LLM optimizer tuning is planning, argues rebuttal to 'planning is overrated'

HanchungLee · x · 2026-10-19

Grant Slatton argues planning is overrated — just take the shortest-term action pointing roughly at your goal, since reality is a super high-dimensional space. Hanchung Lee quotes and counters: planning is underrated; LLM optimizer innovations are precisely about finding the right step size/learning rate, how to taper it, and determining direction — "that's planning."

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