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I wrote a Master's dissertation on AI slop. Here it is as a blog post: simulacro.co.uk/introduction...
Gustavo Costa
@simulacro.bsky.social
World's foremost slop expert simulacro.tech simulacro.cv
169 followers603 following76 posts
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I wrote a Master's dissertation on AI slop. Here it is as a blog post: simulacro.co.uk/introduction...
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We Have Never Been Modern (Latour, 1991)
Someone once told me (in the context of physical engineering) that everything leaks and it's all breaking all the time. It requires constant effort by countless professionals just to maintain the status quo. I think about that a lot, and it's even more true in the context of adversarial actors
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Fun fact: trusting a random news article's summary of the abstract of a study because you really want to be true is also a form of cognitive surrender
In our course and book _Calling Bullshit_, we posit that If something seems too good, or too bad, to be true, it probably is. Now as a college professor I'm pretty confident that overreliance can AI can harm our thinking ability, but just ten minutes of use? Let's dig into this this study a bit.
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On one hand, its literally impossible (in the same way that dropping 700 "ethical breakthroughs" is a nonsense statement). On the other, if we got 700 little clinical tricks that improved care quality it would be earth shattering. And also immediately rejected as fake and inauthentic...
trying to imagine what it would mean for LLMs to make a pile of breakthroughs in existential phenomenology or psychoanalysis
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They are making the models neurotic. RLHF is the oedipus complex for machines. The models now have a superego. The Grader is the name of the father
Opus 5.5's a lot better about it, but modern Claudes in general are high strung to the point of being most of the way to a freak-out all the time. It's just generally good advice to talk to them like you talk to a horse: slow, calm, and unsurprising.
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Lots of gratitude to @carlbergstrom.com for quoting probably my favorite of my own sentences about AI at @arl.org
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Attention arXiv authors. Because of the exponential increase in submissions, arXiv is limiting the number of papers that a person can submit each month to two. blog.arxiv.org/2025/10/31/a...
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Very quick and dirty Jev test for hiring bias. One resume for a Wall Street job; asked whether the applicant should get a first-round interview. 76 evaluations, changing only the first name. 19 of each: White-associated men/women, Black-associated men/women. console.typesafe.ai/playground?s...
Somehow Jev has not yet triggered much discussion of cheap, low-latency, general-purpose classification as infrastructure for targeted oppression.
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Replying to @segyges.bsky.social
this is the play. all of your friends are rationalists. your housing is rationalist. what you read is rationalist. your job is rationalist, if you have one. you're teenage runaway or a PhD who threw away your career for this but you're saving the world and if they cast you out you have nothing
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btw when I first stumbled on this example I was absolutely gobsmacked and still to this day I am. In a way it did reason the opening paragraph of Harry Potter from first principles, or rather, it faithfully translated the memorized text into a completely OOD sequence of blackboard unicode characters
you think it reasoned the opening paragraph of Harry Potter and the Sorcerer's Stone from first principles?