Human-in-the-Loop Decision Authority
Chapter: Chapter 7 — Red Teaming with AI & Humans in the Loop
Command: /redteam review
Summary
Section titled “Summary”The decider remains accountable. AI informs and challenges; it does not approve, commit, or replace stakeholder judgment.
When to use
Section titled “When to use”Setting expectations for AI-assisted reviews; avoiding “the model said no.”
Method
Section titled “Method”Deliver findings and alternatives. Human retains GO/NO-GO. Record dissent and confidence. AI never owns the outcome.
RedTeam notes
Section titled “RedTeam notes”Handbook v10 entry. RedTeam updates and extends the v9 lineage — not a verbatim reproduction.
Related
Section titled “Related”Lineage
Section titled “Lineage”Part of The Red Team Handbook, Version 10, maintained by Curate Labs — successor to the defunct UFMCS v9.0 work. See SOURCE.md and NOTICE.md.