05:02
2026-06-19
discuss.huggingface.co
large-language-models
When Should LLMs Verify Instead of Think Longer?
Researchers introduced SEVRA, a serving-layer controller that decides when a frozen reasoning model should verify its answer instead of thinking longer, finding that selective verification improves ac…