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Glossary

RLAIF

Quick answer

Reinforcement learning from AI feedback: using an AI model's judgments in place of, or alongside, human feedback.

RLAIF can scale feedback, but human data is still used to anchor and validate it.

Why RLAIF matters when licensing company data to AI

RLAIF, or reinforcement learning from AI feedback, uses an AI model's judgments in place of or alongside human feedback. For a licensing buyer, the practical question is whether human-labeled records exist to check the AI judgments. A dataset holding both kinds of signal lets the buyer test whether automated ratings agree with expert reviewers before relying on 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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