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20122026
most citedRAProp: Ranking Tweets by Exploiting the Tweet/User/Web Ecosystem and Inter-Tweet Agreement

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cs.LG2026

The Missing "I Don't Know": Why Three Reasoning-Reliability Findings Converge on Calibrated Abstention

Srijith Ravikumar

Three recent results describe what look like unrelated LLM reliability problems. Yin et al. (2026) show reasoning RL collapses tool-reliability representations. Suleymanov et al. (…