Leadership — Lesson 11 | People United Foundation

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Lesson 11 • Leadership

Case Scenarios

Scenarios help you test benefits and risks before deployment. Practice deciding when AI is appropriate and what safeguards are needed.

Estimated time: 20 minutes Ethics-first Practical

Key concepts

Evaluate benefits, risks, and conditions for ethical use.
Design human oversight and transparency into workflows.
Avoid automating decisions about people.

Practice Exercise

Choose one scenario (e.g., summarizing reports, drafting communications). Write benefits, risks, and conditions for ethical use.

Template (copy/paste)

ROLE: You are my AI assistant.
TASK: Run a scenario analysis.
OUTPUT: Benefits, risks, mitigations, decision recommendation.
CONSTRAINTS: If risks affect individuals, recommend 'do not deploy' unless safeguards are strong.

Ethics & accuracy: verify important facts, avoid sharing sensitive personal data, and be transparent when AI helped draft content.

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