What's going on is that Eliezer Yudkowsky has argued forcefully for one-boxing, in terms of his "way of winning" thing, which, after reading the other stuff he wrote about that (like the "nameless virtue"), probably created a "why aren't you winning" alarm bell in people's heads.
Most philosophers haven't been introduced to the problem by Eliezer Yudkowsky.
To me, Newcomb's problem seemed like a contrived trick to punish CDT, and it seemed that any other decision theory was just as likely to run into some other strange scenario to punish it, until I started thinking about AIs that could simulate you accurately, something else that differentiates LessWrong from professional philosophers.
When I realized the only criteria by which a "best decision theory" could be crowned was winning in as many realistic scenarios as possible, and stopped caring that "acausal control" sounded like an oxymoron, and that there could potentially be Newcomblike problems to face in real life, and that there were decision theories that could win on Newcomb's problem without bungling the smoker's lesion problem, and read this:
What if your daughter had a 90% fatal disease, and box A contained a serum with a 20% chance of curing her, and box B might contain a serum with a 95% chance of curing her?
that convinced me to one-box.
Addendum:
About atheists vs theists and undergrads vs philosophers, I think two-boxing is a position that preys on your self-image as a rationalist. It feels like you are getting punished for being rational, like you are losing not because of your choice, but because of who you are (I would say your choice is embedded in who you are, so there is no difference). One-boxing feels like magical thinking. Atheists and philosophers have stronger self-images as rationalists. Most haven't grokked this:
How can you improve your conception of rationality? Not by saying to yourself, “It is my duty to be rational.” By this you only enshrine your mistaken conception. Perhaps your conception of rationality is that it is rational to believe the words of the Great Teacher, and the Great Teacher says, “The sky is green,” and you look up at the sky and see blue. If you think: “It may look like the sky is blue, but rationality is to believe the words of the Great Teacher,” you lose a chance to discover your mistake.
Will's link has an Asimov quote that supports the "self-image vs right answer" idea, at least for Asimov:
I would, without hesitation, take both boxes . . . I am myself a determinist, but it is perfectly clear to me that any human being worthy of being considered a human being (including most certainly myself) would prefer free will, if such a thing could exist. . . Now, then, suppose you take both boxes and it turns out (as it almost certainly will) that God has foreseen this and placed nothing in the second box. You will then, at least, have expressed your willingness to gamble on his nonomniscience and on your own free will and will have willingly given up a million dollars for the sake of that willingness-itself a snap of the finger in the face of the Almighty and a vote, however futile, for free will. . . And, of course, if God has muffed and left a million dollars in the box, then not only will you have gained that million, but far more imponant you will have demonstrated God's nonomniscience.9
Seems like Asimov isn't taking the stakes seriously enough. Maybe we should replace "a million dollars" with "your daughter here gets to live."
But losing the million dollars also shoves in your face your ultimate predictability.
Voluntarily taking a loss in order to insult yourself doesn't seem rational to me.
Plus, that's not a form of free will I even care about. I like that my insides obey laws. I'm not fond of the massive privacy violation, but that'd be there or not regardless of my choice.
I've been reading a little of the philosophical literature on decision theory lately, and at least some two-boxers have an intuition that I hadn't thought about before that Newcomb's problem is "unfair." That is, for a wide range of pairs of decision theories X and Y, you could imagine a problem which essentially takes the form "Omega punishes agents who use decision theory X and rewards agents who use decision theory Y," and this is not a "fair" test of the relative merits of the two decision theories.
The idea that rationalists should win, in this context, has a specific name: it's called the Why Ain'cha Rich defense, and I think what I've said above is the intuition powering counterarguments to it.
I'm a little more sympathetic to this objection than I was before delving into the literature. A complete counterargument to it should at least attempt to define what fair means and argue that Newcomb is in fact a fair problem. (This seems related to the issue of defining what a fair opponent is in modal combat.)
TDT's reply to this is a bit more specific.
Informally: Since Omega represents a setup which rewards agents who make a certain decision X, and reality doesn't care why or by what exact algorithm you arrive at X so long as you arrive at X, the problem is fair. Unfair would be "We'll examine your source code and punish you iff you're a CDT agent, but we won't punish another agent who two-boxes as the output of a different algorithm even though your two algorithms had the same output." The problem should not care whether you arrive at your decisions by maximizing expected utility or by picking the first option in English alphabetical order, so long as you arrive at the same decision either way.
More formally: TDT corresponds to maximizing on the class of problems whose payoff is determined by 'the sort of decision you make in the world that you actually encounter, having the algorithm that you do'. CDT corresponds to maximizing over a fair problem class consisting of scenarios whose payoff is determined only by your physical act, and would be a good strategy in the real world if no other agent ever had an algorithm similar to yours (you must be the only CDT-agent in the u...
As currently formulated UDT is also non-naturalistic and assumes the universe is divided into a not-you environment and a UDT algorithm in a Cartesian bubble, which is something TDT is supposed to be better at (though we don't actually have good fill-in for the general-logical-consequence algorithm TDT is supposed to call).
UDT was designed to move away from the kind of Cartesian dualism as represented in AIXI. I don't understand where it's assuming its own Cartesian bubble. Can you explain?
I find it rather disappointing that the UDT people and the TDT people have seemingly not been communicating very efficiently with each other in the last few years...
The sentence you quoted was just trying to explain how "physical consequences" might be interpreted as "logical consequences" and therefore dealt with within the UDT framework (which doesn't natively have a concept of "physical consequences"). It wasn't meant to suggest that UDT only works if there are discrete copies of S in the universe.
In that same post I also wrote, "A more general class of consequences might be called logical consequences. Consider a program P’ that doesn’t call S, but a different subroutine S’ that’s logically equivalent to S. In other words, S’ always produces the same output as S when given the same input. Due to the logical relationship between S and S’, your choice of output for S must also affect the subsequent execution of P’. Another example of a logical relationship is an S' which always returns the first bit of the output of S when given the same input, or one that returns the same output as S on some subset of inputs."
I guess I didn't explicitly write about parts of the universe that are "correlate to you" as opposed to having more exact logical relationships with you, but given how UDT is supposed to work, it was meant to just handle them naturally. At least I don't see why it wouldn't do so as well as TDT (assuming it had access to your "general-logical-consequence algorithm" which I'm guessing is the same thing as my "math intuition module").
You may not expect to encounter Newcomb's problems, but you might expect to encounter prisoner's dilemmas, and CDT recommends defecting on these.
The "practical" question is whether you in fact expect there to be things in the universe that specifically punish TDT agents. Omega in Newcomb's problem is doing something that plausibly is very general, namely attempting to predict the behavior of other agents: this is plausibly a general thing that agents in the universe do, as opposed to specifically punishing TDT agents.
TDT also isn't perfect; Eliezer has examples of (presumably, in his eyes, fair) problems where it gives the wrong answer (although I haven't worked through them myself).
The most charitable interpretation would just be that there happened to be a convincing technical theory which said you should two-box, because it took an even more technical theory to explain why you should one-box and this was not constructed, along with the rest of the edifice to explain what one-boxing means in terms of epistemic models, concepts of instrumental rationality, the relation to traditional philosophy's 'free will problem', etcetera. In other words, they simply bad-lucked onto an edifice of persuasive, technical, but ultimately incorrect argument.
We could guess other motives for people to two-box, like memetic pressure for partial counterintuitiveness, but why go to that effort now? Better TDT writeups are on the way, and eventually we'll get to see what the field says about the improved TDT writeups. If it's important to know what other hidden motives might be at work, we'll have a better idea after we negate the usually-stated motive of, "The only good technical theory we have says you should two-box." Perhaps the field will experience a large conversion once presented with a good enough writeup and then we'll know there weren't any other significant motives.
Anecdotally, there are two probability games that convinced me to one-box: The Monty Hall game and playing against the rock-paper-scissors bot at the NY Times.
The RPS bot is a good real world example of how it is theoretically possible to have an AI (or "Omega") who accurately predicts my decisions. The RPS bot predicted my decision about 2 out of 3 times so I don't see any conceptual reason why an even better designed robot/AI would beat me 999/1000 times at RPS. I tried really hard to outsmart the RPS bot and even still I lost more than I won. It was only when I randomized my choices using a hashing algorithm of sorts that I started to win.
The only reason I knew about the RPS game at the NYT was due to participation on Less Wrong, so maybe anecdotes like mine are the reason for the link. I also don't have any emotional attachment to the idea of free will.
If you are actually wondering, most Lesswrongers one-box because Eliezer promotes one-boxing. That's it.
This should be taken seriously as as hypothesis. However, it can be broken down a bit:
1. LW readers one-box more because they are more likely to have read strong arguments in favor of one-boxing — namely Eliezer's — than most philosophers are.
2. LW readers one-box more because LW disproportionately attracts or retains people who already had a predilection for one-boxing, because people like to affiliate with those who will confirm their beliefs.
3. LW readers one-box more because they are guessing the teacher's password (or, more generally, parroting a "charismatic leader" or "high-status individual") by copying Eliezer's ideas.
To these I'll add some variants:
4. LW readers one-box more than most atheists because for many atheists, two-boxing is a way of saying that they are serious about their atheism, by denying Omega's godlike predictive ability; but LWers distinguish godlike AI from supernatual gods due to greater familiarity with Singularity ideas (or science fiction).
5. LW readers one-box to identify as (meta)contrarians among atheists / materialists.
6. LW readers one-box because they have absorbed the tribal belief that one-boxing makes you a better person.
The hypothesis that we don't dare take seriously I may as well explicitly state:
7. LW readers one-box more because one-boxing is the right answer.
I just recently really worked through this, and I'm a firm one-boxer. After a few discussions with two-boxer people, I came to understand why: I consider myself predictable and deterministic. Two-boxers do not.
For me, the idea that Omega can predict my behaviour accurately is pretty much a no-brainer. I already think it possible to upload into digital form and make multiple copies of myself (which are all simultaneously "me"), and running bulk numbers of predictions using simulations seems perfectly reasonable. Two-boxers, on the other hand,...
Theists one-box because they tend to be more willing to accept backwards causation at face value (just guessing, but that's what I'd expect to find). Undergraduates surprise me; I would have expected that more of them would two-box, but I may be overestimating the exposure most of them have to formal decision theory. LW readers one-box because we believe rationalists should win, and because of EYs twelfth virtue of rationality; with every action, aim to cut, not merely to be "rational" or "Bayesian" or any other label. Most arguments fo...
Is the Predictor omniscient or making a prediction?
A tangent: when I worked at a teen homeless shelter there would sometimes be a choice for clients to get a little something now or more later. Now won every time, later never. Anything close to a bird in hand was valued more than a billion ultra birds not in the hand. A lifetime of being betrayed by adults, or poor future skills, or both and more might be why that happened. Two boxes without any doubt for those guys. As Predictors they would always predict two boxes and be right.
He makes a statement about the future which, when evaluated, is true. What's the difference between accurate predictions and omniscience?"
So when I look at the source code of a program and state "this program will throw a NullPointerException when executed" or "this program will go into endless loop" or "this program will print out 'Hello World'" I'm being omniscient?
Look, I'm not discussing Omega or Newcomb here. Did you just call ME omniscient because in real life I can predict the outcome of simple programs?
You are nitpicking. Fine, let's say that Omega is likewise incapable of detecting whether you'll have a heart-attack or be eaten by a pterodactyl. He just knows whether your mind is set on one-boxing or two-boxing.
Did this just remove all your objections about "omniscience" and Newcomb's box, since Omega has now been established to not know if you'll be eaten by a pterodactyl before choosing a box? If so, I suggest we make Omega being incapable of determining death-by-pterodactyl a permanent feature of Omega's character.
WTF? Who creates a system in which they can offer either some help now, or significantly more later, unless they are malicious or running an experiment?
Situations where you can get something now or something better later but not both come up all the time as consequences of growth, investment, logistics, or even just basic availability issues. I expect it would usually make more sense to do this analysis yourself and only offer the option that does more long-term good, but if clients' needs differ and you don't have a good way of estimating, it may make sense to allow them to choose.
Not that it's much of an offer if you can reliably predict the way the vast majority of them will go.
People suck at predicting their actions. I suspect that in a real-life situation even philosophers would one-box. For example, suppose a two-boxer sees a street magician predict people's behavior and consistently punish two-boxers (in some suitable version, like a card trick). Odds are, he will one-box, especially if the punishment for correctly predicted two-boxing is harsh enough. It would be an interesting psychological experiment, if someone could get the funding.
Are the various people actually being presented with the same problem? It makes a difference if the predictor is described as a skilled human rather than as a near omniscient entity.
The method of making the prediction is important. It is unlikely that a mere human without computational assistance could simulate someone in sufficient detail to reliably make one boxing the best option. But since the human predictor knows that the people he is asking to choose also realize this he still might maintain high accuracy by always predicting two boxing.
edit: grammar
More formal logic and philosophy training -> a greater chance to over-think it and think explicitly about decision theory (and possibly even have loyalties to particular rigid theories) rather than just doing what gets you more money? A case of thinking too deeply about the matter just leading a large fraction of people into confusion?
A case of thinking too deeply about the matter just leading a large fraction of people into confusion?
Confusion doesn't explain the firm directionality of the trend.
(and possibly even have loyalties to particular rigid theories)
This doesn't explain which one gets dominance, although it allows some amplification of noise or bias caused by other factors.
My guess is that a large part of the divergence relates to the fact that LWers and philosophers are focused on different questions. Philosophers (two-boxing philosophers, at least) are focused on the question of which decision "wins" whereas LWers are focused on the question of which theory "wins" (or, at least, this is what it seems to me that a large group of LWers is doing, more on which soon).
So philosophical proponents of CDT will almost all (all, in my experience) agree that it is rational if choosing a decision theory to follow t...
Well...perhaps. Obviously just because you can maximise over algorithms, it doesn't follow that you can't still talk about maximising over causal consequences. So either we have a (boring) semantic debate about what we mean by "decisions" or a debate about practicality: that is, the argument would be that talk about maximising over algorithms is clearly more useful than talk about maximising over causal consequences so why care about the second of these.
No, my point is that TDT, as a theory, maximizes over a space of decisions, not a space of algorithms, and in holding TDT to be rational, I am not merely holding it to occupy the most rational point in the space of algorithms, but saying that on its target problem class, TDT's output is indeed always the most rational decision within the space of decisions. I simply don't believe that it's particularly rational to maximize over only the physical consequences of an act in a problem where the payoff is determined significantly by logical consequences of your algorithm's output, such as Omega's prediction of your output, or cohorts who will decide similarly to you. Your algorithm can choose to have any sort of decision-...
Other 142 / 217 (65.4%)
What is this "Other" that's so popular that more than half of the people choose it?
Newcomb's paradox (and Newcomb's paradox variants) get's discussed a lot here. But nothing from the poll indicates that kind of background knowledge is present among those polled. in fact, the opposite appears to be indicated, based on this link:
http://philpapers.org/surveys/results.pl?affil=All+respondents&areas0=0&areas_max=1&grain=fine
Newcomb's problem: one box or two boxes?
Insufficiently familiar with the issue 1254 / 3226 (38.9%)
That seems to be the problem with the greatest posted amount of insufficient familiarity among any of the po...
The obvious guess is that theists are more comfortable imagining their decisions to be, at least in principle, completely predictable and not "fight the hypothetical". Perhaps atheists are more likely to think they can trick omega because they are not familiar and comfortable with the idea of a magic mind reader so they don't tend to properly integrate the stipulation that omega is always right.
To me, the fact that I have been told to assume that I believe the Predictor seems extremely relevant. If we assume that I am able to believe that, then it would likely be the single most important fact that I had ever observed, and to say that it would cause a significant update on my beliefs regarding causality would be an understatement. On the basis that I would have strong reason to believe that causality could flow backwards, I would likely choose the one box.
If you tell me that somehow, I still also believe that causality always flows forward with r...
One of my aversions to Newcomb generalizes to loads of hypotheticals - don't tell me what I think or prefer in the hypothetical. Tell me my observations, and leave the conclusions and inferences to me.
Is it about determinism?
LessWrongian: The whole universe (multiverse) is deterministic. I am deterministic. Therefore, Omega can predict me.
Philosopher/Atheist: I have a free will. Free will beats determinism! Therefore, Omega can't predict me.
Theist: God is omnipotent and omniscient. God beats everything! Therefore, God/Omega can predict me.
Or about plausibility of a higher intelligence?
Theist: I believe in God. Therefore, I believe God/Omega can be so smarter than me.
Atheist/Philosopher: I don't believe in God. Therefore, I don't believe God/Omega can be...
It may be that two-boxers perceive the key issue as the (im)possibility of backwards causation. However, Wheeler's delayed choice experiment demonstrates what seems to me to be backwards causation. Because backwards causation is not categorically impossible, I'm a one-boxer.
I answered in the 99% confidence bracket. The intuition pump that got me there is talking about submitting computer programs that output a decision, rather than simply making a decision. Omega gets to look at the program that makes the decision before filling the boxes. It's obvious in this situation - you submit a program that one-boxes, open that box, and get the million dollars (since Omega knows that you are going to one-box, since it's in the computer code).
Now, the real Newcomb problem has people making the decision, not code. But, if you assume dete...
All three are likely less familiar with the arguments in favor of two-boxing, relative to their familiarity with arguments for one-boxing, than faculty/atheists [theists are very tightly concentrated in philosophy of religion]/philosophers.
I really with they hadn't given an "Other" option to those questions (there are plenty of questions where having an "other" option makes sense; but this isn't one - when you're faced with the problem, either you take one box or take them both).
Newcomb's problem isn't about decision theory, it's about magic and strange causation. Replace the magician with a human agent and one-boxing isn't nearly as beneficial anymore- even when the human's accuracy is very high.
Less Wrongers publicly consider one-boxing the correct answer because it's non-obvious and correct for the very limited problem where decisions can be predicted in advance, just like we (taken as a whole) pretend that we cooperate on one-shot prisoner's dilemma.
People in other areas are more likely to believe other things about the magic involved (for example, that free will exists in a meaningful form), and therefore have different opinions about what the optimal answer is.
Newcomb's problem isn't about decision theory...
Well, it was first introduced into philosophical literature by Nozick explicitly as a challenge to the principle of dominance in traditional decision theories. So, it's probably about decision theory at least a little bit.
Theists actually understand that god is going to predict you correctly, non-LW atheists can't take the "god" idea seriously anymore and don't really model playing newcomb vs. god, and LWers are really good at writing great self-congratulatory just so stories like this one.
Follow-up to: Normative uncertainty in Newcomb's problem
Philosophers and atheists break for two-boxing; theists and Less Wrong break for one-boxing
Personally, I would one-box on Newcomb's Problem. Conditional on one-boxing for lawful reasons, one boxing earns $1,000,000, while two-boxing, conditional on two-boxing for lawful reasons, would deliver only a thousand. But this seems to be firmly a minority view in philosophy, and numerous heuristics about expert opinion suggest that I should re-examine the view.
In the PhilPapers survey, Philosophy undergraduates start off divided roughly evenly between one-boxing and two-boxing:
Newcomb's problem: one box or two boxes?
But philosophy faculty, who have learned more (less likely to have no opinion), and been subject to further selection, break in favor of two-boxing:
Newcomb's problem: one box or two boxes?
Specialists in decision theory (who are also more atheistic, more compatibilist about free will, and more physicalist than faculty in general) are even more convinced:
Newcomb's problem: one box or two boxes?
Looking at the correlates of answers about Newcomb's problem, two-boxers are more likely to believe in physicalism about consciousness, atheism about religion, and other positions generally popular around here (which are also usually, but not always, in the direction of philosophical opinion). Zooming in one correlate, most theists with an opinion are one-boxers, while atheists break for two-boxing:
Less Wrong breaks overwhelmingly for one-boxing in survey answers for 2012:
NEWCOMB'S PROBLEM
One-box: 726, 61.4%
Two-box: 78, 6.6%
Not sure: 53, 4.5%
Don't understand: 86, 7.3%
No answer: 240, 20.3%
When I elicited LW confidence levels in a poll, a majority indicated 99%+ confidence in one-boxing, and 77% of respondents indicated 80%+ confidence.
What's going on?
I would like to understand what is driving this difference of opinion. My poll was a (weak) test of the hypothesis that Less Wrongers were more likely to account for uncertainty about decision theory: since on the standard Newcomb's problem one-boxers get $1,000,000, while two-boxers get $1,000, even a modest credence in the correct theory recommending one-boxing could justify the action of one-boxing.
If new graduate students read the computer science literature on program equilibrium, including some local contributions like Robust Cooperation in the Prisoner's Dilemma and A Comparison of Decision Algorithms on Newcomblike Problems, I would guess they would tend to shift more towards one-boxing. Thinking about what sort of decision algorithms it is rational to program, or what decision algorithms would prosper over numerous one-shot Prisoner's Dilemmas with visible source code, could also shift intuitions. A number of philosophers I have spoken with have indicated that frameworks like the use of causal models with nodes for logical uncertainty are meaningful contributions to thinking about decision theory. However, I doubt that for those with opinions, the balance would swing from almost 3:1 for two-boxing to 9:1 for one-boxing, even concentrating on new decision theory graduate students.
On the other hand, there may be an effect of unbalanced presentation to non-experts. Less Wrong is on average less philosophically sophisticated than professional philosophers. Since philosophical training is associated with a shift towards two-boxing, some of the difference in opinion could reflect a difference in training. Then, postings on decision theory have almost all either argued for or assumed one-boxing as the correct response on Newcomb's problem. It might be that if academic decision theorists were making arguments for two-boxing here, or if there was a reduction in pro one-boxing social pressure, there would be a shift in Less Wrong opinion towards two-boxing.
Less Wrongers, what's going on here? What are the relative causal roles of these and other factors in this divergence?
ETA: The SEP article on Causal Decision Theory.