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arxiv: 2604.18419 · 2 revisions

Knowing When to Quit: A Principled Framework for Dynamic Abstention in LLM Reasoning

1. 2026-05-15 UNVERDICTED LOW v0.9.0 novelty 7.0
   32783 ms 5488 in 1328 out 2026-05-15T06:16:18.039847+00:00
2. 2026-05-10 UNVERDICTED LOW v0.9.0 novelty 7.0
   56804 ms 5488 in 1289 out 2026-05-10T04:47:39.642811+00:00