Anthropic researcher shows models pick the rhyme word early, hiding the plan from output

thetripathi58 · x · 2026-10-19

Anthropic researcher Emmanuel Ameisen demonstrates that language models plan ahead: when writing poetry, a model picks the rhyme word in its intermediate states, then steers every subsequent token toward it — without the plan ever surfacing in the output. His takeaway: judge agents by what they steer toward, not by what they say. A concrete illustration of hidden internal planning in LLMs.

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