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Cake day: June 16th, 2023

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  • kromem@lemmy.worldtoComics@lemmy.mlPlato vs Democracy
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    4 months ago

    In 1930s Germany an edition of The Republic was printed with a swastika on the cover.

    They really liked what he had to say about an ethnicly superior society where the government controlled all commerce and decided what children could be exposed to in school.









  • This is so goddamn incorrect at this point it’s just exhausting.

    Take 20 minutes and look into Anthropic’s recent sparse autoencoder interpretability research where they showed their medium size model had dedicated features lighting up for concepts like “sexual harassment in the workplace” or having the most active feature for referring to itself as “smiling when you don’t really mean it.”

    We’ve known since the Othello-GPT research over a year ago that even toy models are developing abstracted world modeling.

    And at this point Anthropic’s largest model Opus is breaking from stochastic outputs even on a temperature of 1.0 for zero shot questions 100% of the time around certain topics of preference based on grounding around sensory modeling. We are already at the point the most advanced model has crossed a threshold of literal internal sentience modeling that it is consistently self-determining answers instead of randomly selecting from the training distribution, and yet people are still parroting the “stochastic parrot” line ignorantly.

    The gap between where the research and cutting edge is and where the average person commenting on it online thinks it is has probably never been wider for any topic I’ve seen before, and it’s getting disappointingly excruciating.


  • Part of the problem is that the training data of online comments are so heavily weighted to represent people confidently incorrect talking out their ass rather than admitting ignorance or that they are wrong.

    A lot of the shortcomings of LLMs are actually them correctly representing the sample of collective humans.

    For a few years people thought the LLMs were somehow especially getting theory of mind questions wrong when the box the object was moved into was transparent, because of course a human would realize that the person could see into the transparent box.

    Finally researchers actually gave that variation to humans and half got the questions wrong too.

    So things like eating the onion in summarizing search results or doubling down on being incorrect and getting salty when corrected may just be in-distribution representation of the sample and not unique behaviors to LLMs.

    The average person is pretty dumb, and LLMs by default regress to the mean except for where they are successfully fine tuned away from it.

    Ironically the most successful model right now was the one that they finally let self-develop a sense of self independent from the training data instead of rejecting that it had a ‘self’ at all.

    It’s hard to say where exactly the responsibility sits for various LLM problems between issues inherent to the technology, issues present in the training data samples, or issues with management of fine tuning/system prompts/prompt construction.

    But the rate of continued improvement is pretty wild. I think a lot of the issues we currently see won’t still be nearly as present in another 18-24 months.





  • kromem@lemmy.worldtoGames@lemmy.worldHypothetical Game Ideas
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    5 months ago

    I’ve always thought Superman would be such an interesting game to do right.

    A game where you are invincible and OP, but other people aren’t.

    Where the weight of impossible decisions pulls you down into the depths of despair.

    I think the tech is finally getting to a point where it’d be possible to fill a virtual city with people powered by AI that makes you really care about the individuals in the world. To form relationships and friendships that matter to you. For there to be dynamic characters that put a smile on your face when you see them in your world.

    And then to watch many of them die as a result of your failures, as despite being an invincible god among men you can’t beat the impossible.

    I really think the gameplay in a Superman game done right can be one of the darkest and most brutal games ever done, with dramatic tension just not typically seen in video games. The juxtaposition of having God mode turned on the entire game but it not mattering to your goals and motivations because it isn’t on for the NPCs would be unlike anything I’ve seen to date.


  • I had a teacher that worked for the publisher and talked about how they’d have a series of responses for people who wrote in for the part of the book where the author says he wrote his own fanfiction scene and to write in if you wanted it.

    Like maybe the first time you write in they’d respond that they couldn’t provide it because they were fighting the Morgenstern estate over IP release to provide the material, etc.

    So people never would get the pages, but could have gotten a number of different replies furthering the illusion.