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How I Study AI - Learn AI Papers & Lectures the Easy Way

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All SourcesarXiv
#budgeted reasoning

Interactive Benchmarks

Beginner
Baoqing Yue, Zihan Zhu et al.Mar 5arXiv

This paper says we should test AI the way real life works: by letting it ask questions, gather clues, and make smart moves step by step under a limited budget.

#interactive benchmarks#information acquisition#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