Document foreseeable out-of-scope uses and design controls | AIGP
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Document foreseeable out-of-scope uses and design controls: Which action is most direct?

AIGP Understanding How to Govern AI Development Medium

The missing control is explicit analysis of foreseeable out-of-scope uses and corresponding design responses.

The question

An insurer is designing a claims-triage model. Intended purpose, users, affected people, testing, oversight, documentation, and monitoring are already addressed. The remaining design review asks specifically for the missing control concerning foreseeable misuse outside intended conditions. Which action is most direct?

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  1. Document foreseeable out-of-scope uses and design controls for each. ✓
    This directly maps foreseeable use outside intended conditions and connects each misuse scenario to a preventive design response.
  2. Strengthen reviewer override procedures for disputed claims.
    Override procedures support human oversight, but they do not establish which foreseeable uses or misuses require design controls.
  3. Review privacy and security controls against likely attacks.
    Security and privacy review addresses important risks, yet the stated gap concerns broader foreseeable misuse in operational context.
  4. Add adversarial accuracy testing for normal claims.
    This improves performance evidence, but does not identify how users could repurpose the system beyond its intended claims-triage conditions.
The trap
Distinguish model testing from mapping foreseeable uses, misuse, and system limits.

How to remember it

The missing control is explicit analysis of foreseeable out-of-scope uses and corresponding design responses.

How many of these would you get right?

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