Yoav Goldberg: model's tool-free complex reasoning matches today's code ability, not beyond

yoavgo · x · 2026-11-03

Responding to @CohenShuki, AI researcher Yoav Goldberg argues that a model completing complex tasks without any tools (notably without a calculator) — showing relatively deep token-level insight into the nature of the computations — is impressive, but only at the same level as today's models' ability to write complex code. "Not beyond that."

Shuki's counterpoint in the thread: such feats say less about AI genius and more about what kinds of tasks OpenAI likely trained on.

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