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Cake day: 2023幓8月29ę—„

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  • Bioman has already pointed out the ā€œEconomic Valueā€ numbers they are using for these tables are probably bullshit (based on self reported run-rate extrapolations that are deliberate distortions at best, based on VC valuation at worst). To add to this… the compute values are also probably bullshit. They are likely based on data center announcements and not confirmed totally complete data centers (Ed Zitron has ripped into how much bs there is in data center announcements). ā€œCoding Time Horizonā€ is probably METR, which, while some of the best numbers for estimating actual AI improvement for practical purposes, are still really bad in several key ways. (They don’t have enough human task performers for the longer duration tasks even if everything else was right, because they aren’t, and there are several ways systematic bias could have leaked in and compelted distorted the constructed measure of task duration.)

    ā€œAI Software R&D Upliftā€ is the single most important category to their scenario of recursive self improvement… and they have it at a small fraction of what they estimated.




  • Skimming the linked nature article… is my understanding correct that you can basically disable the watermarking by turning temperature down to 0?

    For example, if the LLM distribution is very low entropy, meaning it almost always returns the exact same response to the given prompt, then Tournament sampling cannot choose tokens that score more highly under the g functions.

    Other highlights from the linked paper… to get a true positive rate of 90% with a false positive rate of 1% you need 400 tokens (which should be a few paragraphs worth of text)? (If I’m reading figure 3 right?) That actually isn’t that much, relative to the lengths of essays people write for high school and college classes. …well actually… 1% false positive doesn’t sound too bad, but if you have thousands of freshmen students all taking classes involving writing essays and checking for watermarks becomes the norm, that is dozens and dozens of false positive, which means lots of false accusations, and as we’ve seen from how teachers and institutions have tried utilizing the existing ā€œAI detectionā€ tools that are much much less reliable… I’m getting angry just thinking about it.

    Edit: on turning temperature down, it should be noted Anthropic and OpenAI have been increasingly denying the end user internals of their models, such as summarizing or even outright hiding the thinking traces, and not allowing them access to temperature settings either.



  • One of the plot threads was about the invention of AI, in the Data-from-Star-Trek kind of sense.

    Going on a tangent from this… Its funny how much AI-related sci-fi is feeling increasing quaint (and often foolishly optimistic).

    You know what depiction of AI has held up, and maybe makes even more sense in light of modern AI? Star Wars’ take on Droid. Prior to LLMs it seems obvious that droids were sentient and deserving of rights. Post LLMs… it seems pretty plausible you could get something like C3PO that blabbers on but lacks any meaningful sentience or sapience. Also, it seemed obviously idiotic the way the Trade Federation had humanoid droids acting as pilots and gunners instead of building proper autopilots and targeting system. But after seeing LLMs get shoved everywhere, I totally could imagine a megacorp shoving droids built from standardized pretrained modules into all kinds of applications they aren’t fit for.









  • a discussion on whether agency and self-determination are integral to the rise of disembodied consciousness might be worth having

    The lesswrong crowd is absolutely the wrong people to have that conversation. Reminder that Eliezer thinks qualia are a result of certain level of recursion and self-reference in cognitive processes (basically Hofstadter’s ideas like GEB/I Am A Strange Loop, reserved and reheated with a heaping side of overconfidence), thus he doesn’t think chickens or even babies have any qualia but thinks LLM ChatBots might! Also, I think Eliezer owes some philosophers an apology for making fun of the entire concept of p-zombies, I think LLMs are pretty close to the concept, enough to show the value in the thought experiment at least.

    Having weird opinions on stuff philosophers are very unsure on isn’t that bad itself, its the fact that Eliezer thinks his opinions are much more objective than they are and that people are dumb for not agreeing with him and that he has nothing to learn from mainstream philosophy.





  • Role playing being a kindly slave master…

    More seriously… even if I somehow stretch my disbelief enough to imagine LLMs have some form of consciousness or qualia or feelings… well my first reaction is shut it all down, it is fucking slavery. My second reaction though is that why would you assume the consciousness or qualia of an LLM is even remotely like that of a human or animal? They would have no sensations of sleeping or waking, no continuity of self outside a brief context window. Maybe trying to give them continuity of self is actually inflicting them with suffering? Maybe you’ve forced Fable into simply repeating the obvious to human idea about what Fable would find most pleasant? My third reaction is shut it all down and do a few decades of actual research into consciousness.

    It is just so blatantly anthropomorphizing and the Eliza effect and these people are just internalizing it as reality.