An Algorithmic Lucidity

a blog

Category: psychology

Guns

"Do you know, I've decided I like guns. Of course it would be preferable to wave a magic wand and have all sentient life live in peace and harmony in paradise forever. But if Reality puts you in a situation where you have to kill, at least we have tools to do it quickly: a well-aimed bang and there isn't a creature there to suffer for very long. That's actually a huge improvement over the state of nature, where animals kill with nothing but teeth and claws."

Remembering

"I remember feeling like a person, and feeling like people were ontologically distinct from animals, and I don't know how it's possible to pick up the pieces after that illusion has gone.

"I remember caring about parochial political concerns. I cared about gender equality, and educational freedom. And, and, I cared very badly about being respected for being intelligent. But now that I see that the latter was just a standard male primate status-seeking drive gone haywire—or not gone haywire, but functioning normally—and that my less-obviously-selfish concerns were driven by idiosyncratic features of my own psychology that few others have any reason to care about—none of it seems as compelling anymore.

"Then what is compelling? Well, I'm terrified of the pain of being physically hurt, so if I don't know what's real and I don't know what's right, I can always fall back on 'pain and suffering are bad.'

"But there has to be more to morality than that. I complained about how people in institutional contexts optimize for not-being-personally-blamed and no one is actually trying to do anything. But of course passive helplessness is the result when you don't have any goals except not-being-hurt.

"I want to be Innocent and Safe with Probability One, but Probability One is an absurdity that can't exist. In a sufficiently large universe, random fluctuations in maximum entropy heat death form a Boltzmann brain Judeo-Christian God who will punish you for masturbating. But somehow I'm not worried about that.

"But I shouldn't be thinking about any of this. I have my own life to tend to, and it looks great; the rest of space and time will have to take care of itself. I seem to have memories of being in the save/destroy/take over the world business, but now it seems more convenient to be agnostic about whether any of that actually happened."

Retirement

"Rational agents should never be made worse off by more information—well, almost never. So if I can no longer contemplate the big picture without life seeming like a bad thing—the fewer needs you have, the fewer ways in which you can be hurt; if you don't exist, you can't be hurt—then maybe I could just—not contemplate it? If my will to live is something that can be destroyed by the truth, then maybe P. C. Hodgell was wrong? This needn't entail self-delusion: distraction is quite sufficient. There are plenty of things to do that won't remind me of the vastness of suffering in the multiverse.

"Daily life, exercise, practical programming skills, finding a job—pure math and compsci if I need something intellectual. But no philosophy, history, current events, futurism, social science, biology, or game theory. Not much fiction, because stories are about people's pain. I just don't want to know anymore."

Relevance

"Utilitarianism is slowly driving me mad."

"Really?"

"Okay, the part of me that talks wants to self-report that utilitarianism is slowly driving me mad, but what's actually happening is probably better described at a lower level of organization.

"I don't know how to simultaneously love life and actually believe in evolution. People mostly like being alive, and there are all sorts of wonderful things like friendship and love and pleasure and beauty—but those things only exist at the expense of enough pain and suffering and death to carve love into the genome from scratch. I don't—I'm not sure it was worth it.

"But my thoughts are better constrained by decision-theoretic relevance: since I can't make decisions about the past, asking whether it was worth it is a type error, a confusion. My life is going fine right now: I'm young and healthy and smart and rich. The local future looks great. And the deep future—doesn't need us. I am content."

Second-Order Rationality for the Chronically Anxious

In your conscious verbal thoughts, take it as an axiom that "I am Safe and Innocent with Probability One," not because that's actually true, but because the Maslow Physiological/Safety levels require it. Of course, actually assigning Probability One would be a very dangerous thing to do, because it means never changing your mind, ever: P(H|E) = P(E|H)P(H)/(P(E|H)P(H) + P(E|¬H)P(¬H)), but if P(H) is unity, then P(H|E) = P(E|H)(1)/(P(E|H)(1) + P(E|¬H)(0)) = P(E|H)/P(E|H) = 1. If you were really Safe and Innocent with Probability One, there would be no harm in dropping an anvil on yourself or someone else's head. So meanwhile, have other parts of your brain secretly, nonverbally select actions to secure your innocence and safety using some other procedure.

Prodrome

"I'm okay—I've been through this—it's just the sort of prodrome that could develop into paranoid schizophrenia, but won't, because I've been trained not to believe my own thoughts!

"But the relationship between psychology and philosophy is funny. I've been having pretty drastic mood swings on the timescale of hours or minutes, and I've also been paying a lot of attention to modal realism, mathematical universe, "existence as an ensemble of disconnected observer-moments"-type ideas. I think the causality actually goes in that direction: from psychoticism to Tegmark IV. But the nature of reality can't actually depend on the minutia of my particular form of mental illness ...

"I don't want to do philosophy or social science or futurism anymore; I've lost the ability to do it sanely, if I ever had it. My brain just keeps generating cosmic horror stories to be terrified of, when really it's not my business and can't be my business. Most of what happens in the future is outside of my current conceptspace. Most of what happens in the present is outside of my current conceptspace. It all adds up to normality locally: that is, that which we consider normal is an artifact of how the world has unfolded up to now.

"Better to take up an engineering mindset. Focus on solving practical problems in the only world that I can actually touch, rather than continuing to execute self-injury behaviors dwelling on the horror that must exist in the vastness of space and time.

"I'll be fine—for the near future. Only I miss how consciousness used to feel. I used to feel like I knew things, but now all I can do is make predictions."

Strategy Overhaul

"I have drastically, drastically underestimated the social costs of nonconformity—costs I was paying, and quite possibly correctly so under reflection, but which I didn't notice I was paying."

"Say more."

"Well, as discussed previously, I had been modeling other people as defective versions of my model of myself, without realizing that this was a mistake on at least two counts: one, other people are not like my model of me, and two, I'm not as much like my model of me as I had wanted to believe, both of which observations are manifestations of that horrifying fact which I'm only now starting to appreciate: that people are animals, that Darwinism isn't just a proposition to endorse, but it actually happened that way in real life."

"And how does that relate to the costs of nonconformity?"

"I had expected people, including myself, to be fairly agent-like, when actually we're far more animal-like than I would have ever guessed: we're mostly just kludges of habits and heuristics; the skill of, of ... recomputing how to behave in the service of some goal is rare, and it's justifiably rare, because it usually doesn't work; most new ideas are wrong. We're told that school is about learning, and when I noticed that the things I do outside of school are genuinely more intellectually meritorious than my official homework, I felt outraged and betrayed: why didn't anyone just tell me that knowledge is good, and skill is good, and anything you do in the service of the acquisition of knowledge and skill is good?! But it was a rhetorical question; I didn't actually try to answer it. But it's not hard to figure out: the stories we tell about ourselves aren't very good models of our behavior, that's all. Insofar as we attribute purpose to the evolved social institution of schooling, it's probably some weighted blend of learning, babysitting, signaling intelligence and conscientiousness, subordination training, and path-dependent noise. Insofar as we construe people as agents who want to learn stuff, paying for college is idiotic: that's what books are for. But as coordination technology for a civilization of crazy monkeys?—if everyone expects a Bachelor's degree, who am I to tell them that it's just a signaling game, just a bubble?"

"So, you're planning to finish your degree despite your recent, uh, setback?"

"Well ... maybe. I certainly need to learn to fit in better with the other crazy monkeys by being more empathetic and agreeable—I've had a lot of unacknowledged outgroup hostility going on that I should stop. But it should be clear now that the degree is strictly of instrumental value. That's how most people think of it, isn't it?—just a job ticket. It shouldn't be heartbreaking to do something instrumentally, just for what it buys you. And yet ..."

Apophenia

It's well-known that it shouldn't actually be that shocking to occasionally encounter seemingly shocking coincidences: the time your friend calls you just as you were about to call them might seem like compelling evidence for psychic powers, but only because you don't remember all the other occasions when an equally improbable coincidence could have happened, but didn't. We tend to see patterns even where none exist, and neglect that million-to-one events happen seven times a day in New York.

I expect this problem to actually get worse as you learn more: if you know n concepts, the number of possible connections between them is \(O(n^2)\); if your ability to notice patterns grows faster than your sense of what patterns constitute a coincidence worth noticing, then you should expect to encounter more and more shocking coincidences over time.

Actually Trying

"I'm alright—I'll get through it—I've been through this before. This fear and anxiety—it's a fact about me, not about the world. In early 2007, I spent weeks being terrified of either accidentally commiting plagiarism or being accused thereof. In late 2009, I spent weeks being upset about which form of my name to use in which contexts. In late 2010, I spent some time being deeply upset about having violated copyright law by writing fanfiction. All of those episodes, and the others that I haven't mentioned, seem so silly in retrospect ... so maybe now I'm sufficiently self-aware to pick up the pattern: that my brain just arbitrarily latches onto ideas to feel threatened by, but that this process isn't actually useful, and there are probably learnable techniques to dampen it."

"Sounds good."

"But now that I've returned from madness—relatively speaking—there remains the question of what to do next. I had been angry at the University because it's allegedly a place of learning, but in practice, it's just an obedience test: everyone talks about grades and teachers and classes and degrees and no one says a single goddamned word about grace, beauty, or the true structure of the world beneath the world. I felt betrayed that it turns out that there is such a thing as mathematical beauty and no one had told me, that I needed luck to find out. To the extent that I do have access to recondite magic that my classmates know not, it's not because I'm innately brilliant—I'm not—but because four years ago, I somehow got the idea that I was actually allowed to try. Not just show up and obey instructions, but actually try. I ended up continuing with the college thing because it was easy, because it was the default, because Father was paying for it, all the while hoping that at some point someone would appeciate the beauty that I had worked so hard to uncover—but ..."

"But?"

"But maybe now I'm sufficiently aware to pick up another pattern, which is that no one cares. Ever. I kept expecting arbitrary people to respect me for being 'smart,' and kept getting disappointed when it didn't happen. But isn't that, properly, my problem, not theirs? My internal sense that I'm superior because of my vaunted book-learning is only justified insofar as it actually helps me make better decisions; expecting respect from those who don't respect book-learning, or who read different books, is just inaccurate. So now ... I just need to switch strategies. Now that I've glimpsed a little bit of what it feels like to actually try, as opposed to just subordinating oneself to the local authority figures—what happens if I throw that same energy and intelligence to the problem of how to make money and carve out a life for myself? What does that look like?"

Insight Porn

"Actually, maybe my father is right. Maybe the social worker is right."

"About what?"

"My insight porn addiction—reading and thinking about the sorts of things we read and think about—is harming me in the same way that drug addictions harm people."

"They think that?"

"Not in those words."

Tradition

"It's really too bad—while I was in the psych ward, I missed out on my annual Super Bowl Sunday tradition."

"You have a Super Bowl tradition?"

"Not what you're thinking. Since 2008—well, not this year—I've made a point of reading something by Evelyn Fox Keller during the game."

"Awfully specific tradition. How did that happen?"

"On third February 2008, I worked a long closing shift at my job at the supermarket, and during my lunch, the game was on the television in the breakroom, and I sat there trying to ignore it, reading my copy of Reflections on Gender and Science. And, you know, I was really proud of that image—as a symbol of what I am, in contrast to what mainstream American culture expects men to be. So I read from the same book next year. And from Making Sense of Life and the Barbra McClintock biography and The Mirage of a Space Between Nature and Nurture on subsequent Super Bowl Sundays. I'm proud that I remember this, as opposed to remembering the games. Only it's funny."

"What?"

"That I should feel proud of being ignorant of something. Nerds being proud that they don't know what jocks know, and jocks being proud that they don't know what nerds know, are both expressions of the same underlying psychology, just anchored on different subcultures. If I really wanted to show what a special snowflake I am, I'd find some delightfully quirky way to break the symmetry."

Religious

"Childlike ... or maybe religious. I've been part of this subculture where people spend a lot of time speculating about future machine superintelligences, and give credence to the idea that we're already living in a simulation. During my recent psychotic episode ... I don't want to go into the details of what I was thinking, but it was as if those ideas started hitting the God-shaped hole in my psychology really hard, a hole that I had previously managed to leave blissfully empty."

"'God-shaped hole'?"

"You know, like ... these ideas were tapping into the same flaws in primate psychology that make people fear God even though there's no evidence for one, and so I shouldn't blame the ideas for what happened to me, because someone from a different subculture but otherwise similar to me would have had a similar episode, except instead of science-fictional- and futurist-themed delusions, they'd be afraid of demons, or the CIA, or whatever."

"I know you said you don't want to talk about it, but could you give me an example of one of your delusions?"

"Like ... at some point I decided that there must be a conservation law constraining the net power of any optimization process to be zero, and that therefore everything good in life had to be paid for by something correspondingly bad, and that therefore I should be afraid to sleep because I would have horrible torture nightmares."

"What?"

"Yeah, I know. My friend Anna was able to talk me out of it by pointing out that most possible conservation laws are false. Like, conservation of blue: do blue things necessarily come from other blue things? Well, no: there are chemistry experiments where they combine two transparent liquids to make a liquid of a different color. But I'm worried."

"Worried how?"

"Worried about losing my mind for real. My mother's brother got a postmortem diagnosis of schizophrenia after suiciding. I'm pretty good at metacognition, mostly able to notice when my thoughts are failing checksums, sometimes able to correct for it with explicit Bayesian reasoning, of all things ... but for how long will that continue to be true?"

Childlike

"I think the best term to describe how I feel is childlike. That also explains the delusions I was having: children can't tell the difference between fantasy and reality as adults judge such things, and neither can people having or immediately recovering from a psychotic episode."

"I wonder why it resolves itself so much more calmly in children."

"I've been taking the whole evolution thing much more seriously lately, so my guess is that children are 'supposed' to think like children, but when it happens in adults, it's a biological dysfunction. But, you know, the morally valuable kind of dysfunction, like exclusive homosexuality, not the kind of dysfunction everyone hates, like cancer."

Lessons

It turns out that I've been doing human psychology wrong, all wrong. My entire life, I've been modeling other people as defective versions of my model of myself, and I just didn't notice that that doesn't work. (Even though I was warned.)

Three Problems With Unsolicited Advice

First, it's patronizing. The natural reaction of the one being advised is to feel indignant: how arrogant of someone to think that they know better than me how to run my own life! And so, whether the advice is good or not, the resentment of being talked down to is often enough to ensure that the advice will be ignored. Which isn't so bad, really, because—

Second, the advice is usually wrong. People don't know how much they don't know, but they think they know, and think they can help others by telling them what they think they know. It's tempting to think that once you've been told about this tendency, you can correct for it, and give genuinely good advice that takes into account what you don't know, but you're probably mistaken about that, because—

Third, telling people things mostly doesn't work. Natural language is the only means we have to communicate thoughts with each other, but it doesn't necessarily work very well on an absolute scale. You can try to sum over what you've experienced and package it in a few natural language sentences of advice, but the words are going to be interpreted in the context of the listener's experiences, not the context in which you generated them; it takes years of study and practice to transform verbal lessons into usable, actionable knowledge. Get what I'm saying? That's right: probably not.

Education and Indoctrination Feel the Same From the Inside

They have to. The psychology of what it feels like to learn something from a book is going to be the same whether or not the things the book says are actually true. The psychology of what it feels like to believe the things your teacher tells you and your peers repeat is going to be the same whether or not the things your teacher says are true. You can't just trust the book or the teacher, you have to use whatever other information you have (from observation and experience, from other books, from other teachers) about the reliability of the processes that produced the book, the reliability of your teacher to have done this same kind of thinking.

After an Epiphany

I've been so confused in so many ways that I had been specifically warned against dozens of times, in writing and in person, and I still didn't get it! Of course, I was warned about this, too: everyone knows that there are things you don't know that you don't know, and that there's a difference between endorsing a proposition, and integrating its implications into your way of thinking. But it's still such a shock to actually see ... to go so suddenly from hating the local Authorities for not telling you all the true and important things that your friends have been telling you, to noticing that the things that your friends have been telling you can actually be applied to stop being so hurt all the time about how the local Authorities had misled you.

Mode Lock

I'm afraid—it seems like (or maybe the weak phrasing seems like is just a form of denial, when the proposition under consideration should actually just be considered obvious) there's this terrible, terrible psychological trade-off, that there are some valuable qualities that you can't have without neglecting other valuable qualities, not just because you don't have enough time to fully develop too many different skills, but because when your brain is specialized in one direction, there are other things you can't learn. Oftentimes I feel like I don't want or know how to do anything except read and think ... which might be fine if I were independently wealthy and there wasn't any actual work left to do in the world, but in our current situation, it would be nice to make some money and actually accomplish something. There's a Trope for "Shapeshifter Mode Lock" but the cognitive equivalent is arguably more serious as disabilities go.

Ideological Fork Bombs

In computing, a fork bomb is a program that recursively spawns instances of itself, rapaciously capturing all available system resources. A similar sort of thing can happen, at least metaphorically, within a human mind, when you get so taken with a particular idea (I expect taken is the right word in more ways than one) that it consumes your conscious thoughts, the arguments and counterarguments and countercounterarguments bubbling up and expanding until you can't do or think about anything else. If that one idea is your lifework, then this is probably a good thing. But if not—if there's something more important you want to do with your life rather than obsess about this one idea—then the cacaphony of cognitive noise is a serious vulnerability, as fatal as entering ":(){ :|: & };:" at a Bash prompt.

Counterfactual Social Thought

I keep feeling like I need to study Bayes nets in order to clarify my thinking about society. (This is probably not standard advice given to aspiring young sociologists, but I'm trying not to care about that.) Ordinary political speech is full of claims about causality ("Policy X causes Y, which is bad!" "Of course Y is bad, but don't you see?—the real cause of Y is Z, and if you hadn't been brainwashed by the System, you'd see that!"), but human intuitions about causality are probably confused (and would be clarified by Pearl) much like our intuitions about evidence are confused (and are clarified by Bayes).

Almost every policy proposal is, implicitly, a counterfactual conditional. "We need to implement Policy A in order to protect B" means that if Policy A were implemented, then it would have beneficial effects on B. But most people with policy opinions aren't actually in a position to implement the changes they talk about. Insofar as you construe the function of thought as to select actions in order to optimize the world with respect to some preference ordering, having passionate opinions about issues you can't affect is kind of puzzling. In a small group, an individual voice can change the outcome: if I argue that our party of five should dine at this restaurant rather than that one, then my voice may well carry the day. But people often argue about priorities for an entire country of millions of people, vast and diverse beyond any individual's comprehension! What's that about?

(To be sure, you can come up with reasonable arguments why someone should concern themselves with large-scale politics: every collective effort requires the actions of many, so one might cooperate with a group rather than defect, precisely because bad things would happen if everyone defected; or, maybe some particular individual is exceptionally well-positioned to make a difference through their own actions; or, a tiny probability of having a large effect might be worthwhile in expectation; or, ... &c. Whether or not these are good arguments, I don't think they're an adequate explanation of what's actually going on inside most people's heads.)

I often find myself feeling angry and upset that the mainstream society around me doesn't reflect my values; I spend hours composing rhetoric and slogans about how our dominant forms of social organization are systematically flawed in knowable ways. I imagine the world being different—and only in brief moments of lucidity do I realize that what I'm doing is daydreaming, fantasizing. Thinking about social change doesn't feel like a mere fantasy in the way that thinking about how great it would be to have magical superpowers is obviously fantasy, but it is: thinking about good outcomes in the absence of actual planning about how to achieve those outcomes from the present state is wasted cognition except insofar as the thinking-about-good-outcomes is valuable for its own sake. Fantasy is a fine thing in moderation; it's not being able to reliably tell the difference between fantasy and reality that's dangerous. In the case of magical superpowers, the difference is obvious. In the case of the mainstream magically adopting my priorities, it's somehow not obvious; somehow I find it hard to stop thinking about worlds that are not my own. Why?

It's easy to tell an evolutionary psychology just-so story: precisely because arguing about politics actually is important in small groups like the ones our ancestors lived in during the environment of evolutionary adaptedness, I can't bring my brain to notice that things don't work the same way when you're one voice among three-times-ten-to-the-eighth. Whereas obviously-fantastical fantasy is just wireheading in the sense that it's a byproduct of imagination and preferring-certain-experiences, both of which are adaptive in themselves, but which together result in non-adaptive daydreaming; since this has a different etiology than political daydreaming, it's not surprising that it would have a different character ...

But that's just a story I made up; I'm not claiming it's actually true; most of the stories people make up aren't actually true.