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this isn't cheating, and it's not "absolutely bizarre"! this is just how LLMs work. they are improv machines. they do not have any sense of truth or fiction bc they don't "know" anything. they can't even "know" if they "looked" at an "image." this is totally unsurprising

Eerke Boiten@eerkeboiten.bsky.social

And the top rating for AI cheating goes to: "In the most extreme case, our model achieved the top rank on a standard chest X-ray question-answering benchmark without access to any images." futurism.com/artificial-i...

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the models generally "championed" for radiology are typically specialized, not commercial chatbots aka "frontier models" they still do the stupidest shit — like correlating diagnosis based on which hospital name was on the image — bc there's no such thing as artificial *intelligence*

I’m a little surprised that people don’t understand ai/ml algorithms to be pattern finding machines. And they might not find the patterns you expect! (It might be more accurate to call them correlation finding machines)

well maybe these researchers really are the dumb babies they sound like, bc llms don't EVER work by "diving into the data" and using "probability" that implies the llms analyze and calculate. and they can't! responses are dictated by statistical correlations between TOKENS in the CORPUS

incredible stuff i have to say, i had a chatbot help me in identifying something… bc what i needed was basically "fuzzy search" and it ingested lots of research papers that weren't connected to each other except by a couple words and concepts BUT i confirmed it myself & it also made shit up

The LLM "cheats" on the benchmark; giving the right answers despite having not the questions in full shows that it cheats by reproducing an answer rather than doing any "analysis". This may be obvious to you, but it is not obvious from the claims made about "potential" let alone "intelligence".