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Understand learning suggestion states

Distinguish pending, risky, adopted, and ignored learning suggestions.

Updated 2026-07-17

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Waiting for your decision and unable to affect the AI agent yet.

A learning suggestion is only a proposal. AI can use it only after successful adoption into a usable asset.

States#

  • Pending: Waiting for your decision.
  • Risky: May affect policies, commitments, or execution and needs stricter review.
  • Adopted: Entered the testing or activation path.
  • Ignored: Will not take effect and should no longer appear as pending work.

Before adopting, check the customer question, suggested answer, evidence, scope, expiry, and required capabilities. Do not directly adopt a suggestion that lacks a reliable answer or depends on an unavailable tool.

Equivalent intents should merge into an existing asset. If ignored content repeatedly returns, preserve examples and report it instead of processing every duplicate.

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