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AI-ETHICS5 MIN READ

Impact assessment in 20 minutes

Complete a practical AI impact assessment with purpose, affected groups, harms, controls, and owner.

Assess an AI survey analyzer before it processes 3,800 employee comments. Purpose -> affected people -> harms -> controls -> owner. The common shortcut is to call the tool "just analytics" and skip the fact that outputs can shape managers, reputations, and employee trust. Before Run all comments through the analyzer and share department-level sentiment with executives. After Analyze aggregated themes only, redact names, block small-group cuts, document limits, and review outputs before sharing. Purpose Define: identify organization-wide themes to improve support programs, not rate managers. Purpose separates legitimate insight from surveillance-like use. Affected people Name employees, managers mentioned in…

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