AI Anti-Patterns
Chapter: Chapter 7 — Red Teaming with AI & Humans in the Loop
Summary
Section titled “Summary”Sycophancy, false balance, phantom citations, shallow steel-man, checklist theater in AI output.
When to use
Section titled “When to use”Any AI-assisted red team session; facilitator quality control.
Method
Section titled “Method”Match symptom to anti-pattern table → run recommended command (ai-check, steelman, calibrate).
RedTeam notes
Section titled “RedTeam notes”Reference doc: skill/reference/ai-anti-patterns.md
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.