Prompt EngineeringXi Wang et al.

Conformal Thinking

Published "Conformal Thinking" — recasts the allocation of reasoning compute budgets as a conformal risk control problem

Why it matters

Formalizes budget-forcing (s1)-style control of reasoning budgets within a framework of statistical guarantees

Source — Primary sources first; secondary reports are labelled “Press”

Paperarxiv.orghttps://arxiv.org/abs/2602.03814

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