KAN Author Slams AutoResearch as Random Monkey Typing, Proposes Meta Models

ZimingLiu11 · x · 2026-10-31

Ziming Liu (MIT PhD, KAN author) criticized current AutoResearch efforts: "Today's AutoResearch is simply monkeys typing randomly. LLMs have hands (implementation) but no brains (research intuition & taste)."

His team proposes Meta Models — models that understand training and can predict the outcome of LLM training before it starts, aiming to give AI genuine research taste instead of blind trial-and-error.

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