Extreme Rationality: It's Not That Great

Related to: Individual Rationality is a Matter of Life and Death, The Benefits of Rationality, Rationality is Systematized Winning
But I finally snapped after reading: Mandatory Secret Identities

Okay, the title was for shock value. Rationality is pretty great. Just not quite as great as everyone here seems to think it is.

For this post, I will be using "extreme rationality" or "x-rationality" in the sense of "techniques and theories from Overcoming Bias, Less Wrong, or similar deliberate formal rationality study programs, above and beyond the standard level of rationality possessed by an intelligent science-literate person without formal rationalist training." It seems pretty uncontroversial that there are massive benefits from going from a completely irrational moron to the average intelligent person's level. I'm coining this new term so there's no temptation to confuse x-rationality with normal, lower-level rationality.

And for this post, I use "benefits" or "practical benefits" to mean anything not relating to philosophy, truth, winning debates, or a sense of personal satisfaction from understanding things better. Money, status, popularity, and scientific discovery all count.

So, what are these "benefits" of "x-rationality"?

A while back, Vladimir Nesov asked exactly that, and made a thread for people to list all of the positive effects x-rationality had on their lives. Only a handful responded, and most responses weren't very practical. Anna Salamon, one of the few people to give a really impressive list of benefits, wrote:

I'm surprised there are so few apparent gains listed. Are most people who benefited just being silent? We should expect a certain number of headache-cures, etc., just by placebo effects or coincidences of timing.

There have since been a few more people claiming practical benefits from x-rationality, but we should generally expect more people to claim benefits than to actually experience them. Anna mentions the placebo effect, and to that I would add cognitive dissonance - people spent all this time learning x-rationality, so it MUST have helped them! - and the same sort of confirmation bias that makes Christians swear that their prayers really work.

I find my personal experience in accord with the evidence from Vladimir's thread. I've gotten countless clarity-of-mind benefits from Overcoming Bias' x-rationality, but practical benefits? Aside from some peripheral disciplines1, I can't think of any.

Looking over history, I do not find any tendency for successful people to have made a formal study of x-rationality. This isn't entirely fair, because the discipline has expanded vastly over the past fifty years, but the basics - syllogisms, fallacies, and the like - have been around much longer. The few groups who made a concerted effort to study x-rationality didn't shoot off an unusual number of geniuses - the Korzybskians are a good example. In fact as far as I know the only follower of Korzybski to turn his ideas into a vast personal empire of fame and fortune was (ironically!) L. Ron Hubbard, who took the basic concept of techniques to purge confusions from the mind, replaced the substance with a bunch of attractive flim-flam, and founded Scientology. And like Hubbard's superstar followers, many of this century's most successful people have been notably irrational.

There seems to me to be approximately zero empirical evidence that x-rationality has a large effect on your practical success, and some anecdotal empirical evidence against it. The evidence in favor of the proposition right now seems to be its sheer obviousness. Rationality is the study of knowing the truth and making good decisions. How the heck could knowing more than everyone else and making better decisions than them not make you more successful?!?

This is a difficult question, but I think it has an answer. A complex, multifactorial answer, but an answer.

One factor we have to once again come back to is akrasia2. I find akrasia in myself and others to be the most important limiting factor to our success. Think of that phrase "limiting factor" formally, the way you'd think of the limiting reagent in chemistry. When there's a limiting reagent, it doesn't matter how much more of the other reagents you add, the reaction's not going to make any more product. Rational decisions are practically useless without the willpower to carry them out. If our limiting reagent is willpower and not rationality, throwing truckloads of rationality into our brains isn't going to increase success very much.

This is a very large part of the story, but not the whole story. If I was rational enough to pick only stocks that would go up, I'd become successful regardless of how little willpower I had, as long as it was enough to pick up the phone and call my broker.

So the second factor is that most people are rational enough for their own purposes. Oh, they go on wild flights of fancy when discussing politics or religion or philosophy, but when it comes to business they suddenly become cold and calculating. This relates to Robin Hanson on Near and Far modes of thinking. Near Mode thinking is actually pretty good at a lot of things, and Near Mode thinking is the thinking whose accuracy gives us practical benefits.

And - when I was young, I used to watch The Journey of Allen Strange on Nickleodeon. It was a children's show about this alien who came to Earth and lived with these kids. I remember one scene where Allen the Alien was watching the kids play pool. "That's amazing," Allen told them. "I could never calculate differential equations in my head that quickly." The kids had to convince him that "it's in the arm, not the head" - that even though the movement of the balls is governed by differential equations, humans don't actually calculate the equations each time they play. They just move their arm in a way that feels right. If Allen had been smarter, he could have explained that the kids were doing some very impressive mathematics on a subconscious level that produced their arm's perception of "feeling right". But the kids' point still stands; even though in theory explicit mathematics will produce better results than eyeballing it, in practice you can't become a good pool player just by studying calculus.

A lot of human rationality follows the same pattern. Isaac Newton is frequently named as a guy who knew no formal theories of science or rationality, who was hopelessly irrational in his philosophical beliefs and his personal life, but who is still widely and justifiably considered the greatest scientist who ever lived. Would Newton have gone even further if he'd known Bayes theory? Probably it would've been like telling the world pool champion to try using more calculus in his shots: not a pretty sight.

Yes, yes, beisutsukai should be able to develop quantum gravity in a month and so on. But until someone on Less Wrong actually goes and does it, that story sounds a lot like when Alfred Korzybski claimed that World War Two could have been prevented if everyone had just used more General Semantics.

And then there's just plain noise. Your success in the world depends on things ranging from your hairstyle to your height to your social skills to your IQ score to cognitive constructs psychologists don't even have names for yet. X-Rationality can help you succeed. But so can excellent fashion sense. It's not clear in real-world terms that x-rationality has more of an effect than fashion. And don't dismiss that with "A good x-rationalist will know if fashion is important, and study fashion." A good normal rationalist could do that too; it's not a specific advantage of x-rationalism, just of having a general rational outlook. And having a general rational outlook, as I mentioned before, is limited in its effectiveness by poor application and akrasia.

I no longer believe mastering all these Overcoming Bias and Less Wrong techniques will turn me into Anasûrimbor Kellhus or John Galt. I no longer even believe mastering all these Overcoming Bias techniques will turn me into Eliezer Yudkowsky (who, as his writings from 2001 indicate, had developed his characteristic level of awesomeness before he became interested in x-rationality at all)3. I think it may help me succeed in life a little, but I think the correlation between x-rationality and success is probably closer to 0.1 than to 1. Maybe 0.2 in some businesses like finance, but people in finance tend to know this and use specially developed x-rationalist techniques on the job already without making it a lifestyle commitment. I think it was primarily a Happy Death Spiral around how wonderfully super-awesome x-rationality was that made me once think otherwise.

And this is why I am not so impressed by Eliezer's claim that an x-rationality instructor should be successful in their non-rationality life. Yes, there probably are some x-rationalists who will also be successful people. But again, correlation 0.1. Stop saying only practically successful people could be good x-rationality teachers! Stop saying we need to start having huge real-life victories or our art is useless! Stop calling x-rationality the Art of Winning! Stop saying I must be engaged in some sort of weird signalling effort for saying I'm here because I like mental clarity instead of because I want to be the next Bill Gates! It trivializes the very virtues that brought most of us to Overcoming Bias, and replaces them with what sounds a lot like a pitch for some weird self-help cult...

...

...

...but you will disagree with me. And we are both aspiring rationalists, and therefore we resolve disagreements by experiments. I propose one.

For the next time period - a week, a month, whatever - take special note of every decision you make. By "decision", I don't mean the decision to get up in the morning, I mean the sort that's made on a conscious level and requires at least a few seconds' serious thought. Make a tick mark, literal or mental, so you can count how many of these there are.

Then note whether you make that decision rationally. If yes, also record whether you made that decision x-rationally. I don't just mean you spent a brief second thinking about whether any biases might have affected your choice. I mean one where you think there's a serious (let's arbitrarily say 33%) chance that using x-rationality instead of normal rationality actually changed the result of your decision.

Finally, note whether, once you came to the rational conclusion, you actually followed it. This is not a trivial matter. For example, before writing this blog post I wondered briefly whether I should use the time studying instead, used normal (but not x-) rationality to determine that yes, I should, and then proceeded to write this anyway. And if you get that far, note whether your x-rational decisions tend to turn out particularly well.

This experiment seems easy to rig4; merely doing it should increase your level of conscious rational decisions quite a bit. And yet I have been trying it for the past few days, and the results have not been pretty. Not pretty at all. Not only do I make fewer conscious decisions than I thought, but the ones I do make I rarely apply even the slightest modicum of rationality to, and the ones I apply rationality to it's practically never x-rationality, and when I do apply everything I've got I don't seem to follow those decisions too consistently.

I'm not so great a rationalist anyway, and I may be especially bad at this. So I'm interested in hearing how different your results are. Just don't rig it. If you find yourself using x-rationality twenty times more often than you were when you weren't performing the experiment, you're rigging it, consciously or otherwise5.

Eliezer writes:

The novice goes astray and says, "The Art failed me."
The master goes astray and says, "I failed my Art."

Yet one way to fail your Art is to expect more of it than it can deliver. No matter how good a swimmer you are, you will not be able to cross the Pacific. This is not to say crossing the Pacific is impossible. It just means it will require a different sort of thinking than the one you've been using thus far. Perhaps there are developments of the Art of Rationality or its associated Arts that can turn us into a Kellhus or a Galt, but they will not be reached by trying to overcome biases really really hard.

Footnotes:

1: Specifically, reading Overcoming Bias convinced me to study evolutionary psychology in some depth, which has been useful in social situations. As far as I know. I'd probably be biased into thinking it had been even if it hadn't, because I like evo psych and it's very hard to measure.

2: Eliezer considers fighting akrasia to be part of the art of rationality; he compares it to "kicking" to our "punching". I'm not sure why he considers them to be the same Art rather than two related Arts.

3: This is actually an important point. I think there are probably quite a few smart, successful people who develop an interest in x-rationality, but I can't think of any people who started out merely above-average, developed an interest in x-rationality, and then became smart and successful because of that x-rationality.

4: This is a terribly controlled experiment, and the only way its data can be meaningfully interpreted at all is through what one of my professors called the "ocular trauma test" - when the data hits you between the eyes. If people claim they always follow their rational decisions, I think I will be more likely to interpret it as lack of enough cognitive self-consciousness to notice when they're doing something irrational than an honest lack of irrationality.

5: In which case it will have ceased to be an experiment and become a technique instead. I've noticed this happening a lot over the past few days, and I may continue doing it.

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So the second factor is that most people are rational enough for their own purposes. Oh, they go on wild flights of fancy when discussing politics or religion or philosophy, but when it comes to business they suddenly become cold and calculating. This relates to Robin Hanson on Near and Far modes of thinking. Near Mode thinking is actually pretty good at a lot of things, and Near Mode thinking is the thinking whose accuracy gives us practical benefits.

Seems to me that most of us make predictably dumb decisions in quite a variety of contexts, and that by becoming extra bonus sane (more sane/rational than your average “intelligent science-literate person without formal rationalist training”), we really should be able to do better.

Some examples of the “predictably dumb decisions” that an art of rationality should let us improve on:

  • Dale Carnegie says (correctly, AFAIK) that most of us try to persuade others by explaining the benefits from our point of view (“I want you to play basketball with me because I don’t have enough people to play basketball with”), even though it works better to explain the benefits from their points of view. Matches my experiences, and matches also many/most of the local craigslist ads. The gains if we notice and change this one would be significant.
  • Lots of people decide to take a job “to make more money”, but don’t bother to actually research the odds of getting that job, and the average payoff from that job (the latter, at least, is easy to look up on the internet) before spending literally years training for the job. Even in cases like med school. Again, significant payoff here, and in this case fairly minimal willpower requirements.
  • Lots of us tend to mostly stick to our own opinions in conversations, even in cases where our impressions are no better data than our interlocutor’s impressions, and where the correct opinion can actually impact the goodness of our lives (e.g., which course to take on a work project whose outcome matters; which driving route is faster; which carwash to try) (these latter decisions are small, but small decisions add up).
  • Similarly, lots of us decide we’re “good at X and bad at Y”, or that we’re “the sort of people who do A in such-and-such a specific manner”, and quit learning in a particular domain, quit updating our skill-sets, keep suboptimal beliefs or practices glued to our identities instead of looking around to see how others do things and what methods might achieve greater success. Lots of us spend far more of our thinking time noting all the reasons why we’re best off doing what we’re doing than we do looking for new ways to do things, even when such looking has tended to give us useful improvements.
  • Lots of people run more risk of death by car than they would upon consideration choose, e.g. by driving too close to the car in front of them (the half-second earlier that you get home isn’t worth it) or by driving while tired. At the same time, lots of people refrain from enjoyable activities such as walking around at night or swimming off the coast of Florida despite the occasional sharks, in cases where the activities in fact pose nearly negligible danger, but the dangers in question are vivid and easy to over-estimate.

I don't think you need the art of rationality much for that stuff. I think just being reminded is almost as good, if not better. Who do you think would do better on them: someone who read all of LW/OB except this post, or someone who read this post only? Now consider that reading all of LW/OB would take at least 256 times longer.

Imagine a world where the only way to become really rich is to win the lottery (and everybody is either risk averse or at least risk neutral). With an expected return of less than $1 per $1 spent on tickets, rational people don't buy lottery tickets. Only irrational people do that. As a result, all the really rich people in this world must be irrational.

In other words, it is possible to have situations where being rational increases your expected performance, but at the same time reduces your changes of being a super achiever. Thus, the claim that "rationalists should win" is not necessarily true, even in theory, if "winning" is taken to mean being among the top performers. A more accurate statement would be, "In a world with both rational and irrational agents, the rational agents should perform better on average than the population average."

There's an extent to which we live in such a world. Many people believe you can achieve your wildest dreams if you only try hard enough, because by golly, all those people on the TV did it!

But many poor/middle-class people also believe that they can never become rich (except for the lottery) because the only ways to become rich are crime, fraud, or inheritance. And this leads them to underestimate the value of hard work, education, and risk-taking.

The median rationalist will perform better than these cynics. But his average wealth will also be higher, assuming he accurately observes his chances at becoming succesful.

I'm not sure if it was your intent to point this out by contrast, but I would like to point out that a reasonable art of "kicking" would not rely on you making conscious decisions, let alone explicitly rational ones. Rather, it would rely on you ensuring that your subconscious has been freed from sources of bias ahead of time, and is therefore able to safely leap to conclusions in its usual fashion. An art that requires you to think at the time things are actually happening is not much of an art.

Case in point: when reading "Stuck In The Middle With Bruce", I became aware of a subconsciously self-sabotaging behavior I'd done recently. So I "kicked" it out by crosslinking the behavior with its goal-satisfaction state. It would be crazy to wait until the next occasion for that behavior to strike, and then try to reason my way around it, when I can just fix the bloody thing in the first place. (Interestingly, I mentioned the story to my wife, and described how it related to my own behavior... and she thought of a different sort of self-sabotage she was doing, and applied the same mindhack. So, as of now, I'd say that story was one of the top 5 most valuable things I've gotten from LW.)

Now, in the case of extinguishing a behavior, there's no way you can absolutely prove you've fixed something permanently; the best you can do is show that the thought process that you use to produce an autonomous response before applying a technique, no longer produces the same response afterward. Also, sometimes you catch a break: you find yourself in a situation, expecting yourself to do the same old stupid thing you've been doing before, and then you find you don't need to, or notice a few seconds later that you already did something completely different, and a much better choice.

Truth is, our brains really aren't that bad at making decisions, once you take out the "priority overrides" that mess things up.

Anyway, I'm rambling a bit now. The point is, "kicking" is generally not something you do at the time -- you do it in advance of the next time....

Because your brain is faster than you are.

I voted this up, but I'm replying because I think it's a critical point.

Our brains are NOT designed to make conscious decisions about every thing that crosses our path. Trying to do that is like trying to walk everywhere instead of driving: it's technically possible, but it will take you forever and will be exhausting.

Our brains seem to work more like this: our brains process whatever it is we're doing at the time, and then feed that processed data into our subconscious for use later. Sure it jumps in every once in a while for something important, but generally it sits back and lets your subconscious do the driving.

Rationality should be about putting the best processed information down into your subconscious, so it works the way you'd like it too. Trying to do everything consciously is a poor use of your brain, as it 1) ignores the way your brain is designed to function and 2) forgoes the use of the powerful subconscious circuitry that makes up an enormous part of it.

What does "crosslinking the behavior with its goal-satisfaction state" mean? Specifically, I'm unable to guess what you mean by "crosslinking" and "the goal-satisfaction state" (of a behavior).

And this is why I am not so impressed by Eliezer's claim that an x-rationality instructor should be successful in their non-rationality life. Yes, there probably are some x-rationalists who will also be successful people. But again, correlation 0.1. Stop saying only practically successful people could be good x-rationality teachers! Stop saying we need to start having huge real-life victories or our art is useless! Stop calling x-rationality the Art of Winning! Stop saying I must be engaged in some sort of weird signalling effort for saying I'm here because I like mental clarity instead of because I want to be the next Bill Gates! It trivializes the very virtues that brought most of us to Overcoming Bias, and replaces them with what sounds a lot like a pitch for some weird self-help cult...

I think the truth is non-symmetrical: rationalism is the art of not failing, of not being stupid. I agree with you that "rationalists should win big" is not true in the sense Eliezer claims. However, rationalists should be generally above average by virtue of never failing big, never losing too much, e.g. not buying every vitamin at the health food store, not in cults, not bemoaning ancient relationships, etc.

And for this post, I use "benefits" or "practical benefits" to mean anything not relating to philosophy, truth, winning debates, or a sense of personal satisfaction from understanding things better. Money, status, popularity, and scientific discovery all count.

In my life, I've used rationality to tackle some pretty tough practical problems. The type of rationality I have been successful with hasn't been the debiasing program of Overcoming Bias, yet I have been employing scientific thinking, induction, and heuristic to certain problems in ways that are atypical for the category of people you are calling normal rationalists. I don't know whether to call this "x-rationality" or not, partly because I'm not sure the boundaries between rationality and x-rationality are always obvious, but it's certainly more advanced rationality than what people usually apply in the domains below.

On a general level, I've been studying how to get good (or at least, dramatically better) at things. Here are some areas where I've been successful using rationality:

  • Recovering from social anxiety disorder and depression
  • Social skills
  • Fashion sense
  • Popularity / social status in peer group
  • Dating

I'm not using success necessarily to mean mastery, but around 1-2 standard deviations of improvement from where I started.

I do find it interesting that many people are not achieving practical benefits from their studies of more advanced rationalities. I agree with you that akrasia is a large factor in why they do not get significant practical benefits out of rationality. I am going to hypothesize an additional factor:

The practical benefits of x-rationality are constrained because students of x-rationality (such as the Overcoming Bias / Less Wrong) schools of thought focus on critical rationality, yet critical rationality is only good for solving certain types of problems.

In my post on heuristic, I drew a distinction between what I'm calling "critical rationality" (consisting of logic, skepticism, and bias-reduction) and "creative rationality" (consisting of heuristic and inference). Critical rationality concerns itself with idea validation, while creative rationality concerns itself with idea creation (specifically, of ideas that map onto the territory).

Critical rationality is necessary to avoid many mistakes in life (e.g. spending all your money on lottery tickets, high-interest credit card debt, Scientology), yet perhaps it runs into diminishing returns for success in most people's lives. For developing new ideas and skills that would lead people to success above a mundane level, critical rationality is necessary but not sufficient, and creative rationality is also required.

If in 1660 you'd asked the first members of the Royal Society to list the ways in which natural philosophy had tangibly improved their lives, you probably wouldn't have gotten a very impressive list.

Looking over history, you would not have found any tendency for successful people to have made a formal study of natural philosophy.

It would be overconfident for me to say rationality could never become useful. My point is just that we are acting like it's practically useful right now, without very much evidence for this beyond our hopes and dreams. Thus my last sentence - that "crossing the Pacific" isn't impossible, but it's going to take a different level of effort.

If in 1660, Robert Boyle had gone around saying that, now that we knew Boyle's Law of gas behavior, we should be able to predict the weather, and that that was the only point of discovering Boyle's Law and that furthermore we should never trust a so-called chemist or physicist except insofar as he successfully predicted the weather - then I think the Royal Society would be making the same mistake we are.

Boyle's Law is sort of helpful in understanding the weather, sort of. But it's step one of ten million steps, used alone it doesn't work nearly as well as just eyeballing the weather and looking for patterns, and any attempt to judge applicants to the Royal Society on their weather prediction abilities would have excluded some excellent scientists. Any attempt to restrict gas physics itself to things that were directly helpful in predicting the weather would have destroyed the science, ironically including the discoveries two hundred years down the road that were helpful in weather prediction.

Summed up: With luck, (some) science can result in good practical technology. But demanding the technology too soon, or restricting science to only the science with technology to back it up, hurts both science and technology.

(there is a difference between verification and technology. Boyle was able to empirically test his gas law, but not practically apply it. This may be fuzzier in rationality)

I'm confused about this article. I agree with most you've said, but I'm not sure the point is exactly. I thought the entire premise of this community was that more is possible, but we're only "less wrong" at the moment. I didn't think there was any promise of results for the current state of the art. Is this post a warning, or am I overlooking this trend?

I agree we shouldn't see x-rationality as practically useful now. You don't rule out rationality becoming the superpower Eliezer portrays in his fiction. That is certainly a long ways off. Boyle's Law and weather prediction is an apt analogy. Just trying harder to apply our current knowledge won't go very far, but there should be some productive avenues.

I think I'd understand your purpose better if you could answer these questions: In your mind, how likely is it that x-rationality could be practically useful in, say, 50 years? What approaches are most likely to get us to a useful practice of rationality? Or is your point that any advances that are made will be radically different from our current lines of investigation?

Just trying to understand.

The above would be component 1 of my own reply.

Component 2 would be (to say it again) that I developed the particular techniques that are to be found in my essays, in the course of solving my problem. And if you were to try to attack that or a similar problem you would suddenly find many more OB posts to be of immensely greater use and indeed necessity. The Eliezer of 2000 and earlier was not remotely capable of getting his job done.

What you're seeing here is the backwash of techniques that seem like they ought to have some general applicability (e.g. Crisis of Faith) but which are not really a whole developed rationalist art, nor made for the purpose of optimizing everyday life.

Someone faced with the epic Challenge Of Changing Their Mind may use the full-fledged Crisis of Faith technique once that year. How much benefit is this really? That's the question, but I'm not sure the cynical answer is the right one.

What I am hoping to see here is others, having been given a piece of the art, taking that art and extending it to cover their own problems, then coming back and describing what they've learned in a sufficiently general sense (informed by relevant science) that I can actually absorb it. For that which has been developed to address e.g. akrasia outside the rationalist line, I have found myself unable to absorb.

But you're not a good test case to see whether rationality is useful in everyday life. Your job description is to fully understand and then create a rational and moral agent. This is the exceptional case where the fuzzy philosophical benefits of rationality suddenly become practical.

One of the fundamental lessons of Overcoming Bias was "All this stuff philosophers have been debating fruitlessly for centuries actually becomes a whole lot clearer when we consider it in terms of actually designing a mind." This isn't surprising; you're the first person who's really gotten to use Near Mode thought on a problem previously considered only in Far Mode. So you've been thinking "Here's this nice practical stuff about thinking that's completely applicable to my goal of building a thinking machine", and we've been thinking, "Oh, wow, this helps solve all of these complicated philosophical issues we've been worrying about for so long."

But in other fields, the rationality is domain-specific and already exists, albeit without the same thunderbolt of enlightenment and awesomeness. Doctors, for example, have a tremendous literature on evidence and decision-making as they relate to medicine (which is one reason I get so annoyed with Robin sometimes). An x-rationalist who becomes a doctor would not, I think, necessarily be a significantly better doctor than the rest of the medical world, because the rest of the medical world already has an overabundance of great rationality techniques and methods of improving care that the majority of doctors just don't use, and because medicine takes so many skills besides rationality that any minor benefits from the x-rationalist's clearer thinking would get lost in the noise. To make this more concrete: I don't think good doctors are more likely to be atheists than bad doctors, though I do think good AI scientists are more likely to be atheists than bad AI scientists. I think this paragraph about doctors also applies to businessmen, scientists, counselors, et cetera.

When I said that we had a non-trivial difference of opinion on your secret identity post, this was what I meant: that a great x-rationalist might be a mediocre doctor; that maybe if you'd gone into medicine instead of AI you would have been a mediocre doctor and then I wouldn't be "allowed" to respect you for your x-rationality work.

An x-rationalist who becomes a doctor would not, I think, necessarily be a significantly better doctor than the rest of the medical world, because the rest of the medical world already has an overabundance of great rationality techniques and methods of improving care that the majority of doctors just don't use

Evidence-based medicine was developed by x-rationalists. And to this day, many doctors ignore it because they are not x-rationalists.

...huh. That comment was probably more helpful than you expected it to be. I'm pretty sure I've identified part of my problem as having too high a standard for what makes an x-rationalist. If you let the doctors who developed evidence-based medicine in...yes, that clears a few things up.

One thinks particularly of Robyn Dawes - I don't know him from "evidence-based medicine" per se, but I know he was fighting the battle to get doctors to acknowledge that their "clinical experience" wasn't better than simple linear models, and he was on the front lines against psychotherapy shown to perform no better than talking to any bright person.

If you read "Rational Choice in an Uncertain World" you will see that Dawes is pretty definitely on the level of "integrate Bayes into everyday life", not just Traditional Rationality. I don't know about the historical origins of evidence-based medicine, so it's possible that a bunch of Traditional Rationalists invented it; but one does get the impression that probability theorists trying to get people to listen to the research about the limits of their own minds, were involved.

After thinking on this for a while, here are my thoughts. This should probably be a new post but I don't want to start another whole chain of discussions on this issue.

  1. I had the belief that many people on Less Wrong believed that our currently existing Art of Rationality was sufficient or close to sufficient to guarantee practical success or even to transform its practioner into an ubermensch like John Galt. I'm no longer sure anyone believes this. If they do, they are wrong. If anyone right now claims they participate in Less Wrong solely out of a calculated program to maximize practical benefits and not because they like rationality, I think they are deluded.

  2. Where x-rationality is defined as "formal, math-based rationality", there are many cases of x-rationality being used for good practical effect. I missed these because they look more like three percent annual gains in productivity than like Brennan discovering quantum gravity or Napoleon conquering Europe. For example, doctors can use evidence-based medicine to increase their cure rate.

  3. The doctors who invented evidence-based medicine deserve our praise. Eliezer is willing to consider them x-rationalists. But there is no evidence that they took a particularly philosophical view towards rationality, as opposed to just thinking "Hey, if we apply these tests, it will improve medicine a bit." Depending on your view of socialism, the information that one of these inventors ran for parliament on a socialist platform may be an interesting data point.

  4. These doctors probably had mastery of statistics, good understanding of the power of the experimental method, and a belief that formalizing things could do better than normal human expertise. All of these are rationalist virtues. Any new doctor who starts their career with these virtues will be in a better position to profit from and maybe expand upon evidence-based medicine than a less virtuous doctor, and will reap great benefits from their virtues. Insofar as Less Wrong's goal is to teach people to become such doctors, this is great...

  5. ...except that epidemiology and statistics classes teach the same thing with a lot less fuss. Less Wrong's goal seems to be much higher. Less Wrong wants a doctor who can do that, and understand their mental processes in great detail, and who will be able to think rationally about politics and religion and turn the whole thing into a unified rationalist outlook.

  6. Or maybe it doesn't. Eliezer has already explained that a lot of his OB writing was just stuff that he came across trying to solve AI problems. Maybe this has turned us into a community of people who like talking about philosophy, and that really doesn't matter much and shouldn't be taught at rationality dojos. Maybe a rationality dojo should be an extra-well-taught applied statistics class and some discussion of important cognitive biases and how to avoid them. It seems to me that a statistics class plus some discussion of cognitive biases would be enough to transform an average doctor into the kind of doctor who could invent or at least use evidence-based medicine and whatever other x-rationality techniques might be useful in medicine. With a few modifications, the same goes for business, science, and any other practical field.

  7. I predict the marginal utility of this sort of rationality will decline quickly. The first year of training will probably do wonders. The second year will be less impressive. I doubt a doctor who studies this rationality for ten years will be noticeably better off than one who studies it for five, although this may be my pessimism speaking. Probably the doctor would be better off spending those second five years studying some other area of medicine. In the end, I predict these kinds of classes could improve performance in some fields 10-20% for people who really understood them.

  8. This would be a useful service, but it wouldn't have the same kind of awesomeness as Overcoming Bias did. There seems to be a second movement afoot here, one to use rationality to radically transform our lives and thought processes, moving so far beyond mere domain-specific reasoning ability that even in areas like religion, politics, morality, and philosophy we hold only rational beliefs and are completely inhospitable to any irrational thoughts. This is a very different sort of task.

  9. This new level of rationality has benefits, but they are less practical. There are mental clarity benefits, and benefits to society when we stop encouraging harmful political and social movements, and benefits to the world when we give charity more efficiently. Once people finish the course mentioned in (6) and start on the course mentioned in (8), it seems less honest to keep telling them about the vast practical benefits they will attain.

  10. This might have certain social benefits, but you would have to be pretty impressive for conscious-level social reasoning to get better than the dedicated unconscious modules we already use for that task.

  11. I have a hard time judging opinion here, but it does seem like some people think sufficient study of z-rationality can turn someone into an ubermensch. But the practical benefits beyond those offered by y-rationality seem low. I really like z-rationality, but only because I think it's philosophically interesting and can improve society, not because I think it can help me personally.

  12. In the original post, I was using x-rationality in a confused way, but I think to some degree I was thinking of (8) rather than (6).

The Eliezer of 2000 and earlier was not remotely capable of getting his job done.

Are you more or less capable of that now? Do you have evidence that you are? Is the job tangibly closer to being completed?

An understanding of 'x-rationality' has helped me find the world a little less depressing and a little less frustrating. Previously when observing world events, politics and some behaviours in social interactions that seemed incomprehensible without assuming depressing levels of stupidity, incompetence or malice I despaired at the state of humanity. An appreciation of human biases and evolutionary psychology (some of which stems from an interest in both going back well before I ever started reading OB) gives me a framework in which to understand events in the world which I find a lot more productive and optimistic.

An example from politics: it is hard to make any rational sense of drug prohibition when looking at the evidence of the costs and benefits. This would tend to lead to an inevitable conclusion that politicians and the voting public are either irredeemably stupid or actively seeking negative outcomes. Understanding how institutional incentives to maintain the status quo, confirmation bias and signaling effects (politicians and voters needing to be 'seen to care' and/or 'seen to disapprove') can lead to basically intelligent and well meaning people maintaining catastrophically wrong beliefs at worst allows for accepting the status quo without assuming the worst about one's fellow man and at best maps out plausible paths for achieving political change by recognizing the true nature of the obstacles.

An example from social interactions: I suffered a fair amount of personal emotional stress reconciling what I had been led to believe 'ought' to work when interacting with others and the apparently much less pleasant realities of what seemed to be successful in reality. The only conclusion I could draw was that everyone deliberately lied about the way human interactions worked for their own mysterious and possibly malicious reasons. Coming to an understanding of evolutionary psychology and signaling explanations for many common patterns of human behaviour allows me to reconcile 'doing what works' with a belief that most people are not consciously misleading or malicious most of the time. Many people don't appear to be aware of the contradictions inherent in social interactions but as someone who saw them but could not explain them without assuming the worst, discovering explanations that did not require imputing conscious malice to others allowed for a much more positive outlook on the world.

I could give a number of examples of how 'regular' rationality rigorously applied to areas of life where it is often absent have also directly helped me in my life but they seem slightly off topic for this thread.

Am I the only one who is isn't entirely positive towards the heavy use of language identifying the LW community as "rationalists", including terms like "rationalist training" etc.? (Though he is by far the heaviest user of this kind of language, I'm not really talking about Eliezer here, his language use is whole topic on its own - I'm restricting this particular concern to other people, to the general LW non-Eliezer jargon). Is strongly self-identifying as a "rationalist" really such a good thing? Does it really help you solve problems? (I second the questions raised by Yvain). Though perhaps small, isn't there still a risk that the focus becomes too much on "being a rationalist" instead of on actually solving problems?

Of course, this is a blog about rationality and not about specific problems, so this kind of language is not suprising and sometimes might even be necessary. I'm just a bit hesitant towards it when the community hasn't actually shown that it's better at solving problems than people who don't self-identify as rationalists and haven't had "rationalist training", or shown that the techniques fostered here have such a high cross-domain applicability as seems to be assumed. Maybe after it has been shown that "rationalists" do better than other people, people who just solve problems, I would feel better about this kind of jargon.

I find it much more tolerable when 'aspiring' is added.

Sometimes, people do worse when they try to be rational because they have a poor model of rationality.

One error I commonly see is the belief that rationality means using logic, and that logic means not believing things unless they are proven. So someone tries to be "rational" by demanding proof of X before changing their behavior, even in a case where neither priors nor utilities favor not X. The untrained person may be doing something as naive as argument-counting (how many arguments in favor of X vs. not X), and is still likely to come out ahead of the person who requires proof.

A related error is using Boolean models where they are inappropriate. The most common error of this type is believing that a phenomenon, or a class of phenomena, can have only one explanation.

I’m partly echoing badger here, but it’s worth distinguishing between three possible claims:
(1) An “art of rationality” that we do not yet have, but that we could plausibly develop with experimentation, measurements, community, etc., can help people.
(2) The “art of rationality” that one can obtain by reading OB/LW and trying to really apply its contents to one’s life, can help people.
(3) The “art of rationality” that one is likely to accidentally obtain by reading articles about it, e.g. on OB/LW, and seeing what happens to rubs off, can help people.

There are also different notions of “help people” that are worth distinguishing. I’ll share my anticipations for each separately. Yvain or others, tell me where your anticipations match or differ.

Regarding claim (3):
My impression is that even the art of rationality one obtains by reading articles about it for entertainment, does have some positive effects on the accuracy of peoples’ beliefs. A couple people reported leaving their religions. Many of us have probably discarded random political or other opinions that we had due to social signaling or happenstance. Yvain and others report “clarity-of-mind benefits”. I’d give reasonable odds that there’s somewhat more benefit than this -- some unreliable improvement in peoples’ occasional, major, practical decisions, e.g. about which career track to pursue, and some unreliable improvement in peoples’ ability to see past their own rationalizations in interpersonal conflicts -- but (at least with hindsight bias?) probably no improvements in practical skills large enough to show up on Vladimir Nesov’s poll. Does anyone’s anticipations differ, here?

Regarding claim (2):
I’d a priori expect better effects from attempts to really practice rationality, and to integrate its thinking skills into one’s bones, than from enjoying chatting about rationality from time to time. A community that reads articles about skateboarding, and discusses skateboarding, will probably still fall over when they try to skateboard twenty feet unless they’ve also actually spent time on skateboards.

As to the empirical data: who here has in fact practiced (2) (e.g., has tried to integrate x-rationality into their actual practical decision-making, as in Yvain’s experiment/technique, or has used x-rationality to make major life decisions, or has spent time listing out their strengths and weaknesses as a rationalist with specific thinking habits that they really work to integrate in different weeks, or etc.)? This is a real question; I’d love data. Eliezer is an obvious example; Yvain cites the impressiveness of Eliezer’s 2001 writings as counter-evidence (and it is some counter-evidence), but: (1) Eliezer, in 2001, had already spent a lot of time learning rationality (though without the heuristics and biases literature); and (2) Eliezer was at that time busy with a course of action that, as he now understands things, would have tended to destroy the world rather than to save it. Due to insufficient rationality, apparently.

I’ve practiced a fair amount of (2), but much less than I could imagine some practicing; and, as I noted in the comment Yvain cited, it seems to have done me some good. Broadly similar results for the handful of others I know who try to get rationality into their bones. Less impressive than I’d like, but I tend to interpret this a a sign we should spend more time on skateboards, and I anticipate that we’ll see more real improvement as we do.

The most important actual helps involve that topic we’re not supposed to discuss here until May, but I’d say we were able to choose a much higher-impact way to help the world than people without x-rationality standardly choose, and that we’re able to actually think usefully about a subject where most conversations degenerate into storytelling, availability heuristics, attaching overmuch weight to specific conjunctions, etc. Which, if there’s any non-negligible chance we’re right, is immensely practical. But we’re also somewhat better at strategicness about actually exercising, about using social interaction patterns that work better than the ones we were accidentally using previously (though far from as well as the ones the best people use), about choosing college or career tracks that have better expected results, etc.

Folks with more data here (positive or negative), please share.

Regarding claim (1):
I guess I wouldn’t be surprised by anything from “massive practical help, at least from particular skilled/lucky dojos that get on good tracks” to “not much help at all”. But if we do get “not much help at all”, I’ll feel like there was a thing we could have done, and we didn’t manage to do it. There are loads of ridiculously stupid kinds of decision-making that most people do, and it would be strange if there were no way we could get visible practical benefit from improving on that. Details in later comments.

Michael Vassar:

nerds, scientists, skeptics and the like who like to describe their membership in terms of rationality are [not] noticibly better than average at behavioral rationality, as opposed to epistemic rationality where they are obviously better than average but still just hideously bad.

Simply applying "ordinary rationality" to behavior is extreme. People don't use reason to decide if fashion is important, they just copy. Eliezer's Secret Identities post seems to make a very similar point, which seemed to largely match this post. One point was to get rationality advice from people who actually found it useful, rather than ordinary nerds who fetishize it.

By "decision", I don't mean the decision to get up in the morning, I mean the sort that's made on a conscious level and requires at least a few seconds' serious thought.

Consider yourself lucky if that doesn't describe getting up in the morning for you.

Anyway, not that this counts at all (availability bias), but I made a rational decision a couple of days ago to get some sleep instead of working later into the night on homework. I did exactly that.

In fact, I just made a rational decision-- just now-- to quit reading the article I was reading, work on homework for a few minutes and then go to bed. I haven't gotten to bed yet. Otherwise, that's going well.

...but you will disagree with me. And we are both aspiring rationalists, and therefore we resolve disagreements by experiments. I propose one.

I'm surprised you expected most of your readers to disagree. I think it's pretty clear that the techniques we work on here aren't making us much more successful than most people.

Humans aren't naturally well equipped to be extreme rationalists. The techniques themselves may be correct, but that doesn't mean we can realistically expect many people to apply them. To use the rationality-as-martial art metaphor, if you taught Shaolin kung fu to a population of fifty year old couch potatoes, they would not be able to perform most of the techniques correctly, and you should not expect to hear many true accounts of them winning fights with their skills.

Perhaps with enough work we could refine the art of human instrumental rationality into something much better than what we've got, maybe achieve a .3 correlation with success rather than a .1, but while a fighting style developed explicitly for 50 year old couch potatoes might give your class better results than other styles, you can only expect so much out of it.

This experiment seems easy to rig4; merely doing it should increase your level of conscious rational decisions quite a bit. And yet I have been trying it for the past few days, and the results have not been pretty. .... [O]ne way to fail your Art is to expect more of it than it can deliver.... Perhaps there are developments of the Art of Rationality or its associated Arts that can turn us into a Kellhus or a Galt, but they will not be reached by trying to overcome biases really really hard.

To make a somewhat uncharitable paraphrase: you read many articles on rationality, did not actually use them to change the way you make decisions, and found that the rationality hasn’t changed the results of your decisions much. You conclude, not that you aren’t practicing rationality, but that rationality can’t deliver practical goods at all, at least not as taught.

I agree we need practices for better incorporating OB/LW/new techniques of rationality into our actual practice of inference and decision-making. But it seems like the “and I’m not actually using this stuff much” result of your experiment should prevent “it hasn’t made my life much better” from telling you all that much about whether the OB/LW inference or decision-making techniques, if one does practice them, could make one’s life better.

I accept that to some degree my results say more negative things about me than about rationality, but insofar as I may be typical we need to take them into account when considering how we're going to benefit from rationality.

...my inability to communicate clearly continues to be the bane of my existence. Let me try a strained metaphor.

Christianity demands its adherents "love thy enemy", "turn the other cheek", "judge not lest ye be judged", "give everything to the poor", and follow many other pieces of excellent moral advice. Any society that actually followed them all would be a very nice place to live.

Yet real-world Christian societies are not such nice places to live. And Christians say this is not because there is anything wrong with Christianity, but because Christians don't follow their religion enough. As the old saying goes, "Christianity has not been tried and found wanting, it has been found difficult and left untried." There's some truth to this.

But it doesn't excuse Christianity's failure to make people especially moral. If Christianity as it really exists can't translate its ideals into action, then it's gone wrong somewhere. At some point you have to go from "Christianity is perfect but most people can't apply it" to "Christianity is flawed because most people can't apply it."

The Christians' problem isn't that there aren't enough Christians. And it's not that Christians aren't devout and zealous enough. And it's not even that Christians don't understand what their faith expects of them. Their problem is that the impulse to love thy neighbor gets lost somewhere between theory and action. My urge as an outsider is to blame it on a combination of akrasia, lack of sufficient self-consciousness, and people who accept Christianity 100% on the conscious level but don't "feel it in their bones".

If I were a theologian, I would be recommending to my fellow Christians one of two things:

First, that they spend a whole lot less time in Bible study than they do right now, because they already know a whole lot more Bible than they actually use, and teaching them more Bible isn't going to solve that problem. Instead they need to be spending that time thinking of ways to solve their problem with applying the Bible to real life.

Or second, that they stop talking about how moral Christianity makes them and how a Christian society will always be a moral society and so on and so it's beneficial that everyone learn Christianity, and just admit that Christians probably aren't that much more moral than atheists and that they're in it because they like religion. In that case they could go on talking about the Bible to their hearts' content.

Now, to some degree, we can blame individual Christians for the failure of Christianity to transform morality for the better. But we also have to wonder if maybe it's not even addressing the real problem, which is less of a lack of moral ideals than a basic human inability to translate moral ideals into action.

Right now I find myself in the same situation as a devout Christian who really wants to be good, but has noticed that studying lots of Bible verses doesn't help him. Less Wrong has thus far seemed to me like a Bible study group where we all get together and talk about how with all this Bible studying we'll all be frickin saints soon. Eliezer's community-building posts seem like Catholics and Episcopalians arguing on the best way to structure the clergy. It's all very interesting, but...

...but I feel like there is insufficient appreciation that the Art of Knowing the Bible and the Art of Becoming a Saint are two very different arts, that we haven't really begun developing the second, and that religion has a bad track record of generating saints anyway.

Your objection sounds too much like saying that since I'm not a saint yet, I must simply not be applying my Bible study right. Which is in one sense true, but centuries of Christians telling each other that hasn't created any more saints. So people need to either create an Art of Becoming A Saint worthy of the name, or stop insisting that we will soon be able to create saints on demand.

Here's one example of a change I've made recently, which I think qualifies as x-rationality. When I need to make a decision that depends on a particular piece of data, I now commit to a decision threshold before I look at the data. (I feel like I took this strategy from a LW article, but I don't remember where now.)

For example, I recently had to decide whether it would be worth the potential savings in time and money to commute by motorcycle instead of by car. I set a threshold for what I considered an appropriate level of risk beforehand, and then looked up the accident statistics. The actual risk turned out to be several times larger than that.

Had I looked at the data first, I would have been tempted to find an excuse to go with my gut anyway, which simply says that motorcycles are cool. (I'm a 23-year-old guy, after all.) A high percentage of motorcyclists experience a serious or even fatal accident, so there's a decent chance that x-rationality saved me from that.

I have yet to hear what anyone even means by "rationalism" or "rationalist," let alone "x-rationality." People often refer to the "techniques" or "Art of rationality" (a particularly irksome phrase), though as best I can tell, these consist of Bayes theorem and a half-dozen or so logical fallacies that were likely known since the time of Aristotle. Now, I've had an intuitive handle on Bayes theorem since learning of it in high school pre-calc, and spotting a logical fallacy isn't particularly tough for anyone accustomed to close reading of philosophy or doing science (or who's studied for the LSAT). So apart from simply calling oneself a "rationalist" and feeling really good about being a part of some "rationalist community" (much like Dennett's tone-deaf coining of the term "brights" to describe atheists), is there actually anything to this?

Would Newton have gone even further if he'd known Bayes theory? Probably it would've been like telling the world pool champion to try using more calculus in his shots: not a pretty sight.

An interesting choice of example, given that Bayesian probability theory as we know it (inverse inference) was more or less invented by Laplace and used to address specific astronomical controversies surrounding the introduction of Newton's Laws, having to do with combining multiple uncertain observations.

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I am reserving my judgment for a couple of years. See how I'm doing then.