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PaperSeptember 1, 202615 min read

Adaptive Reasoning Has Measurable Headroom in Small Open-Weight Models

A 200-problem feasibility study showing that small open-weight reasoning models vary enough across instances that a learned adaptive allocator could meaningfully improve the accuracy–compute frontier.

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