A reassessed context record linked to new measurements | AIGP
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A reassessed context record linked to new measurements: Which evidence would resolve the disagreement?

AIGP Understanding How Laws, Standards and Frameworks Apply to AI Hard

NIST functions are cross-cutting and iterative; changed affected groups can require renewed MAP work informed by MEASURE and MANAGE.

The question

A customer-service provider reviews an AI assistant. Initial MAP work described intended users, but MEASURE testing reveals frequent use by an unanticipated vulnerable customer group. The approval team says the framework requires completing GOVERN, MAP, MEASURE, then MANAGE once in that order. Which evidence would resolve the disagreement?

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  1. A final dashboard showing average response accuracy after testing.
    A dashboard may summarize measurement, but cannot establish whether changed users require renewed context analysis or governance action.
  2. A reassessed context record linked to new measurements and treatment decisions. ✓
    NIST functions interact and recur; changed users require MAP reconsideration connected to measurement and subsequent treatment decisions.
  3. A treatment register listing mitigations without revisiting affected users.
    Treatment records are relevant, but selecting treatments without updating the changed context leaves the new affected group insufficiently analyzed.
  4. A governance approval memo confirming the original deployment authority.
    Original authority may remain relevant, but it does not resolve changed affected populations or connect new evidence to treatment.
The trap
Do not infer a rigid one-pass sequence; changed context can send the team back to MAP while informing later treatment.

How to remember it

NIST functions are cross-cutting and iterative; changed affected groups can require renewed MAP work informed by MEASURE and MANAGE.

How many of these would you get right?

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