Best career models for doing research?

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research

Ideally, I’d like to save the world. One way to do that involves contributing academic research, which raises the question of what’s the most effective way of doing that.

The traditional wisdom says if you want to do research, you should get a job in a university. But for the most part the system seems to be set up so that you first spend a long time working for someone else and research their ideas, after which you can lead your own group, but then most of your time will be spent on applying for grants and other administrative trivia rather than actually researching the interesting stuff. Also, in Finland at least, all professors need to also spend time doing teaching, so that’s another time sink. I suspect I would have more time to actually dedicate on research, and I could get doing it quicker, if I took a part-time job and did the research in my spare time. E.g. the recommended rates for a freelance journalist in Finland would allow me to spend a week each month doing work and three weeks doing research, of course assuming that I can pull off the freelance journalism part. What (dis)advantages does this have compared to the traditional model? Some advantages:

Some disadvantages:

**EDIT: **Note that while I certainly do appreciate comments specific to my situation, I posted this over at LW and not Discussion because I was hoping the discussion would also be useful for others who might be considering an academic path. So feel free to also provide commentary that’s US-specific, say.

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=3BZaSBSMGNjrjZHYv

I believe that most people hoping to do independent academic research vastly underestimate both the amount of prior work done in their field of interest, and the advantages of working with other very smart and knowledgeable people. Note that it isn’t just about working with other people, but with other very smart people. That is, there is a difference between "working at a university /​ research institute" and "working at a top university /​ research institute". (For instance, if you want to do AI research in the U.S., you probably want to be at MIT, Princeton, Carnegie Mellon, Stanford, CalTech, or UC Berkeley. I don’t know about other countries.)

Unfortunately, my general impression is that most people on LessWrong are mostly unaware of the progress made in statistical machine learning (presumably the brand of AI that most LWers care about) and cognitive science in the last 20 years (I mention these two fields because I assume they are the most popular on LW, and also because I know the most about them). And I’m not talking about impressive-looking results that dodge around the real issues, I’m talking about fundamental progress towards resolving the key problems in artificial intelligence. Anyone planning to do AI research should probably at least understand these first, and what the remaining obstacles are.

You aren’t going to understand this without doing a lot of reading, and by the time you’ve done that reading, you’ll probably have identified a research group whose work clearly reflects your personal research goals. At this point it seems like the obvious next step is to apply to work with that group as a graduate student /​ post doc. This circumvents the problem of having to work on research you aren’t interested in. As for other annoyances, while teaching can potentially be a time-sink, the rest of "wasted" time seems to be about publishing your work; I really find it hard to justify not publishing your work, since (a) other people need to know about it, and (b) writing up your results formally oftentimes leads to a noticeably deeper understanding than otherwise. Of course, you can waste time trying to make your results look better than they are, but this certainly isn’t a requirement and has obvious ethical issues.

EDIT: There is the eventual problem that senior professors spend more and more of their time on administrative work /​ providing guidance to their lab, rather than doing research themselves. But this isn’t going to be an issue until you get tenure, which is, if you do a post-doc, something like 10-15 years out from starting graduate school.

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=jD9KbTdjmhCXhmjka

There is the eventual problem that senior professors spend more and more of their time on administrative work /​ providing guidance to their lab, rather than doing research themselves. But this isn’t going to be an issue until you get tenure, which is, if you do a post-doc, something like 10-15 years out from starting graduate school.

This might not even be a significant problem when the time does come around. High fluid intelligence only lasts for so long, and thus using more crystallized intelligence later on in life to guide research efforts rather than directly performing research yourself is not a bad strategy if the goal is to optimize for the actual research results.

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Those are roughly my thoughts as well, although I’m afraid that I only believe this to rationalize my decision to go into academia. While the argument makes sense, there are definitely professors that express frustration with their position.

What does seem like pretty sound logic is that if you could get better results without a research group, you wouldn’t form a research group. So you probably won’t run into the problem of achieving suboptimal results from administrative overhead (you could always just hire less people), but you might run into the problem of doing work that is less fun than it could be.

Another point is that plausibly some other profession (corporate work?) would have less administrative overhead per unit of efficiency, but I don’t actually believe this to be true.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=bLffofu6ZFB72ebdt

… the progress made in statistical machine learning (presumably the brand of AI that most LWers care about) and cognitive science in the last 20 years… And I’m not talking about impressive-looking results that dodge around the real issues, I’m talking about fundamental progress towards resolving the key problems in artificial intelligence.

Could you point me towards some articles here? I fully admit I’m unaware of most of this progress, and would like to learn more.

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A good overview would fill up a post on its own, but some relevant topics are given below. I don’t think any of it is behind a paywall, but if it is, let me know and I’ll link to another article on the same topic. In cases where I learned about the topic by word of mouth, I haven’t necessarily read the provided paper, so I can’t guarantee the quality for all of these. I generally tried to pick papers that either gave a survey of progress or solved a specific clearly interesting problem. As a result you might have to do some additional reading to understand some of the articles, but hopefully this is a good start until I get something more organized up.

Learning:

Online concept learning: rational rules for concept learning [a somewhat idealized situation but a good taste of the sorts of techniques being applied]

Learning categories: Bernoulli mixture model for document classification, spatial pyramid matching for images

Learning category hierarchies: nested Chinese restaurant process, hierarchical beta process

Learning HMMs (hidden Markov models): HDP-HMMs this is pretty new so the details haven’t been hammered out, but the article should give you a taste of how people are approaching the problem, although I also haven’t read this article; I forget where I read about HDP-HMMs, although another paper on HDPs is this one. I think the original article I read was one of Erik Sudderth’s, which are here. Another older algorithm is the Baum-Welch algorithm.

Learning image characteristics: deep Boltzmann machines

Handwriting recognition: hierarchical Bayesian approach, basically the same as the previous research

Learning graphical models: a survey paper

Planning:

Planning in MDPs: value iteration, plus LQR trees for many physical systems

Planning in POMDPs: I don’t actually know much about this; my impression is that we need to do more work in this area, but approaches include reinforcement learning. A couple interesting papers: Bayes risk approach, plus a survey of hierarchical methods

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=iZRyxeNpATzcRYQ2P

… my general impression is that most people on LessWrong are mostly unaware of the progress made in statistical machine learning (presumably the brand of AI that most LWers care about) and cognitive science in the last 20 years … . And I’m not talking about impressive-looking results that dodge around the real issues, I’m talking about fundamental progress towards resolving the key problems in artificial intelligence. Anyone planning to do AI research should probably at least understand these first, and what the remaining obstacles are.

I’m not planning to do AI research, but I do like to stay no more than ~10 years out of date regarding progress in fields like this. At least at the intelligent-outsider level of understanding. So, how do I go about getting and keeping almost up-to-date in these fields. Is MacKay’s book a good place to start on machine learning? How do I get an unbiased survey of cognitive science? Are there blogs that (presuming you follow the links) can keep you up to date on what is getting a buzz?

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I haven’t read MacKay myself, but it looks like it hits a lot of the relevant topics.

You might consider checking out Tom Griffiths’ website, which has a reading list as well as several tutorials.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=X9yy5xt6RZ5Rv25sg

We should try to communicate with long letters (snail mail) more. Academics seem to have done that a lot in the past. From what I have seen these exchanges seem very productive, though this could be a sampling bias. I don’t see why there aren’t more ‘personal communication’ cites, except for them possibly being frowned upon.

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Why use snail mail when you can use skype? My lab director uses it regularly to talk to other researchers.

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Because it is written. Which makes it good for communicating complex ideas. The tradition behind it also lends it an air of legitimacy. Researchers who don’t already have a working relationship with each other will take each other’s letters more seriously.

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Upvoted for the good point about communication. Not sure I agree with the legitimacy part (what is p(Crackpot | Snail Mail) compared to p(Crackpot | Email)? I would guess higher).

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What I’m now wondering is, how does using email vs. snail mail affect the probability of using green ink, or its email equivalent...

Heh you are probably right. It just seemed strange to me how researchers cannot just communicate with each other as long as they have the same research interests. My first thought was that it might have been something to do with status games, where outsiders are not allowed. I suppose some exchanges require rapid and frequent feedback. But then, like you mentioned, wouldn’t Skype do?

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I’m not sure what the general case looks like, but the professors who I have worked with (who all have the characteristic that they do applied-ish research at a top research university) are both constantly barraged by more e-mails than they can possibly respond to. I suspect that as a result they limit communication to sources that they know will be fruitful.

Other professors in more theoretical fields (like pure math) don’t seem to have this problem, so I’m not sure why they don’t do what you suggest (although some of them do). And I am not sure that all professors run into the same problem as I have described, even in applied fields.

"In the past" as in before they had alternative methods of long distance communication, or after?

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=esWtoYjQvZrr35yDa

After several years as a post-doc I am facing a similar choice.

If I understand correctly you have no research experience so far. I’d strongly suggest completing a doctorate because:

  • you can use that time to network and establish a publication record

  • most advisors will allow you as much freedom as you can handle, particularly if you can obtain a scholarship so you are not sucking their grant money. Choose your advisor carefully.

  • you may well get financial support that allows you to work full time on your research for at least 4 years with minimal accountability

  • if you want, you can practice teaching and grant applications to taste how onerous they would really be

  • once you have a doctorate and some publications, it probably won’t be hard to persuade a professor to offer you an honorary (unpaid) position which gives you an institutional affiliation, library access, and maybe even a desk. Then you can go ahead with freelancing, without most of the disadvantages you cite.

You may also be able to continue as a post-doc with almost the same freedom. I have done this for 5 years. It cannot last forever, though, and the longer you go on, the more people will expect you to devote yourself to grant applications, teaching and management. That is why I’m quitting.

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=8pGXgoyyJJsdsTdaN

once you have a doctorate and some publications, it probably won’t be hard to persuade a professor to offer you an honorary (unpaid) position which gives you an institutional affiliation, library access, and maybe even a desk. Then you can go ahead with freelancing, without most of the disadvantages you cite.

Huh. That’s a fascinating idea, one which had never occurred to me. I’ll have to give this suggestion serious consideration.

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Ron Gross’s The Independent Scholar’s Handbook has lots of ideas like this. A lot of the details in it won’t be too useful, since it is mostly about history and the humanities, but quite a bit will be. It is also a bit old to have some more recent stuff, since there was almost no internet in 1993.

Or become a visiting professor in which you teach one or two courses a year in return for modest pay, affiliation and library access.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=rASGZcL4yomyLFvdq

I’m putting the finishing touches on a future Less Wrong post about the overwhelming desirability of casually working in Australia for 1-2 years vs "whatever you were planning on doing instead". It’s designed for intelligent people who want to earn more money, have more free time, and have a better life than they would realistically be able to get in the US or any other 1st world nation without a six-figure, part-time career… something which doesn’t exist. My world saving article was actually just a prelim for this.

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=fhMLG6K6gyht4sHDh

Are you going to accompany the "this is cool" part with a "here’s how" part? I estimate that would cause it to influence an order of magnitude more people, by removing an inconvenience that looks at least trivial and might be greater.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=hZSsgKvf4C3jfPr9R

I’m now thinking of why Australian readers should go to London and live in a cramped hovel in an interesting place. I feel like I’ve moved to Ankh-Morpork.

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Simple! Tell them they too can follow the way of Lu-Tze, The Sweeper! For is it not said, "Don’t knock a place you’ve never been to"

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=PJ5LbuhkLi6LEC97L

As someone already living in Australia and contemplating a relocation to the US for study purposes, I would be extremely interested in this article

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Come to England! It’s small, cramped and expensive! The stuff here is amazing, though.

(And the GBP is taking a battering while the AUD is riding high.)

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I was under the impression that England was quite difficult to emigrate to?

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My mother’s English, so I’m British by paperwork. Four-year working or study visas for Australians without a British parent are not impossible and can also be converted to a working one or even permanent residency if whatever hoops are in place at the time happen to suit.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=7j7oxcckr7Lxnwoym

Hope face.

Let’s see if you can beat my next 2 years in Brazil..… I’ve been hoping for something to come along (trying to defeat my status quo bias) but it has been really hard to find something comparable.

In fact, if this comment is upvoted enough, I might write a "How to be effective from wherever you are currently outside 1st world countries" post...… because if only I knew, life would be just, well, perfect. I assume many other latinos, africans, filipinos, and slavic fellows feel the same way!

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=4ABZttJz3Z2Y2zqTD

Louie? I was thinking about this years ago and would love to know more details. Hurry up and post it! :)

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=QkdXWYJiPTztwu2id

Color me very interested!

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=p62j7c4pnLt9zAe42

Consider taking a job as a database/​web developer at a university department. This gets you around journal paywalls, and is a low-stress job (assuming you have or can obtain above-average coding skills) that leaves you plenty of time to do your research. (My wife has such a job.) I’m not familiar with freelance journalism at all, but I’d still guess that going the software development route is lower risk.

Some comments on your list of advantages/​disadvantages:

  • Harder to network effectively. - I guess this depends on what kind of research you want to do. For the areas I’ve been interested in, networking does not seem to matter much (unless you count participating in online forums as networking :).

  • Journals might be biased against freelance researchers. - I publish my results online, informally, and somehow they’ve usually found an interested audience. Also, the journals I’m familiar with require anonymous submissions. Is this not universal?

  • Harder to combat akrasia. - Actually, might be easier.

A couple other advantages of the non-traditional path:

  • If you get bored you can switch topics easily.

  • I think it’s crazy to base one’s income on making research progress. How do you stay objective when you depend on your ideas being accepted as correct for food and shelter? Also, you’d be forced to pick research goals that have high probability of success (so you can publish and keep your job) instead of high expected benefit for humanity (or for your intellectual interests).

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=JBiF5hAqbnmuySJ6d

The largest disadvantage to not having, essentially, an apprenticeship is the stuff you don’t learn.

Now, if you want to research something where all you need is a keen wit, and there’s not a ton of knowledge for you to pick up before you start… sure, go ahead. But those topics are few and far between. (EDIT: oh, LW-ish stuff. Meh. Sure, then, I guess. I thought you meant researching something hard >:DDDDD

No, but really, if smart people have been doing research there for 50 years and we don’t have AI, that means that "seems easy to make progress" is a dirty lie. It may mean that other people haven’t learned much to teach you, though—you should put some actual effort (get responses from at least two experts) finding out of this is the case)

Usually, an apprenticeship will teach you:

  • What needs to be done in your field.

  • How to write, publicize and present your work. The communication protocols of the community. How to access the knowledge of the community.

  • How to use all the necessary equipment, including the equipment that builds other equipment.

  • How to be properly rigorous—a hard one in most fields, you have to make it instinctual rather than just known.

  • The subtle tricks an experienced researcher uses to actually do research—all sorts of things you might not have noticed on your own.

  • And more!

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=J8vPZeP92HDxYi9G3

Another idea is the "Bostrom Solution", i.e. be so brilliant that you can find a rich guy to just pay for you to have your own institute at Oxford University.

Then there’s the "Reverse Bostrom Solution": realize that you aren’t Bostrom-level brilliant, but that you could accrue enough money to pay for an institute for somebody else who is even smarter and would work on what you would have worked on. (FHI costs $400k/​year, which isn’t such a huge amount as to be unattainable by Kaj or a few Kaj-like entities collaborating)

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=LS6tsTgBjMaMvz45m

the "Reverse Bostrom Solution"

Sounds like a good bet even if you are brilliant. Make money, use money to produce academic institute, do your research in concert with academics at your institute. This solves all problems of needing to be part of academia, and also solves the problem of academics doing lots of unnecessary stuff—at your institute, academics will not be required to do unnecessary stuff.

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Maybe. The disadvantage is lag time, of course. Discount rate for Singularity is very high. Assume that there are 100 years to the singularity, and that P(success) is linearly decreasing in lag time; then every second approximately 25 galaxies are lost, assuming that the entire 80 billion galaxies’ fate is decided then.

25 galaxies per second. Wow.

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I’m surprised that noone has asked Roko where he got these numbers from.

Wikipedia says that there are about 80 billion galaxies in the "observable universe", so that part is pretty straightforward. Though there’s still the question of why all of them are being counted, when most of them probably aren’t reachable with slower-than-light travel.

But I still haven’t found any explanation for the "25 galaxies per second". Is this the rate at which the galaxies burn out? Or the rate at which something else causes them to be unreachable? Is it the number of galaxies, multiplied by the distance to the edge of the observable universe, divided by the speed of light?

calculating...

Wikipedia says that the comoving distance from Earth to the edge of the observable universe is about 14 billion parsecs (46 billion light-years short scale, i.e. 4.6 × 10^10 light years) in any direction.

Google Calculator says 80 billion galaxies /​ 46 billion light years = 1.73 galaxies per year, or 5.48 × 10^-8 galaxies per second

so no, that’s not it.

If I’m going to allow my mind to be blown by this number, I would like to know where the number came from.

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I also took a while to understand what was meant, so here is my understanding of the meaning:

Assumptions: There will be a singularity in 100 years. If the proposed research is started now it will be a successful singularity, e.g. friendly AI. If the proposed research isn’t started by the time of the singularity, it will be a unsuccessful (negative) singularity, but still a singularity. The probability of the successful singularity linearly decreases with the time when the research starts, from 100 percent now, to 0 percent in 100 years time.

A 1 in 80 billion chance of saving 80 billion galaxies is equivalent to definitely saving 1 galaxy, and the linearly decreasing chance of a successful singularity affecting all of them is equivalent to a linearly decreasing number being affected. 25 galaxies per second is the rate of that decrease.

I meant if you divide the number of galaxies by the number of seconds to an event 100 years from now. Yes, not all reachable. Probably need to discount by an order of magnitude for reachability at lightspeed.

Hmm, by the second wikipedia link there is no basis for the 80 billion galaxies since only a relatively small fraction of the observable universe (4.2%?) is reachable if limited by the speed of light, and if not the whole universe is probably at least 10^23 times larger (by volume or by radius?).

Guh. Every now and then something reminds me of how important the Singularity is. Time to reliable life extension is measured in lives per minute, time to Singularity is measured in galaxies per second.

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Now thats a way to eat up your brain.

Well conservatively assuming that each galaxy supports lives at 10^9 per sun per century (1/​10th of our solar system), that’s already 10^29 lives per second right there.

And assuming utilization of all the output of the sun for living, i.e. some kind of giant spherical shell of habitable land, we can add another 12 orders of magnitude straight away. Then if we upload people that’s probably another 10 orders of magnitude.

Probably up to 10^50 lives per second, without assuming any new physics could be discovered (a dubious assumption). If instead we assume that quantum gravity gives us as much of an increase in power as going from newtonian physics to quantum mechanics did, we can pretty much slap another 20 orders of magnitude onto it, with some small probability of the answer being "infinity".

In what I take to be a positive step towards viscerally conquering my scope neglect, I got a wave of chills reading this.

assuming that the entire 80 billion galaxies’ fate is decided then.

What’s your P of "the fate of all 80 billion galaxies will be decided on Earth in the next 100 years"?

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About 10% (if we ignore existential risk, which is a way of resolving the ambiguity of "will be decided"). Multiply that by opportunity cost of 80 billion galaxies.

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Could you please detail your working to get to this 10% number? I’m interested in how one would derive it, in detail.

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I restored the question as asking about probability that we’ll be finishing an FAI project in the next 100 years. Dying of engineered virus doesn’t seem like an example of "deciding the fate of 80 billion galaxies", although it’s determining that fate.

FAI looks really hard. Improvements in mathematical understanding to bridge comparable gaps in understanding can take at least many decades. I don’t expect a reasonable attempt at actually building a FAI anytime soon (crazy potentially world-destroying AGI projects go in the same category as engineered viruses). One possible shortcut is ems, that effectively compress the required time, but I estimate that they probably won’t be here for at least 80 more years, and then they’ll still need time to become strong enough and break the problem. (By that time, biological intelligence amplification could take over as a deciding factor, using clarity of thought instead of lots of time to think.)

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My question has only a little bit to do with the probability that an AI project is successful. It has mostly to do with P(universe goes to waste | AI projects are unsuccessful). For instance, couldn’t the universe go on generating human utility after humans go extinct?

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For instance, couldn’t the universe go on generating human utility after humans go extinct?

How? By coincidence?

(I’m assuming you also mean no posthumans, if humans go extinct and AI is unsuccessful.)

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Aliens. I would be pleased to learn that something amazing was happening (or was going to happen, long "after" I was dead) in one of those galaxies. Since it’s quite likely that something amazing is happening in one of those 80 billion galaxies, shouldn’t I be pleased even without learning about it?

Of course, I would be correspondingly distressed to learn that something horrible was happening in one of those galaxies.

Some complexities regarding "decided" since physics is deterministic, but hand waving that aside, I’d say 50%.

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With high probability, many of those galaxies are already populated. Is that irrelevant?

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I disagree. I claim that the probability of >50% of the universe being already populated (using the space of simultaneity defined by a frame of reference comoving with earth) is maybe 10%.

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"Already populated" is a red herring. What’s the probability that >50% of the universe will ever be populated? I don’t see any reason for it to be sensitive to how well things go on Earth in the next 100 years.

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I think it is likely that we are the only spontaneously-created intelligent species in the entire 4-manifold that is the universe, space and time included (excluding species which we might create in the future, of course).

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I’m curious to know how likely, and why. But do you agree that aliens are relevant to evaluating astronomical waste?

That seems contrary to the http://​​en.wikipedia.org/​​wiki/​​Self-Indication_Assumption

Do you have a critique—or a supporting argument?

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Yes, I have a critique. Most of anthropics is gibberish. Until someone makes anthropics work, I refuse to update on any of it. (Apart from the bits that are commonsensical enough to derive without knowing about "anthropics", e.g. that if your fising net has holes 2 inches big, don’t expect to catch fish smaller then 2 inches wide)

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I don’t think you can really avoid anthropic ideas—or the universe stops making sense. Some anthropic ideas can be challenging—but I think we have got to try.

Anyway, you did the critique—but didn’t go for a supporting argument. I can’t think of very much that you could say. We don’t have very much idea yet about what’s out there—and claims to know such things just seem over-confident.

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Basically Rare Earth seems to me to be the only tenable solution to Fermi’s paradox.

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Fermi’s paradox implying no aliens surely applies within-galaxy only. Many galaxies are distant, and intelligent life forming there concurrently (or long before us) is quite compatible with it not having arrived on our doorsteps yet—due to the speed of light limitation.

If you think we should be able to at least see life in distant galaxies, then, in short, not really—or at least we don’t know enough to say yea or nay on that issue with any confidence yet.

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The Andromeda Galaxy is 2.5 million light-years away. The universe is about 1250 million years old. Therefore that’s not far enough away to protect us from colonizing aliens travelling at 0.5c or above.

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The universe is about 13,750 million years old. The Fermi argument suggests that—if there were intelligent aliens in this galaxy, they should probably have filled it by now—unless they originated very close to us in time—which seems unlikely. The argument applies much more weakly to galaxies, because they are much further away, and they are separated from each other by huge regions of empty space. Also, the Andromeda Galaxy is just one galaxy. Say only one galaxy in 100 has intelligent life—and the Andromeda Galaxy isn’t among them. That bumps the required distance to be travelled up to 10 million light years or so.

Even within this galaxy, the Fermi argument is not that strong. Maybe intelligent aliens formed in the last billion years, and haven’t made it here yet—because space travel is tricky, and 0.1c is about the limit. The universe is only about 14 billion years old. For some of of that there were not too many second generations stars. The odds are against there being aliens nearby—but they are not that heavily stacked. For other galaxies, the argument is much, much less compelling.

There are strained applications of anthropics, like the doomsday argument. "What happened here might happen elsewhere" is much more innocuous.

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There are some more practical and harmless applications as well. In Nick Bostrom’s Anthropic Bias, for example, there is an application of the Self-Sampling Assumption to traffic analysis.

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Bostrom says: "Cars in the next lane really do go faster"

I agree.

Even Nick Bostrom, who is arguably the leading expert on anthropic problems, rejects SIA for a number of reasons (see his book Anthropic Bias). That alone is a pretty big blow to its credibility.

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That is curious. Anyway, the self-indication assumption seems fairly straight-forwards (as much as any anthropic reasoning is, anyway). The critical material from Bostrom on the topic I have read seems unpersuasive. He doesn’t seem to "get" the motivation for the idea in the first place.

If you think there is a significant probability that an intelligence explosion is possible or likely, then that question is sensitive to how well things go on Earth in the next 100 years.

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However likely they are, I expect intelligence explosions to be evenly distributed through space and time. If 100 years from now Earth loses by a hair, there are still plenty of folks around the universe who will win or have won by a hair. They’ll make whatever use of the 80 billion galaxies that they can—will they be wasting them?

If Earth wins by a hair, or by a lot, we’ll be competing with those folks. This also significantly reduces the opportunity cost Roko was referring to.

That seems like a rather exaggerated sense of importance. It may be a fun fantasy in which the fate of the entire universe hangs in the balance in the next century—but do bear in mind the disconnect between that and the real world.

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the disconnect between that and the real world.

Out of curiosity: what evidence would convince you that the fate of the entire universe does hang in the balance?

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No human-comparable aliens, for one.

Which seems awfully unlikely, the more we learn about solar systems.

"Convince me"—with some unspecified level of confidence? That is not a great question :-|

We lack knowlegde of the existence (or non-existence) of aliens in other galaxies. Until we have such knowledge, our uncertainty on this matter will necessarily be high—and we should not be "convinced" of anything.

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What evidence would convince you, with 95% confidence, that the fate of the universe hangs in the balance in this next century on Earth?

You may specify evidence such as "strong evidence that we are completely alone in the universe" even if you think it is unlikely we will get such evidence.

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I did get the gist of your question the first time—and answered according. The question takes us far into counter-factual territory, though.

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I was just curious to see if you rejected the fantasy on principle, or if you had other reasons.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=iyiZuzWnPrMoGDcHs

Unfortunately, FHI seems to have filled the vacancies it advertised earlier this month.

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Are you talking about these? (http://​​www.fhi.ox.ac.uk/​​news/​​2010/​​vacancies) This seems odd, the deadline for applications is on Jan 12th.

Comment

Oh yes—strange, I swear it said no vacancies...

Sure, so this favors the "Create a new James Martin" strategy.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=6kydwxzstTkew6uC3

An important academic option: get tenure at a less reputable school. In the States at least there are tons of universities that don’t really have huge research responsibilities (so you won’t need to worry about pushing out worthless papers, preparing for conferences, peer reviewing, etc), and also don’t have huge teaching loads. Once you get tenure you can cruise while focusing on research you think matters.

The down side is that you won’t be able to network quite as effectively as if you were at a more prestigious university and the pay isn’t quite as good.

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=zYFZ9kGRCMNXRwG2N

Don’t forget about the ridiculous levels of teaching you’re responsible for in that situation. Lots worse than at an elite institution.

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Not necessarily. I’m not referring to no-research universities, which do have much higher teaching loads (although still not ridiculous. Teaching 3 or 4 classes a semester is hardly strenuous). I’m referring to research universities that aren’t in the top 100, but which still push out graduate students.

My undegrad Alma Mater, Kansas University, for instance. Professors teach 1 or 2 classes a semester, with TA support (really, when you have TAs, teaching is not real work). They are still expected to do research, but the pressure is much less than at a top 50 school.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=zLQLnQf45PYErFRrN

But for the most part the system seems to be set up so that you first spend a long time working for someone else and research their ideas, after which you can lead your own group, but then most of your time will be spent on applying for grants and other administrative trivia rather than actually researching the interesting stuff. Also, in Finland at least, all professors need to also spend time doing teaching, so that’s another time sink.

This depends on the field, university, and maybe country. In many cases, doing your own research is the main focus from graduate school on. At research universities in the US, at least, doing research is a professor’s main job—although they do also have to do some teaching, apply for grants, and so on, professors are primarily judged by their publication record. In graduate school, many students get to work on their own research projects. A common model is: a professor who has some areas of interest & expertise gets graduate students who are interested in doing research in those areas. At first the students might work primarily on the professor’s projects, especially if they don’t have research ideas of their own yet, but during their time at grad school a student is expected to develop their own research ideas (within the same general area) and do their own projects, with guidance from the professor so that they can learn to do it well.

I think the academic route should work pretty well if you’re interested in topics that are an established part of an academic field. If you’re interested in an unusual topic that is not so well established, then you need to look and see if you’ll be able to make academia work. Will you be able to get articles about that topic published in academic journals? Can you find a grad school, and then a university job, where they will support & encourage your research on that topic?

If you can find any published articles related to the topic then that’s a starting point. Then I’d make a list of every researcher in the field who is interested in the topic, starting with the authors of published articles. Then look into all the grad students who have worked with those researchers, follow citation paths, and so on. You can get a decent sense of what academia might be like for you based on publicly available info (those researchers’ websites, their lists of publications, and so on), and then you can contact them for more info. If you do go to grad school, you might go to one of their universities, or to a university that they recommended.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=tXGvYvAgf5D4J8ZP3

One big disadvantage is that you won’t be interacting with other researchers from whom you can learn.

Research seems to be an insiders’ game. You only ever really see the current state of research in informal settings like seminars and lab visits. Conference papers and journal articles tend to give strange, skewed, out-of-context projections of what’s really going on, and books summarise important findings long after the fact.

Comment

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=syFG9xh6i9xvJ9XFJ

At the same time however, you might be able to interact with researchers more effectively. For example, you could spend some of those research weeks visiting selected labs and seminars and finding out what’s up. It’s true that this would force you to be conscientious about opportunities and networking, but that’s not necessarily a bad thing. Networks formed with a very distinct purpose are probably going to outperform those that form more accidentally. You wouldn’t be as tied down as other researchers, which could give you an edge in getting the ideas and experiences you need for your research, while simultaneously making you more valuable to others when necessary (For example, imagine if one of your important research contacts needs two weeks of solid help on something. You could oblige whereas others with less fluid obligations could not.).

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=vwamTTmv3xy2XWzSB

Being in a similar position (also as far as aversion to moving to e.g. US is concerned), I decided to work part time (roughly 1⁄5 of the time of even less) in software industry and spend the remainder of the day studying relevant literature, leveling up etc. for working on the FAI problem. Since I’m not quite out of the university system yet, I’m also trying to build some connections with our AI lab staff and a few other interested people in the academia, but with no intention to actually join their show. It would eat away almost all my time, so I could work on some AI-ish bio-informatics software or something similarly irrelevant FAI-wise.

There are of course some benefits in joining the academia, as you mentioned, but it seems to me that you can reap quite a bit of them by just befriending an assistant professor or two.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=wwdAtqxKKGT8ofQTz

Kaj, why don’t you add the option of getting rich in your 20s by working in finance, then paying your way into research groups in your late 30s? PalmPilot guy, uh Jeff Hawkins essentially did this. Except he was an entrepreneur.

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=mg44YuzGH8MRTHDgw

That doesn’t sound very easy.

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Sounds a heck of a lot easier than doing an equivalent amount of status grabbing within academic circles over the same time.

Money is a lot easier to game and status easier to buy.

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There is the minor detail that it really helps not to hate each and every individual second of your working life in the process. A goal will only pull you along to a certain degree.

(Computer types know all the money is in the City. I did six months of it. I found the people I worked with and the people whose benefit I worked for to be excellent arguments for an unnecessarily bloody socialist revolution.)

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A goal will only pull you along to a certain degree.

For many people that is about half way between the Masters and PhD degrees. ;)

If only being in a university was a guarantee of an enjoyable working experience.

Curious, why did it bother you that you disliked the people you worked with? Couldn’t you just be polite to them and take part in their jokes/​socialgames/​whatever? They’re paying you handsomely to be there, after all?

Or was it a case of them being mean to you?

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No, just loathsome. And the end product of what I did and finding the people I was doing it for loathsome.

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I dunno, "loathsome" sounds a bit theoretical to me. Can you be specific?

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One of my brother’s co-workers at Goldman Sachs has actively tried to sabotage his work. (Goldman Sachs runs on a highly competitive "up or out" system; you either get promoted or fired, and most people don’t get promoted. If my brother lost his job, his coworker would be more likely to keep his.)

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I don’t understand: he tried to sabotage his cowerker’s work, or his own?

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CronoDAS’s Brother’s Co-worker tried to sabotage CronoDAS’s Brother’s work.

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"Hamlet, in love with the old man’s daughter, the old man thinks."

Not without getting political. Fundamentally, I didn’t feel good about what I was doing. And I was just a Unix sysadmin.

This was just a job to live, not a job taken on in the furtherance of a larger goal.

Agreed. Average Prof is a nobody at 40, average financier is a millionaire. shrugs

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The average financier is a millionaire at 40?! What job is this, exactly?

Thank you for this. This was a profound revelation for me.

Upvoted for comedy.

Also, you can get a PhD in a relevant mathy discipline first, thereby satisfying the condition of having done research.

And the process of dealing with the real world enough to make money will hopefully leave you with better anti-akrasia tactics, better ability to achieve real-world goals, etc.

You might even be able to hire others.

I don’t think you need to be excessively rich. $1-4M ought to be enough.

Edit: oh, I forgot, you live in scandanavia, with a taxation system so "progressive" that it has an essential singularity at $100k. Might have to move to US.

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Might have to move to US.

I’m afraid that’s not really an option for me, due to various emotional and social issues. I already got horribly homesick during just a four month visit.

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Alaska might be a reasonable Finland substitute, weather-wise, but the other issues will be difficult to resolve (if you’re moving to the US to make a bunch of money, Alaska is not the best place to do it).

One of my favorite professors was Brazilian, who went to graduate school at the University of Rochester. Horrified (I used to visit my ex in upstate New York, and so was familiar with the horrible winters that take up 8 months of the year without the compensations that convince people to live in Scandinavia), I asked him how he liked the transition- and he said that he loved it, and it was the best time of his life. I clarified that I was asking about the weather, and he shrugged and said that in academia, you absolutely need to put the ideas first. If the best place for your research is Antarctica, that’s where you go.

The reason why I tell this story is that this is what successful professors look like, and only one tenth of the people that go to graduate school end up as professors. If you would be outcompeted by this guy instead of this guy, keep that in mind when deciding you want to enter academia. And, if you want to do research outside of academia, in order to do that well that requires more effort than research done inside of academia.

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It’s not the weather: I’d actually prefer a warmer climate than Finland has. It’s living in a foreign culture and losing all of my existing social networks.

I don’t have a problem with putting in a lot of work, but to be able to put in a lot of work, my life needs to be generally pleasant otherwise, and the work needs to be at least somewhat meaningful. I’ve tried the "just grit your teeth and toil" mentality, and it doesn’t work—maybe for someone else it does, but not for me.

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my life needs to be generally pleasant otherwise, and the work needs to be at least somewhat meaningful. I’ve tried the "just grit your teeth and toil" mentality, and it doesn’t work—maybe for someone else it does, but not for me.

The first part is the part I’m calling into question, not the second. Of course you need to be electrified by your work. It’s hard to do great things when you’re toiling instead of playing.

But your standards for general pleasantness are, as far as I can tell, the sieve for a lot of research fields. As an example, it is actually harder to be happy on a grad student/​postdoc salary; instead of it being shallow to consider that a challenge, it’s shallow-mindedness to not recognize that that is a challenge. It is actually harder to find a mate and start a family while an itinerant academic looking for tenure. (Other examples abound; two should be enough for this comment.) If you’re having trouble leaving your network of friends to go to grad school /​ someplace you can get paid more, then it seems likely that you will have trouble with the standard academic life or standard corporate life.

While there are alternatives, those tend not to play well with doing research, since the alternative tends to take the same kind of effort that you would have put into research. I should comment that I think a normal day job plus research on the side can work out but should be treated like writing a novel on the side- essentially, the way creative literary types play the lottery.

It’s living in a foreign culture and losing all of my existing social networks.

Of course it is! I am in the same situation. Just finished undergrad in philosophy. But here life is completely optimized for happiness:

  1. No errands
  2. Friends filtered through 15 years for intelligence, fun, beauty, awesomeness.
  3. Love, commitment, passion, and just plain sex with the one, and the others.
  4. Deep knowledge of the free culture available
  5. Ranking high in the city (São Paulo’s) social youth hierarchy
  6. Cheap services
  7. Family and acquaintances network.
  8. Freedom timewise to write my books
  9. Going to the park 10 min walking
  10. Having been to, and having friends who were in the US, and knowing for fact that life just is worse there....

This is how much fun I have, the list’s impact is the only reason I’m considering not going to study, get FAI faster, get anti-ageing faster.

If only life were just a little worse...… I would be in a plane towards posthumanity right now.

So how good has a life to be for you to be forgiven of not working for what really matters? Help me folks!

Well, you wanna make an omlet, you gotta break some eggs!

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Conditioning on yourself deeming it optimal to make a metaphorical omelet by breaking metaphorical eggs, metaphorical eggs will deem it less optimal to remain vulnerable to metaphorical breakage by you than if you did not deem it optimal to make a metaphorical omelet by breaking metaphorical eggs; therefore, deeming it optimal to break metaphorical eggs in order to make a metaphorical omelet can increase the difficulty you find in obtaining omelet-level utility.

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Many metaphorical eggs are not [metaphorical egg]::Utility maximizing agents.

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True, and to the extent that is not the case, the mechanism I specified would not activate.

Redefining one’s own utility function so as to make it easier to achieve is the road that leads to wireheading.

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Correct. However, the method I proposed does not involve redefining one’s utility function, as it leaves terminal values unchanged. It simply recognizes that certain methods of achieving one’s pre-existing terminal values are better than others, which leaves the utility function unaffected (it only alters instrumental values).

The method I proposed is similar to pre-commitment for a causal decision theorist on a Newcomb-like problem. For such an agent, "locking out" future decisions can improve expected utility without altering terminal values. Likewise, a decision theory that fully absorbs such outcome-improving "lockouts" so that it outputs the same actions without explicit pre-commitment can increase its expected utility for the same utility function.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=Sk3Mj6xsdGNJoXpvr

Do you have any advice for getting into Quant work? (I’m a second year maths student at Oxford, don’t know much about the city).

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An advice sheet for mathematicians considering becoming quants. It’s not a path that interests me, but if it was I think I’d find this useful.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=9ku6WAhfzWvQWyqLS

Are there any good ways of getting rich that don’t involve selling your soul?

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Please rephrase without using "selling your soul".

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Are there any good ways of getting rich that don’t involve a Faustian exchange with Lucifer himself?

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Pfft. No good ways.

Without corrupting my value system, I suppose? I’m interested in getting money for reasons other than my own benefit. I am not fully confident in my ability to enter a field like finance without either that changing or me getting burned out by those around me.

As well ask if there are hundred-dollar bills lying on sidewalks.

EDIT: 2 days after I wrote this, I was walking down the main staircase in the library and laying on the central landing, highly contrasted against the floor, in completely clear view of 4 or 5 people who walked past it, was a dollar bill. I paused for a moment reflecting on the irony that sometimes there are free lunches—and picked it up.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=uEqYXgHDokFXtAzBq

This thread raises the question about how many biologists and medical researchers are on here. Due to our specific cluster I expect a strong learning towards the IT people. So AI research gets over proportional recognition, while medical research including direct life extension falls on the wayside.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=J67Zv6oZiovdAg6hu

Speaking as someone who is in grad school now, even with prior research, the formal track of grad school is very helpful. I am doing research that I’m interested in. I don’ t know if I’m a representative sample in that regard. It may be that people have more flexibility in math than in other areas. Certainly my anecdotal impression is that people in some areas such as biology don’t have this degree of freedom. I’m also learning more about how to research and how to present my results. Those seem to be the largest advantages. Incidentally, my impression is that for grad school at least in many areas, taking a semester or two off if very stressed isn’t treated that badly if one is otherwise doing productive research.

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=5qcRyotsJYLXHBy4H

I am doing research that I’m interested in. I don’ t know if I’m a representative sample in that regard.

I’m in grad school in statistics and am in the same boat. It doesn’t seem that difficult to do research on something you’re interested in while still in grad school. In a nutshell, choose your major professor wisely. (And make sure the department is large enough that there are plenty of options)

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=2M6gNeCJKL3EhCtSM

Depending on what you’re planning to research, lack of access to university facilities could also be a major obstacle. If you have a reputation for credible research, you might be able to collaborate with people within the university system, but I suspect that making the original break in would be pretty difficult.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=Mp9uDtEkSPmXkfHYA

While it’s not geared specifically towards individuals trying to do research, the (Virtual) Employment Open Thread has relevant advice for making money with little work.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=zpTuyLGSu3ZjuDSie

If you had a paper that was good enough to get published if you were a professor then the SIAI could probably find a professor to co-author with you.

Google Scholar has greatly reduced the benefit of having access to a college library.

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=Leh94Szu4reSh3pMt

Google Scholar has greatly reduced the benefit of having access to a college library.

That depends on the field. Some fields are so riddled with paywalls that Google Scholar is all but useless; others like computer science, are much more progressive.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=2H3GjCDL7kc32ALMq

What (dis)advantages does this have compared to the traditional model?

I think this thread perfectly illustrates one disadvantage of doing research in an unstructured environment. It is so easy to become distracted from the original question by irrelevant, but bright and shiny distractions. Having a good academic adviser cracking the whip helps to keep you on track.

855 comments so far, with no sign of slowing down!

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=qAKxNexeQqXDqGkyS

I am doing something similar, except working as a freelance software developer. My mental model is that in both the traditional academic path and the freelance path, you are effectively spending a lot of your time working for money. In academia, the "dirty work" is stuff like teaching, making PowerPoint presentations (ugh), keeping your supervisor happy, jumping through random formatting hoops to get papers published, and then going to conferences to present the papers. For me, the decisive factor is that software development is actually quite fun, while academic money work is brain-numbing.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=bSwPHpz6GdSqe2KRM

How hard is it to live off the dole in Finland? Also, non-academic research positions in think tanks and the like (including, of course, SIAI).

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=xBgNcxe8bjXZvw7Cj

Not very hard in principle, but I gather it tends to be rather stressful, with stuff like payments not arriving when they’re supposed to happening every now and then. Also, I couldn’t avoid the feeling of being a leech, justified or not.

Non-academic think tanks are a possibility, but for Singularity-related matters I can’t think of others than the SIAI, and their resources are limited.

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Many people would steal food to save lives of the starving, and that’s illegal.

Working within the national support system to increase the chance of saving everybody/​everything? If you would do the first, you should probably do the second. But you need to weigh the plausibility of the get-rich-and-fund-institute option, including the positive contributions of the others you could potentially hire.

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I wonder how far some people would go for the cause. For Kaj, clearly, leeching of an already wasteful state is too far.

I was once criticized by a senior singinst member for not being prepared to be tortured or raped for the cause. I mean not actually, but, you know, in theory. Precommiting to being prepared to make a sacrifice that big. shrugs

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I was once chastized by a senior singinst member for not being prepared to be tortured or raped for the cause.

Forget entirely ‘the cause’ nonsense. How far would you go just to avoid not personally getting killed? How much torture per chance that your personal contribution at the margin will prevent your near term death?

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Could we move this discussion somewhere, where we don’t have to constantly worry about it getting deleted.

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I’m not aware that LW moderators have ever deleted content merely for being critical of or potentially bad PR for SIAI, and I don’t think they’re naive enough to believe deletion would help. (Roko’s infamous post was considered harmful for other reasons.)

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"Harmful for other reasons" still has a chilling effect on free speech… and given that those reasons were vague but had something to do with torture, it’s not unreasonable to worry about deletion of replies to the above question.

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The reasons weren’t vague.

Of course this is just your assertion against mine since we’re not going to actually discuss the reasons here.

There doesn’t seem to be anything censor relevant in my question and for my part I tend to let big brother worry about his own paranoia and just go about my business. In any case while the question is an interesting one to me it doesn’t seem important enough to create a discussion somewhere else. At least not until I make a post. Putting aside presumptions of extreme altruism just how much contribution to FAI development is rational? To what extent does said rational contribution rely on newcomblike reasoning? How much would a CDT agent contribute on the expectation that his personal contribution will make the difference and save his life?

On second thoughts maybe the discussion does seem to interest me sufficiently. If you are particularly interested in answering me feel free to copy and paste my questions elsewhere and leave a back-link. ;)

I think you/​we’re fine—just alternate between two tabs when replying, and paste it to the rationalwiki if it gets deleted.

Don’t let EY chill your free speech—this is supposed to be a community blog devoted to rationality… not a SIAI blog where comments are deleted whenever convenient.

Besides, it’s looking like after the Roko thing they’ve decided to cut back on such silliness.

Comment

Don’t let EY chill your free speech—this is supposed to be a community blog devoted to rationality… not a SIAI blog where comments are deleted whenever convenient.

You are compartmentalizing. What you should be asking yourself is whether the decision is correct (has better expected consequences than the available alternatives), not whether it conflicts with freedom of speech. That the decision conflicts with freedom of speech doesn’t necessarily mean that it’s incorrect, and if the correct decision conflicts with freedom of speech, or has you kill a thousand children (estimation of its correctness must of course take this consequence into account), it’s still correct and should be taken.

(There is only one proper criterion to anyone’s actions, goodness of consequences, and if any normally useful heuristic stays in the way, it has to be put down, not because one is opposed to that heuristic, but because in a given situation, it doesn’t yield the correct decision. )

(This is a note about a problem in your argument, not an argument for correctness of EY’s decision. My argument for correctness of EY’s decision is here and here.)

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You are compartmentalizing.

This is possible but by no means assured. It is also possible that he simply didn’t choose to write a full evaluation of consequences in this particular comment.

What you should be asking yourself is whether the decision is correct (has better expected consequences than the available alternatives), not whether it conflicts with freedom of speech.

Upvoted. This just helped me get unstuck on a problem I’ve been procrastinating on.

whether the decision is correct (has better expected consequences than the available alternatives), not whether it conflicts with freedom of speech.

Sounds like a good argument for WikiLeaks dilemma (which is of course confused by the possibility the government is lying their asses off about potential harm)

Comment

The question with WikiLeaks is about long-term consequences. As I understand it, the (sane) arguments in favor can be summarized as stating that expected long-term good outweighs expected short-term harm. It’s difficult (for me) to estimate whether it’s so.

Comment

I suspect it’s also difficult for Julian (or pretty much anybody) to estimate these things; I guess intelligent people will just have to make best guesses about this type of stuff. In this specific case a rationalist would be very cautious of "having an agenda", as there is significant opportunity to do harm either way.

(There is only one proper criterion to anyone’s actions, goodness of consequences, and if any normally useful heuristic stays in the way, it has to be put down, not because one is opposed to that heuristic, but because in a given situation, it doesn’t yield the correct decision.)

Very much agree btw

Shouldn’t AI researchers precommit to not build AI capable of this kind of acausal self-creation? This will lower chances of disaster both causally and acausally.

And please, define how do you tell moral heuristics and moral values apart. E.g. which is "don’t change moral values of humans by wireheading"?

We’re basically talking about a logical illusion… an AI Ontological Argument… with all the flaws of an ontological argument (such as bearing no proof)… that was foolishly censored leading to a lot of bad press, hurt feelings, lost donations, and general existential risk increase.

From, as you call it, a purely correctness optimizing perspective, It’s long term bad having silly, irrational stuff like this associated with LW. I think that EY should apologize, and we should get an explicit moderation policy for LW, but in the mean time I’ll just undo any existential risk savings hoped to be gained from censorship.

In other words, this is less about Free Speech, as it is about Dumb Censors :p

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It’s long term bad having silly, irrational stuff like this associated with LW.

Whether it’s irrational is one of the questions we are discussing in this thread, so it’s bad conduct to use your answer as an element of an argument. I of course agree that it appears silly and irrational and absurd, and that associating that with LW and SIAI is in itself a bad idea, but I don’t believe it’s actually irrational, and I don’t believe you’ve seriously considered that question.

We’re basically talking about a logical illusion… an AI Ontological Argument… with all the flaws of an ontological argument (such as bearing no proof)…

In other words, you don’t understand the argument, and are not moved by it, and so your estimation of improbability of the outrageous prediction stays the same. The only proper way to argue past this point is to discuss the subject matter, all else would be sophistry that equally applies to predictions of Astrology.

Don’t let EY chill your free speech—this is supposed to be a community blog devoted to rationality… not a SIAI blog where comments are deleted whenever convenient.

Following is another analysis.

Consider a die that was tossed 20 times, and each time it fell even side up. It’s not surprising because it’s a low-probability event: you wouldn’t be surprised if you observed most other combinations equally improbable under the hypothesis that the die is fair. You are surprised because a pattern you see suggests that there is an explanation for your observations that you’ve missed. You notice your own confusion.

In this case, you look at the event of censoring a post (topic), and you’re surprised, you don’t understand why that happened. And then your brain pattern matches all sorts of hypotheses that are not just improbable, but probably meaningless cached phrases, like "It’s convenient", or "To oppose freedom of speech", or "To manifest dictatorial power".

Instead of leaving the choice of a hypothesis to the stupid intuitive processes, you should notice your own confusion, and recognize that you don’t know the answer. Acknowledging that you don’t know the answer is better than suggesting an obviously incorrect theory, if much more probability is concentrated outside that theory, where you can’t suggest a hypothesis.

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Since we’re playing the condescension game, following is another analysis:

You read a (well written) slogan, and assumed that the writer must be irrational. You didn’t read the thread he linked you to, you focused on your first impression and held to it.

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Since we’re playing the condescension game

I’m not. Seriously. "Whenever convenient" is a very weak theory, and thus using it is a more serious flaw, but I missed that on first reading and addressed a different problem.

You read a (well written) slogan, and assumed that the writer must be irrational. You didn’t read the thread he linked you to, you focused on your first impression and held to it.

Please unpack the references. I don’t understand.

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Sorry, it looks like we’re suffering from a bit of cultural crosstalk. Slogans, much like ontological arguments, are designed to make something of an illusion in the mind—a lever to change the change the way you look at the world. "Whenever convenient" isn’t there as a statement of belief, so much as a prod to get you thinking...

"How much to I trust that EY knows what he’s doing?"

You may as well argue with Nike: "Well, I can hardly do everything..." (re: Just Do It)

That said I am a rationalist… I just don’t see any harm in communicating to the best of my ability.

I linked you to this thread, where I did display some biases, but also decent evidence for not having the ones you’re describing… which I take to be roughly what you’d expect of a smart person off the street.

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I can’t place this argument at all in relation to the thread above it. Looks like a collection of unrelated notes to me. Honest. (I’m open to any restatement; don’t see what to add to the notes themselves as I understand them.)

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The whole post you’re replying to comes from your request to "Please unpack the references".

Here’s the bit with references, for easy reference:

You read a (well written) slogan, and assumed that the writer must be irrational. You didn’t read the thread he linked you to, you focused on your first impression and held to it.

The first part of the post you’re replying to’s "Sorry, it looks… best of my ability" maps to "You read a.. irrational" in the quote above, and this tries to explain the problem as I understand it: that you were responding to a slogans words not it’s meaning. Explained it’s meaning. Explained how "Whenever convenient" was a pointer to the "Do I trust EY?" thought. Gave a backup example via the Nike slogan.

The last paragraph in the post you’re replying to tried to unpack the "you focused… held to it" from the above quote

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I see. So the "writer" in the quote is you. I didn’t address your statement per se, more a general disposition of the people who state ridiculous things as explanation for the banning incident, but your comment did make the same impression on me. If you correctly disagree that it applies to your intended meaning, good, you didn’t make that error, and I don’t understand what did cause you to make that statement, but I’m not convinced by your explanation so far. You’d need to unpack "Distrusting EY" to make it clear that it doesn’t fall in the same category of ridiculous hypotheses.

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The Nike slogan is "Just Do It", if it helps.

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Thanks. It doesn’t change the argument, but I’ll still delete that obnoxious paragraph.

Besides, it’s looking like after the Roko thing they’ve decided to cut back on such silliness.

I believe EY takes this issue very seriously.

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Ahh. Are you aware of any other deletions?

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Are you aware of any other deletions?

Here...

I’d like to ask you the following. How would you, as an editor (moderator), handle dangerous information that are more harmful the more people know about it? Just imagine a detailed description of how to code an AGI or create bio weapons. Would you stay away from censoring such information in favor of free speech?

The subject matter here has a somewhat different nature that rather fits a more people—more probable pattern. The question is if it is better to discuss it as to possible resolve it or to censor it and thereby impede it. The problem is that this very question can not be discussed without deciding to not censor it. That doesn’t mean that people can not work on it, but rather just a few people in private. It is very likely that those people who already know about it are the most likely to solve the issue anyway. The general public would probably only add noise and make it much more likely to happen by simply knowing about it.

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How would you, as an editor (moderator), handle dangerous information that are more harmful the more people know about it?

Step 1. Write down the clearest non-dangerous articulation of the boundaries of the dangerous idea that I could.

If necessary, make this two articulations: one that is easy to understand (in the sense of answering "is what I’m about to say a problem?") even if it’s way overinclusive, and one that is not too overinclusive even if it requires effort to understand. Think of this as a cheap test with lots of false positives, and a more expensive follow-up test.

Add to this the most compelling explanation I can come up with of why violating those boundaries is dangerous that doesn’t itself violate those boundaries.

Step 2. Create a secondary forum, not public-access (e.g., a dangerous-idea mailing list), for the discussion of the dangerous idea. Add all the people I think belong there. If that’s more than just me, run my boundary articulation(s) past the group and edit as appropriate.

Step 3. Create a mechanism whereby people can request to be added to dangerous-idea. (e.g., sending dangerous-idea-request).

Step 4. Publish the boundary articulations, a request that people avoid any posts or comments that violate those boundaries, an overview of what steps are being taken (if any) by those in the know, and a pointer to dangerous-idea-request for anyone who feels they really ought to be included in discussion of it (with no promise of actually adding them).

Step 5. In forums where I have editorial control, censor contributions that violate those boundaries, with a pointer to the published bit in step 4.

==

That said, if it genuinely is the sort of thing where a suppression strategy can work, I would also breathe a huge sigh of relief for having dodged a bullet, because in most cases it just doesn’t.

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A real-life example that people might accept the danger of would be the 2008 DNS flaw discovered by Dan Kaminsky—he discovered something really scary for the Internet and promptly assembled a DNS Cabal to handle it.

And, of course, it leaked before a fix was in place. But the delay did, they think, mitigate damage.

Note that the solution had to be in place very quickly indeed, because Kaminsky assumed that if he could find it, others could. Always assume you aren’t the only person in the whole world smart enough to find the flaw.

Yes, several times other poster’s have brought up the subject and had their comments deleted.

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I hadn’t seen a lot of stubs of deleted comments around before the recent episode, but you say people’s comments had gotten deleted several times.

So, have you seen comments being deleted in a special way that doesn’t leave a stub?

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Comments only leave a stub if they have replies that aren’t deleted.

Interesting. Do you have links? I rather publicly vowed to undo any assumed existential risk savings EY thought were to be had via censorship.

That one stayed up, and although I haven’t been the most vigilant in checking for deletions, I had (perhaps naively) assumed they stopped after that :-/​

Hard to say. Probably a lot if I could precommit to it in advance, so that once it had began I couldn’t change my mind.

There are many complicating factors, though.

Am I the only one who can honestly say that it would depend on the day?

There’s a TED talk I once watched about how republicans reason on five moral channels and democrats only reason on two.

They were (roughly):

  • harm/​care

  • fairness/​reciprocity

  • in-group/​out-group

  • authority

  • purity/​scarcity/​correctness

According to the talk, Democrats reason with primarily the first two and Republicans with all of them.

I took this to mean that Republicans were allowed to do moral calculus that Democrats could not… for instance, if I can only reason with the firs two, then punching a baby is always wrong (it causes harm, and isn’t fair)… If, on the other hand, I’m allowed to reason with all five, it might be okay to punch a baby because my Leader said to do it, or because the baby isn’t from my home town, or because my religion says to.

Republicans therefore have it much easier in rationalizing self-serving motives.

(As an aside, it’s interesting to note that Democrats must have started with more than just the two when they were young. "Mommy said not to" is a very good reason to do something when you’re young. It seems that they must have grown out of it).

After watching the TED talk, I was reflecting on how it seems that smart people (myself sadly included) let relatively minor moral problems stop them from doing great things… and on how if I were just a little more Republican (in the five channel moral reasoning sense) I might be able to be significantly more successful.

The result is a WFG that cycles in and out of 2-channel/​5-channel reasoning.

On my 2-channel days, I’d have a very hard time hurting another person to save myself. If I saw them, and could feel that human connection, I doubt I could do much more than I myself would be willing to endure to save another’s life (perhaps two hours assuming hand-over-a-candle level of pain—permanent disfigurement would be harder to justify, but if it was relatively minor).

On my 5-channel days, I’m (surprisingly not so embarrassed to say) I’d probably go arbitrarily high… after all, what’s their life compared to mine?

Probably a bit more than you were looking to hear.

What’s your answer?

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I took this to mean that Republicans were allowed to do moral calculus that Democrats could not… for instance, if I can only reason with the firs two, then punching a baby is always wrong (it causes harm, and isn’t fair)… If, on the other hand, I’m allowed to reason with all five, it might be okay to punch a baby because my Leader said to do it, or because the baby isn’t from my home town, or because my religion says to.

First let me say that as a Republican/​libertarian I don’t entirely agree with Haidt’s analysis.

In any case, the above is not quiet how I understand Haidt’s analysis. My understanding is that Democracts have no way to categorically say that punching (or even killing) a baby is wrong. While they can say it’s wrong because as you said it causes harm and isn’t fair, they can always override that judgement by coming up with a reason why not punching and/​or killing the baby would also cause harm. (See the philosophy of Peter Singer for an example).

Republicans on the other hand can invoke sanctity of life.

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Sure, agreed. The way I presented it only showed very simplistic reasoning.

Let’s just say that, if you imagine a Democrat that desperately wants to do x but can’t justify it morally (punch a baby, start a somewhat shady business, not return a lost wallet full of cash), one way to resolve this conflict is to add Republican channels to his reasoning.

It doesn’t always work (sanctity of life, etc), but I think for a large number of situations where we Democrats-at-heart get cold feet it works like a champ :)

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It doesn’t always work (sanctity of life, etc), but I think for a large number of situations where we Democrats-at-heart get cold feet it works like a champ :)

So I’ve noticed. See the discussion following this comment for an example.

On the other hand other times Democrats take positions that Republicans horrific, e.g., euthanasia, abortion, Peter Singer’s position on infanticide.

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Peter Singer’s media-touted "position on infanticide" is an excellent example of why even philosophers might shy away from talking about hypotheticals in public. You appear to have just become Desrtopa’s nighmare.

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My problem with Singer is that his "hypotheticals" don’t appear all that hypothetical.

You appear to have just become Desrtopa’s nighmare.

What specifically are you referring to? (I haven’t been following Desporta’s posts.)

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It’s evident you really need to read the post. He can’t get people to answer hypotheticals in almost any circumstances and thought this was a defect in the people. Approximately everyone responded pointing out that in the real world, the main use of hypotheticals is to use them against people politically. This would be precisely what happened with the factoid about Singer.

Thanks for the link—very interesting reading :)

I was once chastized by a senior singinst member for not being prepared to be tortured or raped for the cause.

Here I was thinking it was, well, nearly the opposite of that! :)

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=ymJjEWmogLqZPaiYy

How hard is it to live off the dole in Finland?

Given the current economic situation in Europe, I’m not sure that’s a good long term strategy.

Also, I suspect spending to long on the dole may cause you to develop habits that’ll make it harder to work a paying job.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=o3piYFR45N7mDMZoS

I think for many kinds of research, working in groups drastically increases the efficacy of individual effort, due to specialization, etc.

Are you trying to get in on AI research?

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=FC5TBCDZsbWhScyp2

Are you trying to get in on AI research?

Right now, my main interest is mostly in a) academic paper versions of the things SIAI has been talking about informally b) theoretical cognitive science stuff which may or may not be related to AI.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=b5NqjGYPwQoDneJnK

What about becoming a blogger at a place like ScienceBlogs?

Alternatively, if you’re willing to live very ascetically, what about emailing/​asking philanthropists/​millionaires with ideas, and asking them to fund them? (perhaps with a probationary period if necessary). What about emailing professors?

Theoretically, if you had VERY supportive+tolerant parents/​friends (rare, but they exist on the Internet), you could simply ask to live with them, and to do research in their house as well.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=Eq79B2ETojmzzDE8s

Another idea is the "Bostrom Solution", i.e. be so brilliant that you can find a rich guy to just pay for you to have your own institute at Oxford University.

Then there’s the "Reverse Bostrom Solution": realize that you aren’t Bostrom-level brilliant, but that you could accrue enough money to pay for an institute for somebody else who is even smarter and would work on what you would have worked on.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=DvtpDwAT6noQmS93C

Ideally, I’d like to save the world.

First bit of advice: grow up. Be interested in research because you’re curious, not because you’re special and/​or status-seeking. Until the word that comes to mind is "improve" rather than "save" you will be looking at the wrong questions for the wrong reasons.

Journals might be biased against freelance researchers.

Oh, absolutely. If you want to be part of academia, you have to be part of academia.

It might actually be better to spend some time doing research under others before doing it on your own.

I would replace "might" here with "would."

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https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=wfxQyQc2KeN3AktR2

First bit of advice: grow up. Be interested in research because you’re curious, not because you’re special and/​or status-seeking.

This comment strikes me as rather confrontational, and also as offering advice based on a misguided understanding of my motives.

Until the word that comes to mind is "improve" rather than "save" you will be looking at the wrong questions for the wrong reasons.

I have very little clue of what you’re trying to say.

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This comment strikes me as rather confrontational

Of course. Whenever someone says they want to do something impossibly hard, the proper response is to dismiss them. Either they agree with you, and you made the right call, or they disagree with you, and you’ve cemented their resolve.

But JoshuaZ is right that I think the wording is ridiculous. "Save the world" is nothing but applause lights. If it were "see a positive singularity" we would have at least gone from 0th order to 1st order. If it were "make life extension available sooner" we’ve progressed from 1st order to 2nd order. If it were "make lab-grown organs available sooner" we’ve progressed from 2nd order to 3rd order. If one comes to me with the last desire, I’d tell them to move to Wake Forest and become friends with Anthony Atala. If someone comes to me with the first desire, I pat them on the head.

Even Norman Borlaug didn’t "save the world." He might have personally extended lifespans by billions of human-years, but that’s not close, even on a log scale. And if you want to be a second Norman Borlaug, trying to save the world seems like a poor way to approach that goal because you focus on the wrong questions. Borlaug wanted to improve the world- to make hungry people full by creating wheat varieties that were disease-resistant. He had the altruistic impulse, but he was facing a problem worked out to third order. The altruistic impulse is a great thing, but if you don’t have a third order problem yet keep looking.

And when asking for career advice, it’s relevant information where you are in that process. If you’re at 2nd order, your interests will already be narrow enough that most advice will be inapplicable to your situation. The 2nd order person in the particular track I’ve outlined already knows they will strongly benefit from getting a medical degree in America, England, or China (there may be a few other countries on this list; this isn’t my specialty) or that they should earn a bunch of money while getting familiar with efforts already underway in those countries. If you’re at 3rd order, you’re already at the point where there are a handful of appropriate opportunities, and you’re better off looking for those opportunities specifically than you are getting generic advice.

If you’re at 0th order? Then you need to spend time cultivating your interests. If you go to Silicon Valley and your only interest is "I want to get rich!" you won’t get very far. While that may be the underlying interest of everyone there, the fact that it’s so common means that it conveys very little information. The way for an individual to tackle a 0th order problem is to find a 3rd order problem, uncover some 4th order problems while investigating that problem, and solve those.

EDIT: I fleshed this out further is this post.

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But JoshuaZ is right that I think the wording is ridiculous. "Save the world" is nothing but applause lights.

You’re reading way too much into that single line. I wanted to express the sentiment of "I want to be as effective as possible in doing good", and there was a recent post covering that topic which happened to be named "how to save the world", so I linked to it. If that post hadn’t been there, I might have said something like "I want to do something meaningful with my life". I was also assuming "saving the world" and other similar expressions to be standard LW jargon for "doing as much good as possible".

As for my actual goals… Ideally I’d like to help avert a negative singularity, though since I don’t have very high hopes of that actually being possible, I also give the goals of "just have fun" and "help people in the short term" considerable weight, and am undecided as to how much effort I’ll in the end spend explicitly on singularity matters. But to the degree that I do end up trying to help the singularity, the three main approaches I’ve been playing with are

  • Just make money and donate that to SIAI.

  • Help influence academia to become more aware of these issues.

  • Become well-known enough (via e.g. writing, politics) among normal people that I can help spread singularity-related ideas and hopefully get more people to take them seriously.

These are obviously not mutually exclusive, and indeed, one of the reasons I’m playing around with the idea of "freelance academia" is that it allows me to do some of the academic stuff without the commitment that e.g. getting a PhD would involve (as I’m not yet sure whether the academic approach is the one that I’d find the most rewarding). All three also have to varying extent an intrinsic appeal, beyond just the singularity aspect: I wouldn’t mind having a bit more money, intellectual work is rewarding by itself, and so is writing and having a lot of people care about your opinions.

As for the details of the academic career path, the "help avoid a negative singularity" aspect of that currently mainly involves helping write up the ideas about the singularity into concise, well-sourced papers that people can be pointed to. (Here is one example of such work—an improved, full-length version of that paper is in the works.) Beyond that, maybe with time I can come up with original insights of my own to contribute to the field, as well as build a reputation and give those singularity-related ideas more merit by producing well-regarded papers in non-singularity-related fields that I happen to be interested in.

I believe that Vaniver is making a distinction between "improve" and "save" in saying that any given individual is unlikely to have a large-scale enough impact to be described as "saving" the world, but that many people can improve the world. This point may have some validity, although Norman Borlaugh may be a relevant counterexample to show that it isn’t completely impossible.

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That would be only relevant if Kaj had said "I expect to save the world" instead of "Ideally, I’d like to save the world". I read the latter as specifying something like "all existential risks are averted and the world gets much more awesome" as an optimization target, not as something that he wants to (let alone expects to be able to) do completely and singlehandedly. And as an optimization target, it makes good sense. Why aim for imperfection? The target is the measure of utility, not a proposed action or plan on its own. (Possibly relevant: Trying to Try.)

(One thing I see about that paragraph that could be legitimately disputed is the jump from specifying the optimization target to "One way to do that involves contributing academic research, which raises the question of what’s the most effective way of doing that" without establishing that academic research is itself the best way (or at least a good way) for a very smart person to optimize the aforementioned goal. That itself would be an interesting discussion, but I think in this post it is taken as an assumption. (See also this comment.))

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I read the latter as specifying something like "all existential risks are averted and the world gets much more awesome" as an optimization target, not as something that he wants to (let alone expects to be able to) do completely and singlehandedly.

There is no "singlehandedly", individual decisions control actions of many people.

That itself would be an interesting discussion, but I think in this post it is taken as an assumption.

Indeed it is.

Agreed that it is too confrontational.

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=DvSBAPZPuySmik2me

Oh, absolutely. If you want to be part of academia, you have to be part of academia.

I think this varies from field to field. Some fields are more biased than others. Math for example is not very biased in that regard. The hard sciences are not as biased also but in order for people to do good work in them they need resources that they are going to have trouble getting outside academia or industry. I suspect (but have no strong evidence) that the "softer" a subject the more likely the journalists are to discriminate based on whether or not a submitter is in academia.

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This sounds similar to adoption of pre-prints like ArXiv; in fields where most papers are accepted for publication (I think it’s 90% in physics) people use it; in fields where most papers aren’t accepted (I think it’s 20-30% in some humanities fields) people find them worthless (since a preprint hasn’t passed the gatekeeper, and that’s actually a significant cull).

https://www.lesswrong.com/posts/rNkFLv9tXzq8Lrvrc/best-career-models-for-doing-research?commentId=LxKea36abn4bS9ppk

How does this contribute to the thread?

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Channeling John Paul Jones, "I have not yet begun to type."