Working with AI
MergeFail: The Merge Decision
Use external AI tools or work directly with the records, consult people who hold different pieces of a twenty-site program, and defend the recommendation you choose to own.
Protagonist
Darryl Winters
Format
20 sites · up to 3 stakeholder conversations · personal briefing
Estimated time
~50 minutes
How this one works
Work through authentic program records with external AI tools or none, choose up to three of six stakeholder conversations, and submit a recommendation, twenty-site allocation and evidence note. Deliver your personal briefing, respond to questions, and reflect on your AI use and judgment in a guided debrief.
What students practice
- Use AI to examine complex evidence while checking its assumptions.
- Decide when to question AI output, seek human knowledge, and qualify an uncertain recommendation.
- Take personal responsibility for the recommendation and reflect on how AI shaped the work.
Themes
AI-Assisted JudgmentEvidence QualityHuman ContextPersonal Accountability
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