Obtain comparable disclosures before deciding: What evidence | AIGP
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Obtain comparable disclosures before deciding: What evidence should determine the decision?

AIGP Understanding How to Govern AI Development Hard

The committee needs comparable environmental and dependency evidence before weighing capability and resource tradeoffs.

The question

A software procurement committee compares two coding assistants. Tool X requires substantially more cloud computation but has stronger benchmark results on proprietary code; Tool Y runs locally, uses fewer resources, and has weaker but still adequate results on the organization’s tested tasks. Neither vendor provides complete environmental or third-party dependency information. What evidence should determine the decision?

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  1. Obtain comparable disclosures before deciding.
    Comparable disclosures address the material environmental and value-chain uncertainties before the committee weighs capability and resource tradeoffs.
  2. Choose Tool X because proprietary-code benchmarks are stronger.
    Benchmark strength does not resolve environmental burden, dependency exposure, or the significance of the resource difference.
  3. Prefer local execution.
    Local execution and lower resource use are relevant, but they do not resolve the missing environmental and dependency evidence.
  4. Postpone selection until every environmental and dependency detail is known.
    The committee should obtain decision-relevant comparable evidence, not require perfect information regardless of proportionality.
The trap
When material constraints interact, obtain comparable evidence on each before selecting based on one attractive metric.

How to remember it

The committee needs comparable environmental and dependency evidence before weighing capability and resource tradeoffs.

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