The system's potential effects and harms on individuals | AIGP
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The system's potential effects and harms on individuals: Which focus most accurately describes what that

AIGP Understanding How to Govern AI Development Medium

An impact assessment evaluates the system's potential effects and harms on people and how to mitigate them.

The question

Before building an AI system that will screen job applicants, a reviewer is tasked with performing an impact assessment. Which focus most accurately describes what that assessment is meant to evaluate?

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  1. The projected cloud-hosting costs and the vendor licensing fees expected across the system's first year.
    Plausible governance input, but budgeting is a financial exercise, not an assessment of impacts on people.
  2. The unit-test coverage percentage and the code-quality metrics produced by the engineering build pipeline.
    Plausible but engineering quality metrics are testing outputs, not an assessment of societal or individual impact.
  3. The uptime and latency service levels the operations team will commit to once the system is in production.
    Plausible but service-level targets concern availability, not the human impacts an impact assessment examines.
  4. The system's potential effects and harms on individuals and groups, and the measures to mitigate them.
    An AI impact assessment evaluates potential effects/harms on people and the mitigations for them.
The trap
Confusing an impact assessment with cost, code-quality, or service-level analysis.

How to remember it

An impact assessment evaluates the system's potential effects and harms on people and how to mitigate them.

How many of these would you get right?

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