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by data_maan 70 days ago
If LLMs lie as much as the OP claims in the article, why can they then solve Olympiad math problems they never saw during training, consistently?

There's the aimoprize.com on Kaggle for example that shows this

1 comments

Because those two things are unrelated.

First, something lying sometimes doesn't mean it lies all the time.

Second, the whole point of LLMs is inference - they use massive amounts of amalgamated information to produce answers. The Olympiad math problems are not frontier mathematics requiring ideation, they are complex examples of existing problems. That means they're exactly the sort of thing an LLM with enough training data is good at.

The question of whether recombining existing knowledge is all it takes to be "creative" or produce things which are novel is an open one, but I don't think this is contradictory on its face.