most citedFairness through Experimentation: Inequality in A/B testing as an approach to responsible design

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cs.CL2026

TRiMS: Real-Time Tracking of Minimal Sufficient Length for Efficient Reasoning via RL

Tingcheng Bian, Jinchang Luo, Mingquan Cheng +5

Large language models achieve breakthroughs in complex reasoning via long chain-of-thought sequences. However, this often leads to severe reasoning inflation, causing substantial c…