Early Stopping in Large Reasoning Models: A Survey and Empirical Audit of Efficiency and Reliability
arXiv:2611.00166v1 Announce Type: new Abstract: Large reasoning models can improve accuracy by generating longer reasoning traces, but some of this computation may be unnecessary. Early-stopping methods aim to stop once enough reasoning is available to answer. Evaluating these…
AI Summary & Key Takeaways
- arXiv:2611.00166v1 Announce Type: new Abstract: Large reasoning models can improve accuracy by generating longer reasoning traces, but some of this computation may be unnecessary
- Early-stopping methods aim to stop once enough reasoning is available to answer
- Evaluating these…
Early Stopping in Large Reasoning Models: A Survey and Empirical Audit of Efficiency and Reliability
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