[KongchangAI]
Unverified50% confidenceFactExact time

In the reasoning model pipeline, the verifier is used in the inference-time scaling stage to score multiple sampled answers and pick the best one, provides reward signals in GRPO training, and is used in the distillation stage to filter high-quality reasoning trajectories.

1
Sources
50%
Confidence
Long-term
Relevance
10/30/2026
First Seen

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