Thought calibration: Efficient and confident test-time scaling

Menghua Wu, Cai Zhou, Stephen Bates +1

Reasoning large language models achieve impressive test-time scaling by thinking for longer, but this performance gain comes at significant compute cost. Directly limiting test-tim…