Evaluating AI reasoning with process supervision
Checklist for assessing AI models trained with process supervision versus outcome supervision.
Before or after
after
Context
Evaluating AI models trained with process supervision.
What it does and when to use it
This checklist outlines steps to evaluate AI models trained with process supervision. It involves generating multiple solutions, ranking them with a reward model, and comparing the accuracy of chosen solutions against outcome-supervised models to assess performance and reliability.
Sources and credit
- Improving mathematical reasoning with process supervision ↗OpenAI · OpenAI News · May 31, 2023 · paraphrased
First seen on Subvolts May 31, 2023. Updated Sep 11, 2026. Spotted a problem? Tell us.
Where it shows up
- Improving mathematical reasoning with process supervisionOpenAI · OpenAI News · May 31, 2023
Terms used
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Questions people ask
- Which AI tools does this work with?
- Any current model. It was seen with in the sources.
- Where did this come from?
- OpenAI (OpenAI News). Subvolts collected, normalized and credited it; the link above opens the original.