Interestingly i believe this is a limitation that one of the newest (as yet unreleased) diffusion models has overcome, called DeepFloyd; a number of examples have been teased already, such as the following Corgi sitting in a sushi doghouse:
https://twitter.com/EMostaque/status/1615884867304054785?t=jmvO8rvQOD1YJ56JxiWQKQ&s=19
As such the quoted paragraphs surprised me as an instance of a straightforwardly falsifiable claim in the documents.
I think that your son is incorrectly analogizing heroin/other opiate cravings to be similar to “desire for sugar” or “desire to use X social media app” or whatever. These are not comparable. People do not get checked into sugar rehab clinics (which they subsequently break out of); they do not burn down each one of their social connections to get to use an hour of TikTok or whatever; they do not break their own arms in order to get to go to the ER which then pumps them full of Twitter likes. They do routinely do these things, and worse, to delay opiate withdrawal symptoms.
(For reference, my wife is a paramedic and she has seen this last one firsthand. Tell me: have you ever, in your life, had something you wanted so much that you would break one of your own limbs to get it?)
Another way of putting this is that opiate use frequently gives you a new utility function where the overwhelmingly dominant term is “getting to consume opiates.”
For reference, I’m not automatically suspicious of drugs—I wrote https://www.lesswrong.com/posts/NDmbnaniJ2xJnBASx/perhaps-vastly-more-people-should-be-on-fda-approved-weight .
believes he has enough self control to not get addicted
So first, as poster above points out, there is not a good way to establish this. You have certainty on this topic well above what the evidence merits.
But leaving that aside. A lot of the core issue here is that the risk/reward profile absolutely sucks for recreational opiates given almost any reasonable set of initial assumptions.
Like, suppose you’re right and you don’t get addicted. I guess you have… discovered a new hobby, I guess? Whereas if you’re wrong then your life is pretty much destroyed, as is the life of everyone who loves you most.
EDIT: Another pretty-routine circumstance my wife runs into at work: Narcan injections are used to bring somebody back if they’ve stopped breathing due to opiate overdose. Patients need to be restrained beforehand since they will frequently attack providers out of anger for ruining their high, even after it is pointed out to them that they weren’t breathing and were approx. 1 minute from death.
I actually think you can get an acceptable picture of whether something is priced in by reading stock analysts on the topic, since one useful thing you can get from them is a holistic perspective of what is on/off the radar of finance types, and what they perceive as important.
Having done this for various stocks, i actually do not think LLM-based advances are on anyone’s radar and i do not believe they are priced in meaningfully.
I don’t think i ever heard about tesla doing LLM stuff, which seems like the most relevant paradigm for TAI purposes. Can you elaborate?
One possible options play is puts on shutterstock, since as of about 2 weeks ago midjourney got up to a level where you can for a pittance replicate the most common and popular stock image varieties at an extremely high level of quality. (E.g. girl holding a credit card and smiling).
I think the most likely way this shakes out is adobe integrates image generation with figma and its other products, leaving “buying a stock image” as an increasingly niche and limited option for people who want an image to decorate a thing where they aren’t all that particular about what the image is.
Primary question to me is on what time scale the SSTK business model dissolves in, since these changes take time.
Having a Ph.D. confers relatively few benefits outside of academia. The writing style and skills taught in academia are very very different from that of industry, and the opportunity cost of pursuing a Ph.D. vs going into software engineering (or something similarly renumerative) is in the hundreds of thousands of dollars.
I would suggest that if you don’t know exactly what you want to do with your life, you would be well-suited to doing something that earns you a bunch of money. This money can later be used to finance grander ambitions when you have figured out what you want to do.
I’ll turn this question around on you: why is a Ph.D. the best way of accomplishing what you want to do?
As to the drudgery of office work—“office work” is, i think, a false category. I spent hours of unbearable tedium performing repetitive reactions in lab during my PhD, and my current cushy Microsoft engineering job is enormously more creative and interesting while paying approximately 10x as much. For someone with the smarts to get a ph.d., retraining into engineering is very, very easy.
One other generally undiscussed aspect of the working world is that, for a number of reasons, your employers mostly treat you with respect roughly proportional to your salary. Ph.D.s, consequently, are often treated very poorly. This probably contributes to their poor mental health, as documented elsewhere.
My response comes in two parts.
First part! Even if, by chance, we successfully detect and turn off the first AGI (say, Deepmind’s), that just means we’re “safe” until Facebook releases its new AGI. Without an alignment solution, this is a game we play more or less forever until either (A) we figure out alignment, (B) we die, or (C) we collectively, every nation, shutter all AI development forever. (C) seems deeply unlikely given the world’s demonstrated capabilities around collective action.
Second part:
I like Bitcoin as a proof-of-concept here, since it’s a technology that:
Imposes broadly distributed costs in the form of global warming and energy consumption, which everyone acknowledges.
Is greatly disliked by the powers-that-be for enabling various kinds of regulatory evasion; and in fact has one authority (China) actively taking steps to eradicate it from their society, which per reports has not been successful.
Is strictly worse at defending itself than AGI, since Bitcoin is non-sentient and will not take any steps whatsoever to defend itself.
This is an existence proof that there are some software architectures that today, right now cannot be eradicated in spite of a great deal of concerted societal efforts going into just that. Presumably an AGI can just ape their successful characteristicsinaddition to anything else it does; hell, there’s no reason an AGI couldn’t just distribute itself as particularly profitable bitcoin mining software.
After all, are people really going to turn off a computer making them hundreds of dollars per month just because a few unpopular weirdos are yelling about far-fetched doomsday scenarios around AGI takeover?
“If you think this is a simplistic or distorted version of what EY is saying, you are not paying attention. If you think that EY is merely saying that an AGI can kill a big fraction of humans in accident and so on but there will be survivors, you are not paying attention.”
Not sure why this functions as a rebuttal to anything i’m saying.
You ask elsewhere for commenters to sit down and think for 5 minutes about why an agi might fail. This seems beside the point, since averting human exctinction doesn’t require averting one possible attack from an agi. It involves averting every single one of them, because if even one succeeds everyone dies.
In this it’s similar to human security—“why might a hacker fail” is not an interesting question to system designers, because the hacker gets as many attempts as he wants. For what attempts might look like, i think other posts have provided some reasonable guesses.
I also note that there already exist (non-intelligent) distributed computer systems entirely beyond the ability of any motivated human individual, government or organization to shut down. I refer, of course, to cryptocurrencies, which have this property as an explicit goal of their design.
So. Imagine that an AGI distributes itself among human computer systems in the same way as bitcoin mining software is today. Then it starts executing on someone’s list of doomsday ideas, probably in a way secretive enough to be deniable.
Who’s gonna shut it down? And what would such an action even look like?
(A possible suggestion is “everyone realizes their best interest is in coordinating shutting down their computers so that the AGI lacks a substrate to run on”. To which i would suggest considering the last three years’ worth of response to an obvious, threatening, global enemy that’s not even sentient and will not attempt to defend itself.)
but it’s such a good pun!
I’m not sure whether the unspoken context of this comment is “We tried to hire Terry Tao and he declined, citing lack of interest in AI alignment” vs “we assume, based on not having been contacted by Terry Tao, that he is not interested in AI alignment.”
If the latter: the implicit assumption seems to be that if Terry Tao would find AI alignment to be an interesting project, we should strongly expect him to both know about it and have approached MIRI regarding it, neither which seems particularly likely given the low public profile of both AI alignment in general and MIRI in particular.
If the former: bummer.
From a rando outsider’s perspective, MIRI has not made any public indication that they are funding-constrained, particularly given that their donation page says explicitly that:
We’re not running a formal fundraiser this year but are participating in end-of-year matching events, including Giving Tuesday.
Which more or less sounds like “we don’t need any more money but if you want to give us some that’s cool”
It might be worth doing some goal-factoring on why you want the PhD in the first place.
If you just want to advance human knowledge, one plausible option is to get a fancy tech job, save up enough money to fund the project you’re interested in, then commission someone to do the project. Feasibility naturally depends on the specifics of the project.
PhDs can involve dealing with a lot of financial insecurity and oftentimes personal hardship to get through (with six years of opportunity cost and no guarantee of getting funding for your research interests at the end), so it’s probably worth verifying that a PhD is actually your best option for whatever your personal goals are.
> Give Terrence Tao 500 000$ to work on AI alignement six months a year, letting him free to research crazy Navier-Stokes/Halting problem links the rest of his time… If money really isn’t a problem, this kind of thing should be easy to do.
Literally that idea has been proposed multiple times before that I know of, and probably many more times many years ago before I was around.
What was the response? (I mean, obviously it was “not interested”, otherwise it would’ve happened by now, but why?)
I think you’re totally right that to the extent that the stock market is a zero-sum game retail traders will lose almost every time, since the big players on the other end will always have more information and power to leverage that information than retail.
I think a lot of the relevance of this comment depends on your view of stock-market-as-casino vs stock-market-as-generator-of-wealth-at-several-steps-removed. I take the view that it’s mostly the latter; widget maker IPOs, accepts money from big institutional IPO investor and buys capital with it in exchange for proceeds, IPO investor (effectively after several intermediate trades) sells that share of proceeds-generated-from-capital to retail trader. The capital is still doing stuff for people! It’s just exactly what it’s doing is totally opaque to almost everyone.
I’d like to see the intuition expanded upon here:
And yet when I write that, I start asking myself “but what is a dollar if not an investment that is only worth what someone else is willing to trade for it” and then “wait, what if a stock is a better investment than a dollar” and then “no no no no no investing on top of investing is like double risk”
Is it double risk? We’re going from a situation where we’re talking to a widget producer and saying “yes I would like to exchange a dollar for a widget” to a situation where we’re saying “I would like to exchange a fractional share of Microsoft for a widget.” Seems basically analogous.
Now, obviously in our society all transactions are denominated in dollars, and you have to do the conversion to dollars beforehand because no retailer is actually able to accept shares-of-stock at the counter, but the fact that purchases have to be converted to dollars beforehand doesn’t imply you’re taking on the risk of that currency increasing or decreasing in value if you don’t hold any of it at baseline.
And I guess if you accept this, the question is what defines a “better” or “worse” investment. It sounds like you’re making an assessment that trading risk for money is fundamentally not worthwhile above a certain savings amount; I suppose that’s fair; it just means that to maintain a specific retirement withdrawal rate you have to have a bunch more money saved up pre-retirement (in expectation) than someone who doesn’t, though having done that you also face less risk of ruin from the stock market crashing.
I’m wondering if that mindset can be trivially extended to “but actually the really foolproof asset is freeze-dried meals, since 1 meal=1 meal, as opposed to one dollar which could equal any number of fractional meals in the future”.
I look forward to Thursdays specifically for these updates.
This is an interesting argument! I certainly acknowledge that if you can become non-obese via purely dietary means, that is best.
I wonder whether your analogy holds in the circumstance where dietary means have been attempted and failed, as often happens judging by the truly staggering number of posts online on this very topic—whether becoming non-obese via medication constitutes a short-term win outweighed by long-term detriments, and whether the effects of the pills turn out to be more harmful than the original obesity it was meant to treat.
But it’s not totally clear to me that you have attempted to make an affirmative case for this being true, as opposed to suggesting it as a pure hypothetical.
Oh, Wellbutrin (bupropion) is totally a thing you can use for weight loss, and is even found in Contrave (one of the drugs I listed) for that reason. Lesser effect, though, since its weight loss effects are additive with naltrexone.
Berberine is one I hadn’t heard of before; unfortunately I can’t find any articles discussing its use in weight loss.
Reasonable points, all! I agree that the conflation of legality and morality has warped the discourse around this; in particular the idea of Stable Diffusion and such regurgitating copyrighted imagery strikes me as a red herring, since the ability to do this is as old as the photocopier and legally quite well-understood.
It actually does seem to me, then, that style copying is a bigger problem than straightforward regurgitation, since new images in a style are the thing that you would ordinarily need to go to an artist for; but the biggest problem of all is that fundamentally all art styles are imperfect but pretty good substitutes in the market for all other art styles.
(Most popular of all the art styles—to judge by a sampling of images online—is hyperrealism, which is obviously a style that nobody can lay either legal OR moral claim to.)
So i think that if Stability tomorrow came out with a totally unimpeachable version of SD with no copyrighted data of any kind (but with a similarly high quality of output) we would have, essentially, the same set of problems for artists.