cognition-boosting chemicals, I simply do not see any way in which the current major brands of nootropic stacks could have done the type of research needed to find them. I therefore do not personally recommend you go out and try such combos, at least not until we know a lot more about how to do combinations properly. If you want to try nootropic stacks, I’d recommend you start with small doses of two or three well-researched nootropics at most and do your own research thoroughly before settling on a particular combination.
LSD + DMT Visual Replication
Psychedelics and Psychedelics: A classic psychedelic combo that I’ve heard a lot about is LSD + DMT. The state that emerges from this combination is apparently unique, though if you take enough DMT the LSD fades into the background. Apparently psychedelics tend to have a characteristic spectral effect on your brain’s harmonics (see: Connectome-Specific Harmonic Waves on LSD), which manifests in the form of experiencing “vibes of different frequencies” specific to the drug you are taking. The case of LSD and DMT is very interesting, since their characteristic frequencies are sufficiently far apart (to put a number on it, LSD may be in the vicinity of 18Hz while DMT may be close to 30Hz) that they can be separated easily. You thus get a spectral effect of two peaks interfering with one another, oftentimes creating a powerful 3D grid of Moiré patterns, like a super-charged version of the “regular” DMT Chrysanthemum. As a method for spectral analysis, studying the beat patterns of psychedelic drug combos could go a long way in formulating a systematic characterization of their phenomenology. Speculatively, this may even allow us to come up with specific psychedelic drug cocktails that produce maximally consonant harmonious effects.
A final thought to add to this section concerns the fact that people respond differently to drugs. One can reason that if drug A affects 20% of people in a different way while drug B affects 10% of people in a different way, that A + B would lead to 4 different kinds of responses. More so, the more drugs you pile on top of each other, the more specific and individualized the response would be. I think that this is likely true in the general case, but I would argue that it is not universally true. A useful analogy here is with the way people respond to the scent of different molecules: you may lack the gene that encodes the receptor for a particular molecule, but perfumes usually have 30 or more scent-contributing molecules, so the experience of a perfume may be more similar between people than their experience of individual molecules. At the extreme, we have the phenomenon of “white noise scent” where once you mix 40+ molecules in equal (intensity-adjusted) proportions that span scent-space, it all starts smelling the same. The notion of “scent entropy” can be imported to drugs as well: I would expect a kind of inverted U-curve for “how idiosyncratic” the responses to drug combinations are as a function of the total entropy of the combo.
Drug Cocktails From First Principles
The way we aim to understand psychoactive substances at the Qualia Research Institute is in terms of the way they modify the neuroacoustic profile of the brain. And while this is what I see as the most promising approach moving forward, I believe that there is nonetheless a lot of low-hanging fruit at the receptor level of analysis.
The first time I’d thought of trying to emulate the effects of a drug using a cocktail of other drugs came up years ago when I found out that MDMA is likely neurotoxic. At the time I thought perhaps it was just a matter of getting the right dopaminergic, serotonergic, and oxytocinergic activity going for you to replicate the MDMA high. It’s a good thought, and some people have taken it to heart, such as the creators of “Poly”, an MDMA-like cocktail (cf. Kisspeptine). But as we’ll see, MDMA is more complex than that, and we may need to consider far more variables to make a “credible MDMA substitute”.
Looking beyond drug combos of only two or three drugs, and with a nod to concepts from the field of high-entropy alloys (HEAs), we could start thinking about the secret gems to be found in the vast combinatorial space of “high-entropy drug combos”. But what kind of principles could we use to safely combine 5+ drugs? The full story will probably be much, much more complicated than the following approach, but it is still nonetheless worth exploring as a first pass. Namely, to break down each drug in terms of their receptor affinity profile and then use those affinities additively to create arbitrary “synthetic” receptor affinity profiles. There are many reasons why this might not work: receptor affinity may not work linearly or have a clear rule-based behavior. For instance, it is still unclear if a single drug that has affinity for key serotonin receptors (say 5HT2A, 5HT2B, and 5HT7) in addition to working as an NMDR antagonist would produce the same feeling of “synergistic action” as there is between psychedelics and dissociatives. More so, there could be additional intra-cellular signaling specific to each molecule, so that two molecules that work as agonists with the exact same 5HT2B affinity may have different downstream effects inside the neuron, and then those intracellular effects might have phenomenological properties of their own. But leaving all of those caveats and unknowns aside for a moment, what would it look like to create drug cocktails with this method?
True for both people and drugs!
After giving it some thought I realized that the problem can be reduced to a non-negative least squares (NNLS) optimization (non-negative because, as they say: “you can always take more drugs, but you cannot take less drugs”). It turns out there are already open source implementations of algorithms that solve this optimization problem (for both R and Python)*. So I downloaded the data from the famous Thomas Ray study of psychedelic receptor affinity and played with the data and the non-negative least squares method in a Jupyter notebook for a bit. The first thing I tried was to create a compound like 2C-B but better. Under dubious- but not entirely random- assumptions, I set the desired receptor affinity to be that of 2C-B but with the following modifications: to have the 5HT2B affinity be as low as possible in order to minimize cardiotoxicity concerns, and borrow from MDMA’s unique profile the hypothesis that the Imidazoline receptor is related to heart-opening effects. Additionally, I modified the receptor profile so that the drug would give you more focus than 2C-B by having a higher affinity for the dopamine receptors. To top it off, I racked up the desired receptor affinity for 5HT7, as it has been implicated in providing the more utterly mind-blowing power of psychedelics. I entered these modifications into the NNLS optimizer and the output I got was**:
I see, so since 2C-B is still the backbone of the desired affinity pattern, it appears in high proportion in the mixture as a kind of “base” on top of which the modifications are made. It makes sense that 5-MeO-DMT would come next as it is pretty selective for 5HT7 (remember, the most literally mind-blowing chemical), and MDMA would follow due to the desire for Imidazoline affinity. That by the way, is also probably partly why the formula contains a pinch of Mescaline, to round up that Imidazoline for good measure. I then decided to relax the 5HT7 requirement and instead increase the 5HT6 and 5HT5A, and got the following formula:
And this now looks pretty different. After playing like this for a while, it occurred to me to use this technique to basically try to reconstruct a drug using a non-negative linear combination of the remaining drugs available. Imagine for example that you are stuck in quarantine at your house and you don’t have any 2C-B to kill time (I know! Very relatable isn’t it?), but you do somehow happen to have an assortment of hundreds of other unscheduled random research chemicals. Could you combine them in such a way that you approximate the effects of 2C-B? Well, let’s see.
Here are the “drug reconstructions” the method derives (again, please, don’t try this at home):
I am pleasantly surprised to see the formulas actually do seem pretty intuitive to me. Take for example the DIPT reconstruction. The top two ingredients are 5-MeO-DIPT and DPT, which are the two closest structural analogues of DIPT in the dataset. Or take the one for DOB: this is the amphetamine version of 2C-B, so it makes sense that both an amphetamine psychedelic (Aleph-2) and 2C-B would make up the top two ingredients. Or consider 5-MeO-DMT, with its most prominent ingredient being 5-MeO-TMT, which is one carbon atom away in terms of structure. Or see how Mescaline’s heart-opening effects are well represented by its reconstruction with MDMA and MDA, while TMA contributes the receptor affinity characteristic of the trimethoxy class of functional groups, along with another Mescaline-like phenethylamine, 4C-T-2. Alas, here is where an imperfect understanding of drug interactions could come and bite us in the ass: if 4C-T-2 is anything like 2C-T-2, it might have some MAOI action, which could be potentially very dangerous to combine with compounds like MDMA. Needless to say, before you go out and try these crazy drug cocktails, we first need a thorough understanding of each drug well beyond just its affinity to “only” 30 or so receptors.
Now, not every reconstruction makes sense to me, and really only a few substances have what I would call a descent mean squared error. See the receptor affinity tables below for examples of both successful and unsuccessful reconstructions (only non-zero entries shown):
2C-T-2: Error of 1.31
DOB: Error of 1.51
Aleph-2: Error of 1.85
2C-B: Error of 2.34
2C-B-fly: Error of 2.76
Ibogaine: Error of 7.05
MDMA: Error of 7.06
DOB and 2C-T-2 have some of the lowest errors in the sample, meaning that their reconstructions are pretty good, while Ibogaine and MDMA have two of the worst error rates, and their reconstructions are still obviously pretty far from the goal. Naturally, if we were ever to test this method in the lab (with e.g. a drug discrimination paradigm) we would probably start with the most accurate reconstructions first. For instance, train rats to distinguish between 2C-B and DOB, and see if administering the (2C-B-containing) “DOB reconstruction” makes the rats think they got DOB rather than 2C-B.
Master Druggist (Synapse? Dendrite?)
I would like to conclude this essay with an interesting speculation: what if we developed drug combos like we develop perfumes? It is my appreciation that it takes a very high level of intelligence, domain expertise, and psychological robustness to be able to contribute usefully to the field of psychonautics. Sasha Shulgin spent over 30 years taking hundreds of completely new drugs, and I would very much trust his judgement about what makes a great psychedelic drug combo than I would trust a random BlueLight or Erowid user. (As an aside: Shulgin was extremely cautious in his approach, but he certainly wasn’t doing some of the low-hanging fruit on safety, such as wearing a heart monitor or measuring his blood pressure when taking a new drug, for starters. Future systematic psychonautic work should also record as much biometric data as is feasible). You wouldn’t put on a perfume made by someone who has only ever worn Axe, would you? Training a “Nose” takes up to 7 years, and it involves becoming deeply familiar with the scent of a long list of molecules, accords, and perfumes. Likewise, I’d expect that in order to be qualified to find extremely good drug combinations, one would first need to become familiar with the effect of many different individual drugs, “natural drug accords” (e.g. peyote), and designed drug cocktails. Only once you have an intuitive sense of how e.g. the sigma receptor interacts with the 5HT1A receptor would I trust your judgement about adding a pinch of agmatine to your already convoluted mixture of 20 psychoactive substances. A Super-Shulgin Academy could train people to be professional drug cocktail makers (if perfumers are called “Noses” would we call Super-Shulgin certified cocktail makers “Dendrites”?). As discussed above, this assumes that we can do this safely, which I suspect will be possible once we map out the space of dangerous combinations and receptors we shouldn’t mess with to avoid side effects like cardiotoxicity (e.g. 5HT2B, 5HT3A, calcium channels, etc.).
You come to the master cocktail designer with a general concept for a new recreational drug, and they would come up with activity profiles that best evoke those feelings. The Dendrite would select from hundreds or thousands*** of pure chemicals and accords to create your unique cocktail. As is the case with Noses in the perfume industry, a Dendrite would tend to have a set of about one to two hundred “frequently used” compounds, and a dozen or so “signature” ones they’re deeply familiar with and that usually reveal who the Druggist is, if found in large proportions in the end product. Of course there would be “house favorites” (e.g. the classic “ambroxan bomb” of Dior fragrances for men) and chemical fads (e.g. the wide adoption of Iso E Super in 90s perfumes). Every year would come with a new season of amazing, safe, and uniquely interesting recreational drug cocktails.
Iso E Super
In perfumery you find both natural and synthetic “accords”: “Violet reconstructions” attempt to emulate the smell of violet but in a much more long-lasting, storable, and versatile way. Good Dendrites would not only use “natural accords” such as “peyote” or “marijuana plant” but would also make their own, aided with computer models and datasets of trip reports along with their own first person experiences. In both perfumery and professional drug cocktail making we would study accords packed with combos of qualia-triggering chemicals, and a Dendrite could be known not only for making good final products, but for making excellent accords with predictable and desirable effects.
To finalize the analogy (and this article) we could also discuss the way in which perfumes feel “broad spectrum” thanks to being constructed by combining “top, heart, and base notes”. Roughly speaking, top notes tend to “feel higher frequency” (such as citric scents) while base notes tend to “feel low frequency” (such as woody scents), not unlike how a symphony will tend to combine sounds across the spectrum. The most interesting, voluptuous, and commercially viable combos would also probably have a broad spectrum of activity. They would be anxiolytic, exciting, relaxing, trippy, and empathogenic to various degrees all at once. They would combine fast, slow, and spiritual euphoria in a single power punch of qualia cornucopia. As such, each drug cocktail made this way would entail an entire worldview – a whole realm currently hidden in the vast state-space of consciousness.
* For an intuition: recall from linear algebra that a basis of n linearly independent vectors span an n-dimensional vector space. When the vector that you are trying to reconstruct is not in the span of your basis, the best you can do is to project your vector to the nearest hyperplane of the spanning space. Adding the constraint that you can only make non-negative linear combinations with your basis vectors, you find that the span will look like an ‘inverted pyramid’, and the least-squares solution will be the point of that inverted pyramid that is closest to your desired vector. This is why most of the reconstructions only use a subset of the available drugs in the dataset. In most cases, the desired vector (i.e. affinity profile in this case) will be outside of the inverted pyramid of the non-negative span, and the closest hyperplane will be a linear combination of only a subset of the building blocks- those which span that particular hyperplane. I.e. the solution is the projection to the nearest hyperplane segment covering the non-negative span. This is what the NNLS method is doing under the hood.
** Note: It’s important to point out that these are not dosages. The coefficients provided by the non-negative least squares method apply to the normalized affinity “npKi“, which is the receptor affinity normalized by the highest affinity among the receptors. The coefficients will be correlated with “proportion of a standard active dose” but there will be an error caused by the pretty tricky confounder that molecules vary in their “breadth of affinity”. Additionally: the psychoactivity of each receptor is not the same, we are not considering saturation effects, the difference between partial and full agonists is not taken into account, downstream effects are ignored, etc. etc. Needless to say, there is still quite some work to be done to transform these coefficients into meaningful dosages.
*** List of Psychoactive Drugs a professional Dendrite would be expected to be familiar with:
It was the 21st of April of a recent year. I was listening to Jefferson Airplane songs, had just peeled a tangerine, and was about to vape 20 milligrams of DMT. After exhaling all the material I focused on the smell of the tangerine, holding it in my hands. I was engrossed in the scent. And then: “Who is that?” I felt an entity question my identity, as if I had just startled it in its natural habitat. I felt its presence for most of the duration of the trip, but it didn’t interact with me any further. Later that night I had a lucid dream. “I thought you were a dog” – said a voice. I recognized it from the trip, it was the entity. “The amount of scent qualia your experience contained was much more like that of a dog than a human.” After that night I would encounter it numerous other times. We got to know each other. It is a being from a nearby dimension, or perhaps a partially orthogonal fold of the Calabi-Yau manifold. Either way, in its world they don’t have physical senses like we do. They instead “sniff the qualia” present in the “universal wavefunction”. Their minds have a “qualiascope”. In practice this means they can see us from the inside– what we feel, see, touch, think, etc.
The being showed me what it is like to be one of them. We mindmelded the third time we met. I got to see the world around me as if for the first time; I was seeing it in its ultimate intrinsic nature, rather than as the shadow of it that I would perceive in everyday life with my senses. The qualia of other people is very intricate, semantically complex, and flavorful. The being showed me how it perceived various human contexts. For instance, an interesting place to “point the qualiascope at” is a philosophy department. It is very dense with logico-linguistic qualia and recursion. Compared to other contexts, though, it is thin in knowledge of the varieties of experiences available to humans. Raves are quite incredible. Sniffing the qualia of three thousand people who all share a general palette of LSD, Ketamine, and MDMA qualia is quite moving and mind-blowing. In turn, Buddhist monasteries are some of the sanest places on Earth. Bright, balanced, energized clarity of the finest quality is to be found in groups of people highly experienced in meditation. Every once in a while we would sense from afar a kind of “qualia explosion”. Sometimes it turned out to be extremely blissful, such as some 5-MeO-DMT experiences. And sometimes they turned out to be extremely painful, like a cluster headache episode. With the qualiascope these were sensed as being a kind of elemental type of qualia. Enormous in their “volume” relative to the experiences humans generally have. Like at another order of magnitude altogether.
The tenth time we met, the being said I was ready to feel non-human qualia. It was rough. From its point of view, the biological qualia of this planet is not really particularly human-flavored. As many humans alive as there are, there are almost ten times as many pigs alive. The being showed me how in the language of their world (using qualia-based symbols), they don’t refer to this planet as “human world”. They talk about it as “cow-chicken-pig world”. The things that I felt associated to some of those “folds of experience” were frightful to an incredible extent. It revived in me the conscience that nonhuman animals suffer enormously. I also became fascinated by all the ways in which nonhuman animals experience pleasure and a sense of meaning.
The twentieth time we met, I was shown what the qualia of non-living matter felt like from the inside. Most of it was “qualia dust”. But metals and their delocalized electrons felt, well, “electric” and somewhat more liquid and unified in a subtle ethereal way. Pointing the qualiascope at the center of the Earth was impressive. Some of the combinations of pressure, temperature, and material composition would create “qualia spaghetti” of a rather nice, glowing valence. The temperature would suggest a much higher degree of intrinsic intensity from the inside, but the patterns of qualia formed were not much more intense than what you would find in small animals. But that all changes as soon as you point the qualiascope at the sun. Oh boy. The things I felt were life-redefining. I thought that once you’ve felt what 5-MeO-DMT is capable of you’d maxed out on the brightness of qualia. But inside the sun, at the core, there are qualia aggregates of a subjective brightness at least a million times more powerful. Once you’ve got an inkling of the existence of that, you start to see the universe as they see it. And that is that the kind of stuff going on in places like the planet Earth is a rounding error in light of the other qualia happenings out there in the cosmos.
The hundredth or so time we met, we used the qualiascope to sense what is going on in supernovae. And then black holes. And the quantum vacuum (turns out the Zero Point Energy folks who say there is an enormous amount of energy in the vacuum of space are more right than they can even imagine). They showed me qualiascope records of past civilizations in other galaxies, and how they had developed qualia technology.
The two hundredth time or so we met, the being finally came out about his real interest. It showed me Hedonium. Matter and energy optimized for maximally bound positive valence. Turns out there are about seven thousand nearly optimal configurations for Hedonium possible with our laws of physics (cf. 230 Space Groups). They are kind of ultra-high dimensional crystalline bundles of “awakened qualia”, equanimity, and bright pleasure all combined. They truly feel like “what it was all meant to be all along”. The Big Bang, the Inflationary Period, Baryonic matter, galaxies, organic molecules, life, sapient beings, and technologized qualia all seemed like the path of redemption since The Fall, namely, our first descent from Hedonium. Or so my archetype-prone human mind liked to interpret my new understanding of the universe.
The being finally came through with its agenda. It turns out it is one of the protectors of the Hedonium created by an advanced civilization in other partially orthogonal folds of the Calabi-Yau manifold. The closest archetype in our human world would perhaps be that of the Buddhist Bodhisattva. Namely, a being close to enlightenment that vows to stay in samsara to liberate all other beings before itself escaping the wheel of suffering entirely. My interdimensional Bodhisattva friend told me that our world is on the path of creating qualia technologies too. That in geologic times we are not far from being able to make Hedonium ourselves. It said we should not feel hopeless. That we have really good chances of exiting our Darwinian predicament. Since a year ago I have’t had any contact with it. I write this for myself as I don’t expect anyone to believe me. But I do pass along the message. Don’t lose hope. Paradises beyond the imaginable are right next door in qualia space. We just need to find them by exploring the state-space of consciousness.
Oh, my Bodhisattva friend also told me to pass along to you all the message of “If you could possibly stop eating Caroline Reapers, that would be great!” because all of that intense spicy qualia is interfering with their radio systems. Thanks!
About 3% of the population is anosmic, meaning that they cannot perceive scents. An additional 10% have some kind of smell or taste disorder. Sadly, scent perception thins out with age due to many causes*; about 23% of people over the age of 40 report some degree of impairment, with nearly 40% of people over the age of 80 reporting either absent or severely reduced capacity to perceive smells.
If you can experience scents in a normal way, count yourself lucky, for you have access to a qualia variety with an incredible aesthetic potential. If not, I’m sorry; let’s hope that stem cell therapy used to restore smell in mice can be generalized to humans. Regardless, hopefully the following thoughts on the artistic potential of scents won’t fall on deaf ears (or should we say, anosmic noses?).
Imagine that all humans were congenitally anosmic. Akin to David Pearce’s allegory of the blind rationalists, let’s picture a world in which the only way to experience scent qualia was through the use of some arcane technology, like weird drugs, occult magic, or carefully aimed transcranial ultrasound stimulation. Since the qualia would not be triggered by a conventional sense, people would not be under the illusion that it maps to external objects. It would be understood as a strictly internal phenomenon, like imagination or sense of humor. With such an interpretive blank slate, how would people make sense of scent qualia?
Keep that thought in your mind. Having a fresh look (or sniff) at scent qualia- devoid of its common associations and cultural imports- can give us a way to think in new ways about the artistic potential of this aspect of experience.
Perfumery as an Art Form
Last year we presented QRI‘s take on art: Harmonic Society is an essay published in a Berlin-based art magazine that exposes 8 models for what art can be about (see parts 2, 3, 4; video presentation). These models can also be used as generators of creative applications of qualia varieties. Here we’ll discuss how perfumes could be seen through the lens of each of these models.
1. Semantic Deflation
The semantic deflation model of art claims that the first step you need to take to understand art is to recognize that it lacks an essence. There are no strict necessary and sufficient conditions that something needs to meet in order to be art. The meaning of the term is ultimately conventional: it has more of a family resemblance pattern of usage than a precise logic-bound set of criteria. Applying this model to perfumery, we would have that:
There is no such thing as a “perfume” in and of itself.
There are no necessary and sufficient conditions for something to be called a perfume.
The resulting aesthetic from this model is one that sees the art of perfumery as the eternal search for trying to push the boundary for what a “perfume can be”.
Some examples of this aesthetic seemingly playing out in the open include perfumes that smell like: popcorn, lobster, linen and Air Aroma‘s new fragrance that recreates “the scent of an Apple product being opened for the first time.”
You see, smells are at times used in a slightly evil way. In the case of commercial perfumes, part of the optimization function includes generating envy in others. Conspicuous consumption and brand worship are some of the ways in which our mating mind has recruited scents. In a sense, I would love to explore ways in which scent-based art can deliver high-valence results without at the same time reinforcing consumerism and zero-sum fashion arms races. In brief:
There is unfortunately an in-built zero-sum mindset to status-focused scent design.
The “game” is easy to rationalize when you are a “winner”, but it is depressive for people who perceive themselves as the “losers”.
One of the core weapons of this game is the creation of envy with perceived exclusivity and inflated sense of quality (e.g massively overpriced fragrances).
“Cool Kids” are people who translate new ideas into massively consumable products.
Cool Kids in perfumery will always want to claim that they have the exclusive “secret sauce” to explain the price.
The existence of such “secret sauce” is often justified based on appeals to tradition, taste, status, experience, brand, and/or science.
Cool Kids make sure that the product is “novel enough” – not too out there that only weird people would love it, but also not too bland and unoriginal that the general public will be bored by it.
Expensive perfumes have to be at least somewhat distinctive – even if that makes them suboptimal. You’ll see that Fragrantica is full of reviews that complain that such and such perfume is in fact “too generic”. The reason is that if you are paying large sums of money for a smell, the only way it will pay off in terms of social signaling is if people can in fact notice what you are wearing.
A particularly noteworthy example of this dynamic might be the case of Aventus Creed. It is by no means a weird fragrance (it’s certainly not a “toast” or “popcorn” perfume), but people who are very into perfumes do agree that when it first came out “it smelled like nothing that had ever existed before.” If you read the Fragrantica reviews you’ll see what I’m talking about. It also happens to be an insanely expensive fragrance for no apparent reason. It’s therefore a great tool for conspicuous consumption, masterfully crafted by a Cool Kid aiming for mass appeal.
Aventus Creed clones
I personally own an “Aventus Creed clone“, meaning that it is a perfume that smells very similar to the original but can cost a fraction of the price. Aventus costs $400 while the one I own is under $20. I like it, but if it is anything like the original, I can’t imagine it being that good to justify the price tag on its qualia merits alone. In terms of phenomenology, as far as I can tell, Aventus innovated by mixing pineapple scent with the scent of birch bark. This does make it characteristic, true, but is it really $400 worth of characteristic? No, I’m pretty sure it isn’t. So this one might be a clear case of a mating mind perfume over-rating in action (P.S. I’m on the lookout for more perfumes with inflated scores that have cheap clones in order to study this phenomenon more closely).
Taken to the extreme, attempts at creating maximally erotic scents draw inspiration from literal human sexual organs. Secretions Magnifiques by Etas Libre d’Orange, for example, recreates the smell of semen with seaweed, milk, iris, coconut, opoponax, and sandalwood. It has a score of 1.88 out of 5 based on 890 votes, perhaps because it smells kind of bad. It sports reviews like:
“Smell of sweat, sewage and semen. Each sniff is an offense and an ordeal, a probation of resistance. Impossible to do a complete test – full wear, I only got 3 sprays on my wrist and 5 min. after doing this review I rubbed my wrist with soap like there was no tomorrow.” – marcel2782, at Fragrantica.com
Scent of semen
“Patented blend of human pheromones including Androstadienone, Androstenol, Androstenone and Androsterone”
Sent of vagina
Scent of sex
Needless to say, playing out the erotic in scent form is a delicate matter that requires a fine balance between numerous forces. For example, the smell of Classic Blue by David Beckham can smell a bit like a male crotch, but it also smells like pineapple, grapefruit, and clary sage. This allows for plausible deniability and erotic versatility. Even if you are attracted to men, as long as you are not sexually aroused you will probably just notice its fruity notes. But if you are in the heat of passion, it will probably smell very sexy. The same with numerous women’s perfumes, such as Eros by Versace and Guilty by Gucci.
A final thought on the aphrodisiac power of fragrances: you may notice that the vast majority of fragrances that are advertised with campaigns with erotic undertones are primarily geared towards a heterosexual audience. With rare exceptions, even perfume ads that are suggestively homoerotic still seem to work around a heterosexual premise.
I suspect that indeed there are statistical-level differences in what turns people on, not only between genders, but between the shades of sexual orientation. After all, some academic theories of sexual orientation do suggest that pheromone-based arousal differences contribute to which gender a person is attracted to. I posit that from a scientific point of view, if the matter were to be studied rigorously, we would indeed find differences at a statistical aggregate level on what fragrances turn people on depending on their gender and sexual orientation. Although this remains a contentious topic, I think that it is a shame that it has not been explored in any rigorous way. Aphrodisiac scents can be life-enriching; gay people might be underserved in the eroticism-of-aroma department. Pragmatically, it would be good for gay people to know which fragrance will load the dice in their favor when going out clubbing. A concrete example is that if indeed gay men do not like the scent of straight men (and instead prefer the scent of other gay men) then it may not be a good idea to wear typical male pheromone perfumes for a night out. Take note: at least according to a Fragrantica forum entry from someone in Indonesia, the main “gay fragrances” there are: Thierry Mugler by A*Men, Le Male by Jean Paul Gaultier, Power by Kenzo, 1 Million by Paco Rabanne, and Magnetism by Escada.
3. Creation of New Social Contexts
The core idea of this model is that art can be understood as a tool to create new social contexts. Beyond the sex appeal of expensive perfumes due to their status implications, perfumes can also be used to invent new interpersonal gestalts. As Kevin Simler argues in Ads Don’t Work That Way, advertisement modifies the landscape of cultural meaning, which in part is responsible for the ways products allow you to communicate information about yourself to others.
For example: Nautica Voyage is, of course, as much selling you the felt-sense of a social context as it is selling you scent qualia. Care to join the crew on a trip across the Atlantic, make our own rules, and live a journey of camaraderie and bonding? Each sniff of Voyage takes you on a trip with imaginary friends. Alas, as an Amazon top-seller it fails to appeal to Hipster sensibilities. What do I mean by “Hipster” here?
Unlike Cool Kids, Hipsters tend to obsess over a highly-specific aspect they deeply care about. Nerds are to Geeks what Hipsters are to Cool Kids. Meaning, much akin to how a Nerd is driven by a burning curiosity about the world while a Geek is usually concerned about the social applications of niche knowledge, Hipster aesthetic exploration is done out of a fundamental desire to know the limits of an art form while Cool Kids are thinking more about how to use art to raise their own status. Thus, while not widely consumable by a mainstream audience, Hipster aesthetics lend themselves to fundamental artistic innovation. In brief:
Hipsters are people who like to explore particular niches, who carve out regions and tiny sectors of the market without compromising their own taste.
They rebel against the commercial and mainstream construction of meaning and instead use their creativity to create parallel social worlds.
Artistic explorations can indeed be used for this “social context” creation.
By finding smells that are characteristic, but rare and hard to place, one can create context-specific memories for events to be later triggered at will.
Questioning the mainstream construction of meaning is at the core of the Hipster aesthetic (cf. Adbusters). Here are some examples of Hipster art to put you in the right mindset (source):
So what would be some hipster fragrances that attempt to sidestep or subvert the mainstream construction of meaning? I highly recommend visiting a niche perfumes boutique to get an idea of the combinatorial explosion of counter-cultural branding that is possible. In places like that, “local” perfumers have pride of place. There is also a premium based on the conceptual loading, narrative prowess, and historicity of each product. The value of the fragrance is in no small part derived from its ability to help you reinvent yourself outside of the confines of mainstream narratives.
More so, the construction of meaning can be turned into a science. You can even do it deliberately without anyone’s assistance. For a special occasion you want to remember in a personal and characteristic way, I advise you to pick two or three essential oils (e.g. violet, peony, and guava) and mix them for the first time that very day. Example: this past New Year’s Eve I wore a combination of pear and violet, which has now become a sensory symbol of the occasion for me.
All of these can be useful tools to help you undo the psychological hacking that big-brand fashion houses and mass media have inflicted upon you. The ability to create new Schelling points and social contexts brings with it the power to transform zero-sum games into positive-sum games. This is quite refreshing, indeed, as we can see in transformational festivals and conscious culture which are at the forefront of these cultural developments.
Alas, if you live long enough in a place like San Francisco or Portland you eventually come to realize that the negative feelings one associates with mainstream status hierarchies are not the result of consumerism per se. They are deeply rooted in our genetic source code, and the only true way out is to subvert the hedonic treadmill. So no amount of anti-consumerism rhetoric is actually likely to make a dent in the world’s vast swamps of suffering. But that’s a story for another time.
4. Attempts at the Sacred
There is no universal consensus on what constitutes a sacred experience. But we should not be quick to dismiss their significance. It only takes reading William Jame’s The Varieties of Religious Experience (or Erowid‘s Experience Vault) to recognize both the incredible diversity and personal significance of sacred revelations. Scents, of course, have a long history of synergistic use in ritual conceptions of the sacred. They can indeed be used:
In rituals such as baptisms, weddings, funerals, etc.
As aids for meditation
As grounding agents for psychedelic experiences
To recall the quality of previously experienced mystical states
Temple de la Littérature, Hanoï, Vietnam
Of course we can also think of things that are associated with sacred experiences as powerful reminders of the divine. For example, I can guarantee you that people who have vaporized N,N-DMT or 5-MeO-DMT and have had profound experiences will certainly remember the scent of these agents and it will remind them- if only for a moment- of the ‘mystical’ headspace the agents disclosed.
5. Exploring the State-Space of Consciousness (aka. RainbowGod – ϡ☀♘🏳️🌈♬♠ヅ)
This aesthetic is based on the premise that there is intrinsic value in knowing qualia. The Rainbow God is a personification of the desire to know first hand the entire state-space of consciousness. In this way, we are not constrained by the social forces that usually shape where we invest our exploratory energy. In brief, this aesthetic values:
Explicitly merging the best models for the state-space of scent qualia and perfumery.
Love of knowledge above and beyond merely seeking a social effect.
Qualia-focused descriptions such as what will be presented in this section.
When you are in the Rainbow God state of mind, you get excited by the idea of having a large collection of all possible scented molecules. The Rainbow God even covets dangerous smells, such as those of powerful toxins like dimethylcadmium. Apparently dimethylcadmium indeed has a uniquely characteristic scent, though the price of knowing it first hand is a serious toll on your health. Perhaps Rainbow God would put all of the dangerous smells in a sealed box to be opened -along with a Brompton Cocktail– when one is enduring the late stages of a terminal illness. Upon the prospect of an imminent death, I too would love to know what dimethylcadmium smells like.
This aesthetic does manifest in mainstream explorations, albeit it is rarely the main concept driving the design decisions. Subtle examples here might include Noble Fig by Ferrari which glorifies the unusual qualia variety disclosed by fig leaves and 23 by Michael Jordan which plays with a cute and unusual watermelon scent. That said, it is interesting to explore the possibility of explicitly developing this aesthetic in perfumery. What would that look like?
If I were to develop a brand of perfume under the Rainbow God mindset, I might call it “The State-Space of Scents” and really play this concept out to its conclusion with both creative satisfaction and scientific precision. It would have three core lines:
Line 1 – State-Space Master Palette: 8 fragrances that span the largest possible region of the state-space of scents such that linear combinations of them give you a huge number of possible scents, and mixing them all in equal proportions gets you “Laurax”, i.e. white noise scent.
Line 2 – Special Effects: 16 of the most ultra-X scents possible (the most ultra-bitter scent possible, the most ultra-vanilla scent possible, the most ultra-powdery scent possible, etc.). Basically this encompasses every category-neutral “special effect”, which would be factorized and exalted into its maximum possible expression.
Line 3 – Entropy Gradient: 8 chemical concoctions that have as wide of a range of phenomenal entropies as possible. Again this plays out with, at the one extreme, featuring super simple scents triggered by one or just a couple of molecules, while at the other extreme, featuring scents that approach the Laurax entropic asymptote.
My appreciation is that this has enormous potential. In its full expression, the Rainbow God aesthetic applied to perfumes encompasses both the state-space of scents and their effects in other experiential modalities. If a scent puts you in a certain mood, that’s important to highlight. What is the range of possible moods? That, too, concerns the Rainbow God (of course the perfume industry alludes to this kind of exploration, with e.g. D&G 21 Le Fou described as “a fragrance designed for careless and spontaneous individuals, so called ‘jesters'”, though again, an explicit exploration would be infinitely better).
As a teaser to future works, I can briefly describe how I have been thinking about the state-space of scents.
While current descriptions of perfumes mention: (1) olfactive family, (2) the categorical contributions, and (3) detectable notes, we would instead have a much more fine-grained and informative description. Namely:
The global entropy (e.g. 40% of the way to white noise scent).
The within-category entropy (e.g. 70% of the way into ‘generic flowery’).
The individual notes that can be detected within each category (e.g. non-generic jasmine note being 30% of the flowery category).
Lines connecting notes that have non-linear interactions (e.g. pear & violet, rose & orange, pomegranate & honeydew make unique blends that have phenomenal properties unlike those of the individual ingredients).
Lines connecting notes that form separate “phases” across categories (e.g. with a mixture of mango, sandalwood, rose, lemon, and cinnamon, you get three phases rather than a global consistent smell – mango + cinnamon, and lemon + sandalwood, with rose staying its own distinct scent).
Lines connecting “valence inversion” effects (some notes simply don’t seem to go together even though they are pleasant individually).
Special effects (e.g. “powdery”, “ethereal”, “acrid”, “creamy”, etc.).
We will go into much more detail about this in a future article specifically about the state-space of scents. And I don’t mean just breaking down a scent in terms of its chemical profile: Octyl butyrate, isoamyl propionate, and aldehyde C9, etc. I’m talking about a radical re-frame for what scents even are and the space in which they live. Stay tuned!
6. Energy Parameter Modulation
Scents have effects on one’s energy level. Lavender has clinically significant relaxing effects while lemon oil can be energizing. But these direct effects are only one of several ways scents can modulate the “energy parameter” of your experience. Namely, as we covered in the original article, in order to modulate energy levels upwards one can either impair energy sinks or enhance energy sources. Since labeling and recognizing sensory inputs (top-down interpretations) play the role of energy sinks, it stands to reason that playing with abstract, complex and unrecognizable scents would have the effect of increasing one’s global energy parameter. This, I think, is true. Based on experience, easily recognizable scents can certainly be engrossing, but complex scents with no real-world referents seem much more effective for energizing one’s mind and altering one’s consciousness (cf. the neuroscience of meditation).
I suspect that rigorous scientific research on the way scent entropy interfaces with energy modulation will be very fruitful and have many applications. In brief:
Relaxing scents can be obtained either with inherently narcotic qualia (e.g. lavender) or via boring, mundane, easily-recognizable sources (e.g. paper).
Exciting scents can be obtained with inherently exciting qualia (e.g. lemon) but also by using the appropriate amount of novelty, abstractness, and complexity to disable energy sinks.
Energy by Qualia Research (EDT)
Finally, it is my impression that scents can interface, not only with raw energy levels, but also their moments. Meaning, some scents are perhaps suited for a high first or second derivative in the energy parameter of experience. It’s as if the feeling of being “accelerated” into a high-energy regime is part and parcel of many scents. Personally, I experience bitter smells such as grapefruit, bergamot, and geranium to be arresting in that they drive one’s attention to a stop. Sweet spicy scents like vanilla and chocolate, on the other hand, seem to modulate energy rather than increase it or decrease it specifically (think “the Prozac of scents”). Alas, the state of this phenomenological research is still too early to give it any credence. I would love to hear the thoughts of others who also feel they can pin-point the first, second, and even third derivatives of the energy parameter modulation effects of scents.
7. Puzzling Valence Effects
This conception of art focuses on the way exotic sensory stimuli can lead to puzzling feelings of wellbeing. I say puzzling because they defy common-sense. It certainly makes sense that watching porn or eating food rich in salt, fat, and sugar would feel good. That’s perfectly accounted for by working within an evolutionary framework. But why would Picasso, Bach, and Socrates make some people feel good? Or in a more extreme set of examples: Dadaism, Merzbow, and Nietzsche? Puzzling valence effects refers to these phenomenal oddities; the fact that stimuli never encountered in our evolutionary past can nonetheless lead to deeply rewarding sensations. The neuroscientific frameworks used to explain these curious effects were discussed in depth in the original article so I won’t repeat them here. But I will briefly cover some of the ways scents can indeed have both expectedly and unexpectedly pleasant actions. Namely, scents can feel good for any of the following reasons:
Associations: Scents can be pleasant by reminding you of contexts, times, experiences, and people you have previously enjoyed.
Food: Scents that evoke high-calorie foods such as sweet, fried, salted, etc. come with an intrinsic positive valence for most people (and nonhuman animals!).
Safety: The smell of diseased bodies are repugnant while the scent of fresh cotton and a cozy fireplace can bring a pleasant sense of safety.
Eroticism: Scents that spark sexual feelings (already covered this in model 2) are certainly a highlight for the hedonic effects of the sense of smell.
Relative status: Scents that feel expensive, rare, or can be used to demonstrate one’s fitness would naturally feel good (already covered in 2 & 3).
Self-actualization: The very concept of a “signature scent” points at this category of pleasant sensations.
In principle one could use scents that modulate the brain’s energy parameter (see model 6) to heat it above its neural recrystallization temperature.
This might lead to the same kinds of effects one sees on meditation, on psychedelics, and with art. Namely, a three-step process of:
If properly understood, scents that modulate the energy parameter of the brain could be used synergistically with other inputs such as sound, light, and vibration to drive neural annealing for therapeutic benefits (this is an active area of research at QRI).
To say a few words about the scents that make you feel safe: fragrances designed to make you feel unsafe are unlikely to ever be top sellers. It might not be financially sound to launch a perfume (let’s call it “Trench Warfare”) recreating the smell of WWI trenches: “gunpowder, wet rocks, and decaying flesh notes” with flanker fragrances like “Mustard Attack” centered around notes of burned almond and blisters, and “Shell Shock” which emphasizes ashy notes sprinkled with oxidizing iron and overcooked steak. Indeed, safety markers might always be subtly present in fragrances of mass appeal. Rose Of No Man’s Land, a perfume actually inspired by the courage of the nurses who attended to the wounded in no man’s land during WWI, may seem like a counter-example. But it really proves the rule. The scent itself is very pleasant and reassuring, and conceptually it also evokes a relative sense of safety, namely, the feeling of being rescued. In other words, while the context it imports feels unsafe, it is specifically pointing at a part of the situation that emphasizes safety. The setting is used as contrast, it is the ground for the sense of safety which remains the figure (in the figure/ground sense of these terms).
I think that framed in the right way, scent qualia can give us a powerful glimpse of the possible fruits of consciousness research. Indeed, as part of a “QRI starter kit”, interns and visiting scholars get (among other things) a small collection of carefully chosen lesser-known essential oils to symbolize the “gems that are yet to be discovered by investigating consciousness in a systematic way”. (I’m actively looking for a suitable substitute for anosmic people, who almost certainly will be encountered at some point.)
Endless Euphoria – Calvin Klein
Interestingly, the perfume industry could very well be appealing to the agreeable hedonic sensibilities that people are otherwise too prudish to express. The hidden nature of perfumes- their plausible deniability, their elusive character, and their subjective quality- allows people to engage in hedonic fantasy to a greater extent than they would generally openly admit to doing.
Case in point: judging from their marketing materials, it seems that Calvin Klein has already found the key to unending happiness in a bottle. Save yourself the trouble of working towards the Hedonistic Imperative, for endless euphoria has arrived. I should add that their marketing campaign of #EuphoriaForMoms struck a chord with me: “moms, too, deserve euphoria” say both the Hedonistic Imperative and Calvin Klein in unison. According to online reviewers, the ingredients of endless euphoria are:
Take note – these are the ingredients of endless euphoria!
If only I had known! It must be the violet.
This is not, of course, an isolated incident. Indeed, the names of tons of perfumes are often remarkably evocative of the Hedonistic Imperative:
That said, I think that systematizing the study of the hedonic response to scents has yet to be done. I’ll be talking a lot more about this in future articles. For the time being I’ll just tease you with the observation that based on personal experiments there seem to be cross-modal resonance effects between scent and auditory stimuli. The fact that loud broad-spectrum sounds, like the noise of an airplane cabin, modify the sense of taste is known in the literature. Based on my experience, music and special sounds can also subtly modify, and in some cases enhance, the quality of certain scents. Stay tuned.
8. Harmonic Society
Finally, we come to the the grand vision of model 8: Harmonic Society. This aesthetic model posits that it is both possible and desirable to synthesize science, philosophy, and art. The end result does not have to be- as many might expect- the disenchantment of aesthetics. Even with the simplistic take that “bliss is just chemicals in the brain” (which isn’t quite true anyway), we must remember that reduction cuts both ways. Perhaps you can instead see it as “chemicals in the brain are bliss qualia”! The feelings of divinity and profound interconnectedness one can experience on LSD, for instance, do not diminish in significance merely because they can be reduced to neurological phenomena; rather, this exalts what neurological phenomena is in the first place!
A profound understanding of qualia-space can enable us to create a prosocial world of experience in which the transition between every state of consciousness to every other is harmonious and beneficial.
Applied to the art of scent qualia, the principles of Harmonic Society would point us in the direction of deeply investigating the state-space of scents in order to find clusters of fragrances (or scent qualia, more specifically) that have smooth transitions between them.
[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).
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).
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.
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.