Not All Errors Are Equal: Consequence-Aware Reasoning Compute Allocation

Jingbo Wen, Liang He, Haoyu Wang +4

Test-time compute has emerged as an effective paradigm for improving large language model capability at inference time. Existing allocation strategies primarily prioritize tasks ac…