## The Absent-Minded Driver

28 16 September 2009 12:51AM

This post examines an attempt by professional decision theorists to treat an example of time inconsistency, and asks why they failed to reach the solution (i.e., TDT/UDT) that this community has more or less converged upon. (Another aim is to introduce this example, which some of us may not be familiar with.) Before I begin, I should note that I don't think "people are crazy, the world is mad" (as Eliezer puts it) is a good explanation. Maybe people are crazy, but unless we can understand how and why people are crazy (or to put it more diplomatically, "make mistakes"), how can we know that we're not being crazy in the same way or making the same kind of mistakes?

The problem of the ‘‘absent-minded driver’’ was introduced by Michele Piccione and Ariel Rubinstein in their 1997 paper "On the Interpretation of Decision Problems with Imperfect Recall". But I'm going to use "The Absent-Minded Driver" by Robert J. Aumann, Sergiu Hart, and Motty Perry instead, since it's shorter and more straightforward. (Notice that the authors of this paper worked for a place called Center for the Study of Rationality, and one of them won a Nobel Prize in Economics for his work on game theory. I really don't think we want to call these people "crazy".)

Here's the problem description:

An absent-minded driver starts driving at START in Figure 1. At X he
can either EXIT and get to A (for a payoff of 0) or CONTINUE to Y. At Y he
can either EXIT and get to B (payoff 4), or CONTINUE to C (payoff 1). The
essential assumption is that he cannot distinguish between intersections X
and Y, and cannot remember whether he has already gone through one of
them.

## LW 2.0 Open Beta Live

21 21 September 2017 01:15AM

The LW 2.0 Open Beta is now live; this means you can create an account, start reading and posting, and tell us what you think.

Four points:

1) In case you're just tuning in, I took up the mantle of revitalizing LW through improving its codebase some time ago, and only made small amounts of progress until Oliver Habryka joined the project and put full-time engineering effort into it. He deserves the credit for the new design, and you can read about his strategic approach here.

2) If you want to use your current LW account on LW2.0, we didn't import the old passwords, and so you'll have to use the reset password functionality. If your LW account isn't tied to a current email, send a PM to habryka on lesswrong and he'll update the user account details on lesserwrong. He's also working on improving the site and sleeping and things like that, so don't expect an immediate response.

3) During the open beta there will be a green message in the bottom right hand corner of the screen. This is called Intercom, and is how you can tell us about issues with the site and ask other questions.

4) The open beta will end with a vote of users with over a thousand karma on whether we should switch the lesswrong.com URL to point to the new code and database. If this succeeds, all the activity from the open beta and the live site will be merged together. If the vote fails, we expect to archive LW until another team comes along to revive it. We currently don't have a date set, but this will be announced a week in advance.

## Publication of "Anthropic Decision Theory"

8 20 September 2017 03:41PM

My paper "Anthropic decision theory for self-locating beliefs", based on posts here on Less Wrong, has been published as a Future of Humanity Institute tech report. Abstract:

This paper sets out to resolve how agents ought to act in the Sleeping Beauty problem and various related anthropic (self-locating belief) problems, not through the calculation of anthropic probabilities, but through finding the correct decision to make. It creates an anthropic decision theory (ADT) that decides these problems from a small set of principles. By doing so, it demonstrates that the attitude of agents with regards to each other (selfish or altruistic) changes the decisions they reach, and that it is very important to take this into account. To illustrate ADT, it is then applied to two major anthropic problems and paradoxes, the Presumptuous Philosopher and Doomsday problems, thus resolving some issues about the probability of human extinction.

Most of these ideas are also explained in this video.

To situate Anthropic Decision Theory within the UDT/TDT family: it's basically a piece of UDT applied to anthropic problems, where the UDT approach can be justified by using generally fewer, and more natural, assumptions than UDT does.

## LW 2.0 Open Beta starts 9/20

24 15 September 2017 02:57AM

Two years ago, I wrote Lesswrong 2.0. It’s been quite the adventure since then; I took up the mantle of organizing work to improve the site but was missing some of the core skills, and also never quite had the time to make it my top priority. Earlier this year, I talked with Oliver Habryka and he joined the project and has done the lion’s share of the work since then, with help along the way from Eric Rogstad, Harmanas Chopra, Ben Pace, Raymond Arnold, and myself. Dedicated staff has led to serious progress, and we can now see the light at the end of the tunnel.

So what’s next? We’ve been running the closed beta for some time at lesserwrong.com with an import of the old LW database, and are now happy enough with it to show it to you all. On 9/20, next Wednesday, we’ll turn on account creation, making it an open beta. (This will involve making a new password, as the passwords are stored hashed and we’ve changed the hashing function from the old site.) If you don't have an email address set for your account (see here), I recommend adding it by the end of the open beta so we can merge accounts. For the open beta, just use the Intercom button in the lower right corner if you have any trouble.

Once the open beta concludes, we’ll have a vote of veteran users (over 1k karma as of yesterday) on whether to change the code at lesswrong.com over to the new design or not. It seems important to look into the dark and have an escape valve in case this is the wrong direction for LW. If the vote goes through, we’ll import the new LW activity since the previous import to the new servers, merging the two, and point the url to the new servers. If it doesn’t, we’ll likely turn LW into an archive.

Oliver Habryka will be posting shortly with his views on LW and more details on our plans for how LW 2.0 will further intellectual progress in the community.

## LW 2.0 Strategic Overview

47 15 September 2017 03:00AM

Hey Everyone!

This is the post for discussing the vision that I and the rest of the LessWrong 2.0 team have for the new version of LessWrong, and to just generally bring all of you up to speed with the plans for the site. This post has been overdue for a while, but I was busy coding on LessWrong 2.0, and I am myself not that great of a writer, which means writing things like this takes quite a long time for me, and so this ended up being delayed a few times. I apologize for that.

With Vaniver’s support, I’ve been the primary person working on LessWrong 2.0 for the last 4 months, spending most of my time coding while also talking to various authors in the community, doing dozens of user-interviews and generally trying to figure out how to make LessWrong 2.0 a success. Along the way I’ve had support from many people, including Vaniver himself who is providing part-time support from MIRI, Eric Rogstad who helped me get off the ground with the architecture and infrastructure for the website, Harmanas Chopra who helped build our Karma system and did a lot of user-interviews with me, Raemon who is doing part-time web-development work for the project, and Ben Pace who helped me write this post and is basically co-running the project with me (and will continue to do so for the foreseeable future).

We are running on charitable donations, with \$80k in funding from CEA in the form of an EA grant and \$10k in donations from Eric Rogstad, which will go to salaries and various maintenance costs. We are planning to continue running this whole project on donations for the foreseeable future, and legally this is a project of CFAR, which helps us a bunch with accounting and allows people to get tax benefits from giving us money.

Now that the logistics is out of the way, let’s get to the meat of this post. What is our plan for LessWrong 2.0, what were our key assumptions in designing the site, what does this mean for the current LessWrong site, and what should we as a community discuss more to make sure the new site is a success?

Here’s the rough structure of this post:

• My perspective on why LessWrong 2.0 is a project worth pursuing
• A summary of the existing discussion around LessWrong 2.0
• The models that I’ve been using to make decisions for the design of the new site, and some of the resulting design decisions
• A set of open questions to discuss in the comments where I expect community input/discussion to be particularly fruitful

Why bother with LessWrong 2.0?

I feel that independently of how many things were and are wrong with the site and its culture, overall, over the course of its history, it has been one of the few places in the world that I know off where a spark of real discussion has happened, and where some real intellectual progress on actually important problems was made. So let me begin with a summary of things that I think the old LessWrong got right, that are essential to preserve in any new version of the site:

On LessWrong…

• I can contribute to intellectual progress, even without formal credentials
• I can sometimes have discussions in which the participants focus on trying to convey their true reasons for believing something, as opposed to rhetorically using all the arguments that support their position independent of whether those have any bearing on their belief
• I can talk about my mental experiences in a broad way, such that my personal observations, scientific evidence and reproducible experiments are all taken into account and given proper weighting. There is no narrow methodology I need to conform to to have my claims taken seriously.
• I can have conversations about almost all aspects of reality, independently of what literary genre they are associated with or scientific discipline they fall into, as long as they seem relevant to the larger problems the community cares about
• I am surrounded by people who are knowledgeable in a wide range of fields and disciplines, who take the virtue of scholarship seriously, and who are interested and curious about learning things that are outside of their current area of expertise
• We have a set of non-political shared goals for which many of us are willing to make significant personal sacrifices
• I can post long-form content that takes up as much space at it needs to, and can expect a reasonably high level of patience of my readers in trying to understand my beliefs and arguments
• Content that I am posting on the site gets archived, is searchable and often gets referenced in other people's writing, and if my content is good enough, can even become common knowledge in the community at large
• The average competence and intelligence on the site is high, which allows discussion to generally happen on a high level and allows people to make complicated arguments and get taken seriously
• There is a body of writing that is generally assumed to have been read by most people  participating in discussions that establishes philosophical, social and epistemic principles that serve as a foundation for future progress (currently that body of writing largely consists of the Sequences, but also includes some of Scott’s writing, some of Luke’s writing and some individual posts by other authors)

When making changes to LessWrong, I think it is very important to preserve all of the above features. I don’t think all of them are universally present on LessWrong, but all of them are there at least some of the time, and no other place that I know of comes even remotely close to having all of them as often as LessWrong has. Those features are what motivated me to make LessWrong 2.0 happen, and set the frame for thinking about the models and perspectives I will outline in the rest of the post.

I also think Anna, in her post about the importance of a single conversational locus, says another, somewhat broader thing, that is very important to me, so I’ve copied it in here:

1. The world is locked right now in a deadly puzzle, and needs something like a miracle of good thought if it is to have the survival odds one might wish the world to have.

2. Despite all priors and appearances, our little community (the "aspiring rationality" community; the "effective altruist" project; efforts to create an existential win; etc.) has a shot at seriously helping with this puzzle.  This sounds like hubris, but it is at this point at least partially a matter of track record.

3. To aid in solving this puzzle, we must probably find a way to think together, accumulatively. We need to think about technical problems in AI safety, but also about the full surrounding context -- everything to do with understanding what the heck kind of a place the world is, such that that kind of place may contain cheat codes and trap doors toward achieving an existential win. We probably also need to think about "ways of thinking" -- both the individual thinking skills, and the community conversational norms, that can cause our puzzle-solving to work better.

4. One feature that is pretty helpful here, is if we somehow maintain a single "conversation", rather than a bunch of people separately having thoughts and sometimes taking inspiration from one another.  By "a conversation", I mean a space where people can e.g. reply to one another; rely on shared jargon/shorthand/concepts; build on arguments that have been established in common as probably-valid; point out apparent errors and then have that pointing-out be actually taken into account or else replied-to).

5. One feature that really helps things be "a conversation" in this way, is if there is a single Schelling set of posts/etc. that people (in the relevant community/conversation) are supposed to read, and can be assumed to have read.  Less Wrong used to be a such place; right now there is no such place; it seems to me highly desirable to form a new such place if we can.

6. We have lately ceased to have a "single conversation" in this way.  Good content is still being produced across these communities, but there is no single locus of conversation, such that if you're in a gathering of e.g. five aspiring rationalists, you can take for granted that of course everyone has read posts such-and-such.  There is no one place you can post to, where, if enough people upvote your writing, people will reliably read and respond (rather than ignore), and where others will call them out if they later post reasoning that ignores your evidence.  Without such a locus, it is hard for conversation to build in the correct way.  (And hard for it to turn into arguments and replies, rather than a series of non sequiturs.)

The Existing Discussion Around LessWrong 2.0

Now that I’ve given a bit of context on why I think LessWrong 2.0 is an important project, it seems sensible to look at what has been said so far, so we don’t have to repeat the same discussions over and over again. There has already been a lot of discussion about the decline of LessWrong, the need for a new platform and the design of LessWrong 2.0, and I won’t be able to summarise it all here, but I can try my best to summarize the most important points, and give a bit of my own perspective on them.

Here is a comment by Alexandros, on Anna’s post I quoted above:

Please consider a few gremlins that are weighing down LW currently:

1. Eliezer's ghost -- He set the culture of the place, his posts are central material, has punctuated its existence with his explosions (and refusal to apologise), and then, upped and left the community, without actually acknowledging that his experiment (well kept gardens etc) has failed. As far as I know he is still the "owner" of this website, retains ultimate veto on a bunch of stuff, etc. If that has changed, there is no clarity on who the owner is (I see three logos on the top banner, is it them?), who the moderators are, who is working on it in general. I know tricycle are helping with development, but a part-time team is only marginally better than no-team, and at least no-team is an invitation for a team to step up.

[...]

...I consider Alexei's hints that Arbital is "working on something" to be a really bad idea, though I recognise the good intention. Efforts like this need critical mass and clarity, and diffusing yet another wave of people wanting to do something about LW with vague promises of something nice in the future... is exactly what I would do if I wanted to maintain the status quo for a few more years.

Any serious attempt at revitalising lesswrong.com should focus on defining ownership and plan clearly. A post by EY himself recognising that his vision for lw 1.0 failed and passing the batton to a generally-accepted BDFL would be nice, but i'm not holding my breath. Further, I am fairly certain that LW as a community blog is bound to fail. Strong writers enjoy their independence. LW as an aggregator-first (with perhaps ability to host content if people wish to, like hn) is fine. HN may have degraded over time, but much less so than LW, and we should be able to improve on their pattern.

I think if you want to unify the community, what needs to be done is the creation of a hn-style aggregator, with a clear, accepted, willing, opinionated, involved BDFL, input from the prominent writers in the community (scott, robin, eliezer, nick bostrom, others), and for the current lesswrong.com to be archived in favour of that new aggregator. But even if it's something else, it will not succeed without the three basic ingredients: clear ownership, dedicated leadership, and as broad support as possible to a simple, well-articulated vision. Lesswrong tried to be too many things with too little in the way of backing.

I think Alexandros hits a lot of good points here, and luckily these are actually some of the problems I am most confident we have solved. The biggest bottleneck – the thing that I think caused most other problems with LessWrong – is simply that there was nobody with the motivation, the mandate and the resources to fight against the inevitable decline into entropy. I feel that the correct response to the question of “why did LessWrong decline?” is to ask “why should it have succeeded?”.

In the absence of anyone with the mandate trying to fix all the problems that naturally arise, we should expect any online platform to decline. Most of the problems that will be covered in the rest of this post are things that could have been fixed many years ago, but simply weren’t because nobody with the mandate put much resources into fixing them. I think the cause for this was a diffusion of responsibility, and a lot of vague promises of problems getting solved by vague projects in the future. I myself put off working on LessWrong for a few months because I had some vague sense that Arbital would solve the problems that I was hoping to solve, even though Arbital never really promised to solve them. Then Arbital’s plan ended up not working out, and I had wasted months of precious time.

Since this comment was written, Vaniver has been somewhat unanimously declared benevolent dictator for life of LessWrong. He and I have gotten various stakeholders on board, received funding, have a vision, and have free time – and so we have the mandate, the resources and the motivation to not make the same mistakes. With our new codebase, link posts are now something I can build in an afternoon, rather than something that requires three weeks of getting permissions from various stakeholders, performing complicated open-source and confidentiality rituals, and hiring a new contractor who has to first understand the mysterious Reddit fork from 2008 that LessWrong is based on. This means at least the problem of diffusion of responsibility is solved.

Scott Alexander also made a recent comment on Reddit on why he thinks LessWrong declined, and why he is somewhat skeptical of attempts to revive the website:

1. Eliezer had a lot of weird and varying interests, but one of his talents was making them all come together so you felt like at the root they were all part of this same deep philosophy. This didn't work for other people, and so we ended up with some people being amateur decision theory mathematicians, and other people being wannabe self-help gurus, and still other people coming up with their own theories of ethics or metaphysics or something. And when Eliezer did any of those things, somehow it would be interesting to everyone and we would realize the deep connections between decision theory and metaphysics and self-help. And when other people did it, it was just "why am I reading this random bulletin board full of stuff I'm not interested in?"

2. Another of Eliezer's talents was carefully skirting the line between "so mainstream as to be boring" and "so wacky as to be an obvious crackpot". Most people couldn't skirt that line, and so ended up either boring, or obvious crackpots. This produced a lot of backlash, like "we need to be less boring!" or "we need fewer crackpots!", and even though both of these were true, it pretty much meant that whatever you posted, someone would be complaining that you were bad.

3. All the fields Eliezer wrote in are crackpot-bait and do ring a bunch of crackpot alarms. I'm not just talking about AI - I'm talking about self-help, about the problems with the academic establishment, et cetera. I think Eliezer really did have interesting things to say about them - but 90% of people who try to wade into those fields will just end up being actual crackpots, in the boring sense. And 90% of the people who aren't will be really bad at not seeming like crackpots. So there was enough kind of woo type stuff that it became sort of embarassing to be seen there, especially given the thing where half or a quarter of the people there or whatever just want to discuss weird branches of math or whatever.

4. Communities have an unfortunate tendency to become parodies of themselves, and LW ended up with a lot of people (realistically, probably 14 years old) who tended to post things like "Let's use Bayes to hack our utility functions to get superfuzzies in a group house!". Sometimes the stuff they were posting about made sense on its own, but it was still kind of awkward and the sort of stuff people felt embarassed being seen next to.

5. All of these problems were exacerbated by the community being an awkward combination of Google engineers with physics PhDs and three startups on one hand, and confused 140 IQ autistic 14 year olds who didn't fit in at school and decided that this was Their Tribe Now on the other. The lowest common denominator that appeals to both those groups is pretty low.

6. There was a norm against politics, but it wasn't a very well-spelled-out norm, and nobody enforced it very well. So we would get the occasional leftist who had just discovered social justice and wanted to explain to us how patriarchy was the real unfriendly AI, the occasional rightist who had just discovered HBD and wanted to go on a Galileo-style crusade against the deceptive establishment, and everyone else just wanting to discuss self-help or decision-theory or whatever without the entire community becoming a toxic outcast pariah hellhole. Also, this one proto-alt-right guy named Eugene Nier found ways to exploit the karma system to mess with anyone who didn't like the alt-right (ie 98% of the community) and the moderation system wasn't good enough to let anyone do anything about it.

7. There was an ill-defined difference between Discussion (low-effort random posts) and Main (high-effort important posts you wanted to show off). But because all these other problems made it confusing and controversial to post anything at all, nobody was confident enough to post in Main, and so everything ended up in a low-effort-random-post bin that wasn't really designed to matter. And sometimes the only people who didpost in Main were people who were too clueless about community norms to care, and then their posts became the ones that got highlighted to the entire community.

8. Because of all of these things, Less Wrong got a reputation within the rationalist community as a bad place to post, and all of the cool people got their own blogs, or went to Tumblr, or went to Facebook, or did a whole bunch of things that relied on illegible local knowledge. Meanwhile, LW itself was still a big glowing beacon for clueless newbies. So we ended up with an accidental norm that only clueless newbies posted on LW, which just reinforced the "stay off LW" vibe.

I worry that all the existing "resurrect LW" projects, including some really high-effort ones, have been attempts to break coincidental vicious cycles - ie deal with 8 and the second half of 7. I think they're ignoring points 1 through 6, which is going to doom them.

At least judging from where my efforts went, I would agree that I have spent a pretty significant amount of resources on fixing the problems that Scott described in point 6 and 7, but I also spent about equal time thinking about how to fix 1-5. The broader perspective that I have on those latter points is I think best illustrated in an analogy:

So while I do think that Eliezer’s writing encouraged topics that were slightly more likely to attract crackpots, I think a large chunk of the weird writing is just a natural consequence of being an intellectual community that has a somewhat constant influx of new members.

And having undergraduates go through the phase where they have bad ideas, and then have it explained to them why their ideas are bad, is important. I actually think it’s key to learning any topic more complicated than high-school mathematics. It takes a long time until someone can productively contribute to the intellectual progress of an intellectual community (in academia it’s at least 4 years, though usually more like 8), and during all that period they will say very naive and silly sounding things (though less and less so as time progresses). I think LessWrong can do significantly better than 4 years, but we should still expect that it will take new members time to acclimate and get used to how things work (based on user-interviews of a lot of top commenters it usually took something like 3-6 months until someone felt comfortable commenting frequently and about 6-8 months until someone felt comfortable posting frequently. This strikes me as a fairly reasonable expectation for the future).

And I do think that we have many graduate students and tenured professors of the rationality community who are not Eliezer, and who do not sound like crackpots, that can speak reasonably about the same topics Eliezer talked about, and who I feel are acting with a very similar focus to what Eliezer tried to achieve. Luke Muehlhauser, Carl Shulman, Anna Salamon, Sarah Constantin, Ben Hoffman, Scott himself and many more, most of whose writing would fit very well on LessWrong (and often still ends up there).

But all of this doesn’t mean what Scott describes isn’t a problem. It’s still a bad experience for everyone to constantly have to read through bad first year undergrad essays, but I think the solution can’t involve those essays not getting written at all. Instead it has to involve some kind of way of not forcing everyone to see those essays, while still allowing them to get promoted if someone shows up who does write something insightful from day one. I am currently planning to tackle this mostly with improvements to the karma system, as well as changes to the layout of the site, where users primarily post to their own profiles and can get content promoted to the frontpage by moderators and high-karma members. A feed consisting solely of content of the quality of the average Scott, Anna, Ben or Luke post would be an amazing read, and is exactly the kind of feed I am hoping to create with LessWrong, while still allowing users to engage with the rest of the content on the site (more on that later).

I would very very roughly summarize what Scott says in the first 5 points as two major failures: first a failure of separating the signal from the noise, and second a failure of enforcing moderation norms when people did turn out to be crackpots or just unable to productively engage with the material on the site. Both of which are natural consequences of the abandonment of promoting things to main, the fact that discussion is ordered by default by recency and not by some kind of scoring system, and the fact that the moderation tools were completely insufficient (but more on the details of that in the next section)

My models of LessWrong 2.0

I think there are three major bottlenecks that LessWrong is facing (after the zeroth bottleneck, which is just that no single group had the mandate, resources and motivation to fix any of the problems):

1. We need to be able to build on each other’s intellectual contributions, archive important content and avoid primarily being news-driven
2. We need to improve the signal-to-noise ratio for the average reader, and only broadcast the most important writing
3. We need to actively moderate in a way that is both fun for the moderators, and helps people avoid future moderation policy violations

I.

The first bottleneck for our community, and the biggest I think, is the ability to build common knowledge. On facebook, I can read an excellent and insightful discussion, yet one week later I forgot it. Even if I remember it, I don’t link to the facebook post (because linking to facebook posts/comments is hard) and it doesn’t have a title so I don’t casually refer to it in discussion with friends. On facebook, ideas don’t get archived and built upon, they get discussed and forgotten. To put this another way, the reason we cannot build on the best ideas this community had over the last five years, is because we don’t know what they are. There’s only fragments of memories of facebook discussions which maybe some other people remember. We have the sequences, and there’s no way to build on them together as a community, and thus there is stagnation.

Contrast this with science. Modern science is plagued by many severe problems, but of humanity’s institutions it has perhaps the strongest record of being able to build successfully on its previous ideas. The physics community has this system where the new ideas get put into journals, and then eventually if they’re new, important, and true, they get turned into textbooks, which are then read by the upcoming generation of physicists, who then write new papers based on the findings in the textbooks. All good scientific fields have good textbooks, and your undergrad years are largely spent reading them. I think the rationality community has some textbooks, written by Eliezer (and we also compiled a collection of Scott’s best posts that I hope will become another textbook of the community), but there is no expectation that if you write a good enough post/paper that your content will be included in the next generation of those textbooks, and the existing books we have rarely get updated. This makes the current state of the rationality community analogous to a hypothetical state of physics, had physics no journals, no textbook publishers, and only one textbook that is about a decade old.

This seems to me what Anna is talking about - the purpose of the single locus of conversation is the ability to have common knowledge and build on it. The goal is to have every interaction with the new LessWrong feel like it is either helping you grow as a rationalist or has you contribute to lasting intellectual progress of the community. If you write something good enough, it should enter the canon of the community. If you make a strong enough case against some existing piece of canon, you should be able to replace or alter that canon. I want writing to the new LessWrong to feel timeless.

To achieve this, we’ve built the following things:

• We created a section for core canon on the site that is prominently featured on the frontpage and right now includes Rationality: A-Z, The Codex (a collection of Scott’s best writing, compiled by Scott and us), and HPMOR. Over time I expect these to change, and there is a good chance HPMOR will move to a different section of the site (I am considering adding an “art and fiction” section) and will be replaced by a new collection representing new core ideas in the community.
• Sequences are now a core feature of the website. Any user can create sequences of their own and other users posts, and those sequences themselves can be voted and commented on. The goal is to help users compile the best writing on the site, and make it so that good timeless writing gets read by users for a long time, as opposed to disappearing into the void. Separating creative and curatorial effort allows the sort of professional specialization that you see in serious scientific fields.
• Of those sequences, the most upvoted and most important ones will be chosen to be prominently featured on other sections of the site, allowing users easy access to read the best content on the site and get up to speed with the current state of knowledge of the community.
• For all posts and sequences the site keeps track of how much of them you’ve read (including importing view-tracking from old LessWrong, so you will get to see how much of the original sequences you’ve actually read). And if you’ve read all of a sequence you get a small badge that you can choose to display right next to your username, which helps people navigate how much of the content of the site you are familiar with.
• The design of the core content of the site (e.g. the Sequences, the Codex, etc.) tries to communicate a certain permanence of contributions. The aesthetic feels intentionally book-like, which I hope gives people a sense that their contributions will be archived, accessible and built-upon.
One important issue with this is that there also needs to be a space for sketches on LessWrong. To quote PaulGraham: “What made oil paint so exciting, when it first became popular in the fifteenth century, was that you could actually make the finished work from the prototype. You could make a preliminary drawing if you wanted to, but you weren't held to it; you could work out all the details, and even make major changes, as you finished the painting.”
• We do not want to discourage sketch-like contributions, and want to build functionality that helps people build a finished work from a prototype (this is one of the core competencies of Google Docs, for example).

And there are some more features the team is hoping to build in this direction, such as:

• Easier archiving of discussions by allowing discussions to be turned into top-level posts (similar to what Ben Pace did with a recent Facebook discussion between Eliezer, Wei Dai, Stuart Armstrong, and some others, which he turned into a post on LessWrong 2.0
• The ability to continue reading the content you’ve started reading with a single click from the frontpage. Here's an example logged-in frontpage:

II.

The second bottleneck is improving the signal-to-noise ratio. It needs to be possible for someone to subscribe to only the best posts on LessWrong, and only the most important content needs to turned into common-knowledge.

I think this is a lot of what Scott was pointing at in his summary about the decline of LessWrong. We need a way for people to learn from their mistakes, while also not flooding the inboxes of everyone else, and while giving people active feedback on how to improve in their writing.

The site structure:

To solve this bottleneck, here is the rough content structure that I am currently planning to implement on LessWrong:

The writing experience:

If you write a post, it first shows up nowhere else but your personal user page, which you can basically think of being a medium-style blog. If other users have subscribed to you, your post will then show up on their frontpages (or only show up after it hit a certain karma threshold, if users who subscribed to you set a minimum karma threshold). If you have enough karma you can decide to promote your content to the main frontpage feed (where everyone will see it by default), or a moderator can decide to promote your content (if you allowed promoting on that specific post). The frontpage itself is sorted by a scoring system based on the HN algorithm, which uses a combination of total karma and how much time has passed since the creation of the post.

If you write a good comment on a post a moderator or a high-karma user can promote that comment to the frontpage as well, where we will also feature the best comments on recent discussions.

Meta

Meta will just be a section of the site to discuss changes to moderation policies, issues and bugs with the site, discussion about site features, as well as general site-policy issues. Basically the thing that all StackExchanges have. Karma here will not add to your total karma and will not give you more influence over the site.

Featured posts

In addition to the main thread, there is a promoted post section that you can subscribe to via email and RSS, that has on average three posts a week, which for now are just going to be chosen by moderators and editors on the site to be the posts that seem most important to turn into common-knowledge for the community.

Meetups (implementation unclear)

There will also be a separate section of the site for meetups and event announcements that will feature a map of meetups, and generally serve as a place to coordinate the in-person communities. The specific implementation of this is not yet fully figured out.

Shortform (implementation unclear)

Many authors (including Eliezer) have requested a section of the site for more short-form thoughts, more similar to the length of an average FB post. It seems reasonable to have a section of the site for that, though I am not yet fully sure how it should be implemented.

Why?

The goal of this structure is to allow users to post to LessWrong without their content being directly exposed to the whole community. Their content can first be shown to the people who follow them, or the people who actively seek out content from the broader community by scrolling through all new posts. Then, if a high-karma users among them finds their content worth posting to the frontpage, it will get promoted. The key to this is a larger userbase that has the ability to promote content (i.e. many more than have the ability to promote content to main on the current LessWrong), and the continued filtering of the frontpage based on the karma level of the posts.

The goal of all of these is to allow users to see good content at various levels of engagement with the site, while giving some personalization options so that people can follow the people they are particularly interested and while also ensuring that this does not sabotage the attempt at building common knowledge by having the best posts from the whole ecosystem be featured and promoted on the frontpage.

The karma system:

Another thing I’ve been working on to fix the signal-to-noise ratio is to improve the karma system. It’s important that the people having the most significant insights are able to shape a field more. If you’re someone who regularly produces real insights, you’re better able to notice and bring up other good ideas. To achieve this we’ve built a new karma system, where your upvotes and downvotes weight more if you have a lot of karma already. So far the current weighting is a very simple heuristic, whereby your upvotes and downvotes count for log base 5 of your total karma. Ben and I will post another top-level post to discuss just the karma system at some point in the next few weeks, but feel free to ask any questions now, and we will just include those in that post.

(I am currently experimenting with a karma system based on the concept of eigendemocracy by Scott Aaronson, which you can read about here, but which basically boils down to applying Google’s PageRank algorithm to karma allocation. How trusted you are as a user (your karma) is based on how much trusted users upvote you, and the circularity of this definition is solved using linear algebra.)

I am also interested in having some form of two-tiered voting, similarly to how Facebook has a primary vote interaction (the like) and a secondary interaction that you can access via a tap or a hover (angry, sad, heart, etc.). But the implementation of that is also currently undetermined.

III

The third and last bottleneck is an actually working moderation system that is fun to use by moderators, while also giving people whose content was moderated a sense of why, and how they can improve.

The most common, basic complaint currently on LessWrong pertains to trolls and sockpuppet accounts that the reddit fork’s mod tools are vastly inadequate for dealing with (Scott's sixth point refers to this). Raymond Arnold and I are currently building more nuanced mod tools, that include abilities for moderators to set the past/future votes of a user to zero, to see who upvoted a post, and to know the IP address that an account comes from (this will be ready by the open beta).

Besides that, we are currently working on cultivating a moderation group we are calling “Sunshine Regiment.” Members of the sunshine regiment that will have the ability to take various smaller moderation actions around the site (such as temporarily suspending comment threads, making general moderating comments in a distinct font and promoting content), and so will have the ability to generally shape the culture and content of the website to a larger degree.

The goal is moderation that goes far beyond dealing with trolls, and actively makes the epistemic norms a ubiquitous part of the website. Right now Ben Pace is thinking about moderation norms that encourage archiving and summarizing good discussion, as well as other patterns of conversation that will help the community make intellectual progress. He’ll be posting to the open beta to discuss what norms the site and moderators should have in the coming weeks. We're both in agreement that moderation can and should be improved, and that moderators need better tools, and would appreciate good ideas about what else to give them.

How you can help and issues to discuss:

The open beta of the site is starting in a week, and so you can see all of this for yourself. For the duration of the open beta, we’ll continue the discussion on the beta site. At the conclusion of the open beta, we plan to have a vote open to those who had a thousand karma or more on 9/13 to determine whether we should move forward with the new site design, which would move to the lesswrong.com url from its temporary beta location, or leave LessWrong as it is now. (As this would represent the failure of the plan to revive LW, this would likely lead to the site being archived rather than staying open in an unmaintained state.) For now, this is an opportunity for the current LessWrong community to chime in here and object to anything in this plan.

During the open beta (and only during that time) the site will also have an Intercom button in the bottom right corner that allows you to chat directly with us. If you run into any problems, or notice any bugs, feel free to ping us directly on there and Ben and I will try to help you out as soon as possible.

Here are some issues where I discussion would be particularly fruitful:

• What are your thoughts about the karma system? Does an eigendemocracy based system seem reasonable to you? How would you implement the details? Ben and I will post our current thoughts on this in a separate post in the next two weeks, but we would be interested in people’s unprimed ideas.
• What are your experiences with the site so far? Is anything glaringly missing, or are there any bugs you think I should definitely fix?
• Do you have any complaints or thoughts about how work on LessWrong 2.0 has been proceeding so far? Are there any worries or issues you have with the people working on it?
• What would make you personally use the new LessWrong? Is there any specific feature that would make you want to use it? For reference, here is our current feature roadmap for LW 2.0.
• And most importantly, do you think that the LessWrong 2.0 project is doomed to failure for some reason? Is there anything important I missed, or something that I misunderstood about the existing critiques?
The closed beta can be found at www.lesserwrong.com.

Ben, Vaniver, and I will be in the comments!

## 2017 LessWrong Survey

21 13 September 2017 06:26AM

The 2017 LessWrong Survey is here! This year we're interested in community response to the LessWrong 2.0 initiative. I've also gone through and fixed as many bugs as I could find reported on the last survey, and reintroduced items that were missing from the 2016 edition. Furthermore new items have been introduced in multiple sections and some cut in others to make room. You can now export your survey results after finishing by choosing the 'print my results' option on the page displayed after submission. The survey will run from today until the 15th of October.

You can take the survey below, thanks for your time. (It's back in single page format, please allow some seconds for it to load):

## That Alien Message

111 22 May 2008 05:55AM

Followup toEinstein's Speed

Imagine a world much like this one, in which, thanks to gene-selection technologies, the average IQ is 140 (on our scale).  Potential Einsteins are one-in-a-thousand, not one-in-a-million; and they grow up in a school system suited, if not to them personally, then at least to bright kids.  Calculus is routinely taught in sixth grade.  Albert Einstein, himself, still lived and still made approximately the same discoveries, but his work no longer seems exceptional.  Several modern top-flight physicists have made equivalent breakthroughs, and are still around to talk.

(No, this is not the world Brennan lives in.)

One day, the stars in the night sky begin to change.

Some grow brighter.  Some grow dimmer.  Most remain the same.  Astronomical telescopes capture it all, moment by moment.  The stars that change, change their luminosity one at a time, distinctly so; the luminosity change occurs over the course of a microsecond, but a whole second separates each change.

It is clear, from the first instant anyone realizes that more than one star is changing, that the process seems to center around Earth particularly. The arrival of the light from the events, at many stars scattered around the galaxy, has been precisely timed to Earth in its orbit.  Soon, confirmation comes in from high-orbiting telescopes (they have those) that the astronomical miracles do not seem as synchronized from outside Earth.  Only Earth's telescopes see one star changing every second (1005 milliseconds, actually).

Almost the entire combined brainpower of Earth turns to analysis.

## New business opportunities due to self-driving cars

8 06 September 2017 08:07PM

This is a slightly expanded version of a talk presented at the Less Wrong European Community Weekend 2017.

Predictions about self-driving cars in the popular press are pretty boring. Truck drivers are losing their jobs, self-driving cars will be more rented than owned, transport becomes cheaper, so what. The interesting thing is how these things change the culture and economy and what they make possible.

I have no idea about most of this. I don't know if self-driving cars accelerate or decelerate urbanization, I don't know how public transport responds, I don't even care which of the old companies survive. What I do think is somewhat predictable is some of the business opportunities become economical that previously weren't. I disregard retail, which would continue moving to online retail at the expense of brick and mortar stores even if the FedEx trucks would continue to be driven by people.

### Diversification of vehicle types

A family car that you own has to be somewhat good at many different jobs. It has to get you places fast. It has to be a thing that can transport lots of groceries. It has to take your kid to school.

With self-driving cars that you rent for each seperate job, you want very different cars. A very fast one to take you places. A roomy one with easy access for your groceries. And a tiny, cute, unicorn-themed one that takes your kid to school.

At the same time, the price of autonomy is dropping faster than the price of batteries, so you want the lowest mass car that can do the job. So a car that is very fast and roomy and unicorn-themed at the same time isn't economical.

So if you're an engineer or a designer, consider going into vehicle design. There's an explosion of creativity about to happen in that field that will make it very different from the subtle iterations in car design of the past couple of decades.

Who wins: Those who design useful new types of autonomous vehicles for needs that are not, or badly, met by general purpose cars.

Who loses: Owners of general purpose cars, which lose value rapidly.

### Services at home

If you have a job where customers come to visit you, say you're a doctor or a hairdresser or a tattoo artist, your field of work is about to change completely. This is because services that go visit the customer outcompete ones that the customer has to go visit. They're more convenient and they can also easily service less mobile customers. This already exists for rich people: If you have a lot of money, you pay for your doctor's cab and have her come to your mansion. But with transport prices dropping sharply, this reaches the mass market.

This creates an interesting dynamic. In this kind of job, you have some vague territory - your customers are mostly from your surrounding area and your number of competitors inside this area is relatively small. With services coming to the home, everyone's territories become larger, so more of them overlap, creating competition and discomfort. I believe the typical solution, which reinstates a more stable business situation and requires no explicit coordination, is increased specialization within your profession. So a doctor might be less of her district's general practitioner and more of her city's leading specialist in one particular illness within one particular demographic. A hairdresser might be the city's expert for one particular type of haircut for one particular type of hair. And so on.

Who wins: Those who adapt quickly and steal customers from stationary services.

Who loses: Stationary services and their landlords.

### Rent anything

You will not just rent cars, you will rent anything that a car can bring to your home and take away again. You don't go to the gym, you have a mobile gym visit you twice a week. You don't own a drill that sits unused 99,9% of the time, you have a little drone bring you one for an hour for like two dollars. You don't buy a huge sound system for your occasional party, you rent one that's even huger and on wheels.

Best of all, you can suddenly have all sort of absurd luxuries, stuff that previously only millionaires or billionaires would afford, provided you only need it for an hour and it fits in a truck. The possibilities for business here are dizzying.

Who wins: People who come up with clever business models and the vehicles to implement them.

Who loses: Owners and producers of infrequently used equipment.

### Self-driving hotel rooms

This is a special case of the former but deserves its own category. Self-driving hotel rooms replace not just hotel rooms, but also tour guides and your holiday rental car. They drive you to all the tourist sites, they stop at affiliated restaurants, they occasionally stop at room service stations. And on the side, they do overnight trips from city to faraway city, competing with airlines.

Who wins: The first few companies who perfect this.

Who loses: Stationary hotels and motels.

### Rise of alcoholism and drug abuse

Lots of people lack intrinsic motivation to be sober. They basically can't decide against taking something. Many of them currently make do with extrinsic motivation: They manage to at least not drink while driving. In other words, for a large number of people, driving is their only reason not to drink or do drugs. That reason is going away and consumption is sure to rise accordingly.

Hey I didn't say all the business opportunities were particularly ethical. But if you're a nurse or doctor, if you go into addiction treatment you're probably good.

Who wins: Suppliers of mind-altering substances and rehab clinics.

Who loses: The people who lack intrinsic motivation to be sober, and their family and friends.

### Autonomous boats and yachts

While there's a big cost advantage to vehicle autonomy in cars, it is arguably even bigger in boats. You don't need a sailing license, you don't need to hire skilled sailors, you don't need to carry all the room and food those sailors require. So the cost of going by boat drops a lot, and there's probably a lot more traffic in (mostly coastal) waters. Again very diverse vehicles, from the little skiff that transports a few divers or anglers to the personal yacht that you rent for your honeymoon. This blends into the self-driving hotel room, just on water.

Who wins: Shipyards, especially the ones that adapt early.

Who loses: Cruise ships and marine wildlife.

### Mobile storage

The only reason we put goods in warehouses is that it is too expensive to just leave them in the truck all the way from the factory to the buyer. That goes away as well, although with the huge amounts of moved mass involved this transition is probably slower than the others. Shipping containers on wheels already exist.

Who wins: Manufacturers, and logistics companies that can provide even better just in time delivery.

Who loses: Intermediate traders, warehouses and warehouse workers.

That's all I got for now. And I'm surely missing the most important innovation that self-driving vehicles will permit. But until that one becomes clear, maybe work with the above. All of these are original ideas that I haven't seen written down anywhere. So if like one of these and would like to turn it into a business, you're a step ahead of nearly everybody right now and I hope it makes you rich. If it does, you can buy me a beer. :-)

## Heuristics for textbook selection

8 06 September 2017 04:17AM

Back in 2011, lukeprog posted a textbook recommendation thread.  It's a nice thread, but not every topic has a textbook recommendation.  What are some other heuristics for selecting textbooks besides looking in that thread?

Amazon star rating is the obvious heuristic, but it occurred to me that Amazon sales rank might actually be more valuable: It's an indicator that profs are selecting the textbook for their classes.  And it's an indicator that the textbook has achieved mindshare, meaning you're more likely to learn the same terminology that others use.  (But there are also disadvantages of having the same set of mental models that everyone else is using.)

Somewhere I read that Elements of Statistical Learning was becoming the standard machine learning text partially because it's available for free online.  That creates a wrinkle in the sales rank heuristic, because people are less likely to buy a book if they can get it online for free.  (Though Elements of Statistical Learning appears to be a #1 bestseller on Amazon, in bioinformatics.)

Another heuristic is to read the biographies of the textbook authors and figure out who has the most credible claim to expertise, or who seems to be the most rigorous thinker (e.g. How Brands Grow is much more data-driven than a typical marketing book).  Or try to figure out what text the most expert professors are choosing for their classes.  (Oftentimes you can find the syllabi of their classes online.  I guess the naive path would probably look something like: go to US News to see what the top ranked universities are for the subject you're interested in.  Look at the university's course catalog until you find the course that covers the topic you want to learn.  Do site:youruniversity.edu course_id on Google in order to find the syllabus for the most recent time that course was taught.)

## Online discussion is better than pre-publication peer review

12 05 September 2017 01:25PM

During a recent discussion about (in part) academic peer review, some people defended peer review as necessary in academia, despite its flaws, for time management. Without it, they said, researchers would be overwhelmed by "cranks and incompetents and time-card-punchers" and "semi-serious people post ideas that have already been addressed or refuted in papers already". I replied that on online discussion forums, "it doesn't take a lot of effort to detect cranks and previously addressed ideas". I was prompted by Michael Arc and Stuart Armstrong to elaborate. Here's what I wrote in response:

My experience is with systems like LW. If an article is in my own specialty then I can judge it easily and make comments if it’s interesting, otherwise I look at its votes and other people’s comments to figure out whether it’s something I should pay more attention to. One advantage over peer review is that each specialist can see all the unfiltered work in their own field, and it only takes one person from all the specialists in a field to recognize that a work may be promising, then comment on it and draw others’ attentions. Another advantage is that nobody can make ill-considered comments without suffering personal consequences since everything is public. This seem like an obvious improvement over standard pre-publication peer review, for the purpose of filtering out bad work and focusing attention on promising work, and in practice works reasonably well on LW.

Apparently some people in academia have come to similar conclusions about how peer review is currently done and are trying to reform it in various ways, including switching to post-publication peer review (which seems very similar to what we do on forums like LW). However it's troubling (in a "civilizational inadequacy" sense) that academia is moving so slowly in that direction, despite the necessary enabling technology having been invented a decade or more ago.

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