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Glossary

Reward model

Quick answer

A model trained to score responses by how well they match human preferences or task success.

It guides reinforcement learning by acting as an automated judge.

Its quality depends on the preference data behind it.

Why Reward model matters when licensing company data to AI

Reward model is trained to score responses by how well they match human preferences or task success. It guides reinforcement learning by acting as an automated judge. Its quality depends on the preference data behind it, which is why buyers check how reviewers' judgments were recorded before licensing them.

  1. 01Your work records
  2. 02Personal details removed
  3. 03You approve the release
  4. 04Licensed to AI developers
How it works with SourceX: Your work records → Personal details removed → You approve the release → Licensed to AI developers.Illustrative

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