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Glossary

Reinforcement learning

Quick answer

A training approach in which a model learns by receiving rewards or penalties for its actions.

Workflow data and human judgments can help define rewards for AI agents.

Why Reinforcement learning matters when licensing company data to AI

Reinforcement learning trains a model by rewarding or penalizing its actions, so it learns which choices lead to good outcomes. Licensed business records can support this when they show the steps people took and the results those steps produced. Buyers will ask whether records include clear outcomes, such as a resolved ticket or an approved request, that can act as signals.

  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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