All topics / Data security

LAB DISCIPLINE / 05

Data security

Keep your secrets out of the crystal ball.

Data classification, retrieval authorization, secret handling, and AI data exposure.

Data boundariesRetrieval authorizationSecret handling
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THE STARTING POINT

Three things to get right.

  1. Authorize retrieval against the requesting identity.
  2. Use synthetic data when evaluating prompts and tool behavior.
  3. Review where prompts, responses, and traces are stored.

TRY THIS IN THE LAB

A question worth testing.

Create two synthetic document collections with different access groups. Confirm the assistant cannot retrieve one group’s content for a user in the other.

Browse the lab notes

Leave a useful trail.

Write down your starting assumptions, scope, expected behavior, observed behavior, and evidence. A successful test should explain what happened and which question to investigate next.

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