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All SourcesarXiv
#budgeted reasoning

ROI-Reasoning: Rational Optimization for Inference via Pre-Computation Meta-Cognition

Intermediate
Muyang Zhao, Qi Qi et al.Jan 7arXiv

The paper teaches AI models to plan their thinking time like a smart test-taker who has to finish several questions before the bell rings.

#meta-cognition#budgeted reasoning#token budget