Forecast the foreseeable misuse and add usage restrictions | AIGP
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Forecast the foreseeable misuse and add usage restrictions: Which governance action best addresses this

AIGP Understanding How to Govern AI Deployment and Use Medium

Foreseeable misuse of a benign feature is governed by forecasting it and adding safeguards to reduce downstream harm.

The question

A translation feature in a deployed app can be prompted to produce convincing phishing messages in many languages, a use the team did not intend but can foresee. Which governance action best addresses this concern?

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  1. Keep refining the model's translation fluency so its multilingual output reads even more naturally to readers
    Higher fluency does nothing to prevent misuse and could actually make abusive outputs more convincing.
  2. Migrate the entire feature to a cheaper compute region to lower its per-request operating cost
    Reducing operating cost is a budget matter and ignores the foreseeable harmful use entirely.
  3. Forecast the foreseeable misuse and add usage restrictions and safeguards to reduce the downstream harm ✓
    Anticipating the phishing misuse and constraining it directly reduces the foreseeable downstream harm, as the objective requires.
  4. Revise the product marketing copy to highlight the wide breadth of languages the feature supports
    Marketing messaging does not forecast or mitigate the misuse risk the scenario raises.
The trap
Improving the feature's intended performance while leaving a foreseeable misuse pathway unaddressed.

How to remember it

Foreseeable misuse of a benign feature is governed by forecasting it and adding safeguards to reduce downstream harm.

How many of these would you get right?

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