Block release pending remediation decision: What is the most | AIGP
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Block release pending remediation decision: What is the most direct missing control?

AIGP Understanding How to Govern AI Development Hard

Known red-team findings require remediation or documented residual-risk authorization before release, regardless of favorable benchmark results.

The question

During procurement of a software-assistance model, red-team testing identifies prompt-injection and confidential-data leakage paths. The supplier provides a favorable benchmark, but remediation evidence and residual-risk acceptance are absent. All other procurement controls are satisfied. What is the most direct missing control?

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  1. Block release pending remediation decision
    Documented red-team findings require remediation or an authorized residual-risk decision before release, rather than allowing benchmark results to close the gap.
  2. Add quarterly supplier performance reporting
    Periodic reporting supports ongoing oversight, but the immediate release decision requires treatment or explicit acceptance of known findings.
  3. Expand employee training on secure prompting
    Training may reduce some misuse, but it cannot by itself address confidential-data leakage paths or document residual-risk authorization.
  4. Request a larger supplier benchmark
    A larger benchmark may add evidence, but it does not resolve known injection and leakage findings or establish risk acceptance.
The trap
Known high-consequence findings outweigh generic benchmark comfort until treatment or accountable risk acceptance is documented.

How to remember it

Known red-team findings require remediation or documented residual-risk authorization before release, regardless of favorable benchmark results.

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