BREAKING
AI Self-Auditing Code Flagged as Risk
Blind Spots Carry Into Final Code
Adversarial Two-Model Review Loop
1
Plan layout
↓
2
Hand to opposing engine
↓
3
Cross-audit code
↓
4
Log to Markdown
Single Model vs Multi-Model Review
Single Model
Risk
●
Cannot question own assumptions
●
Blind spots carry over
Multi-Model
Roundtable
●
Surfaces disagreement
●
Prevents groupthink
Politeness Spiraling Still a Danger
Robust, But Humans Stay in the Loop
AI NEWS BLITZ
Letting one AI model check its own code is being flagged as an operational risk.