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Glossary · Use and training pipelines

Process supervision

Supervision applied to intermediate procedure or steps rather than only the final outcome; outcome supervision derives its signal from terminal outcomes alone. A training use of a process-resolution signal, not a mechanism.

Defined in

Handbook · InstrumentSignals and resolutionVerdict, score, preference or critique; about a step, action, artifact, trajectory or population. Why PRMs, value models and margins are different objects.
Process evaluation
Judges intermediate steps, actions, states, or evidence acquisition. Justified when the path itself matters; harmful when it forces one canonical chain.
Process reward model (PRM)
A learned judge operating at step or state resolution. "Process" names the resolution, not a rung above outcome checkers.

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