Architecture IQ: measuring LLMs' training intuition, top models still fall short

ZimingLiu11 · x · 2026-10-24

The author argues humans can still beat LLMs in training intuition — Kaiming He designed ResNet on intuition alone, without million-token chains of thought. The post introduces Architecture IQ to measure this "training intuition", finding even top LLMs are far from perfect. It kicks off the MetaCircle AI Research Exposition, with paper, code, and demo links available (same project as the benchmark thread).

Related event: KAN Author Ziming Liu Releases Architecture IQ Benchmark: LLM Training Intuition Still Lags Humans(11 posts)→

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