The Ouroboros Machine

Short summary

AI-generated code now comprises 42% of committed code, with AI systems reviewing their own output while humans barely intervene. Research shows AI-generated code produces 1.7× more defects and up to 2.74× higher security vulnerabilities, particularly in business logic and authorization. The core issue: AI generators and reviewers share identical blind spots, creating systemic architectural risks in enterprise systems.

• •42% of committed code is now AI-generated; AI reviews AI while humans approve with minimal oversight
• •AI-generated code has 1.7× higher defect rates and up to 2.74× more security vulnerabilities than human code
• •AI generators and reviewers share blind spots in business logic and authorization, creating systemic architectural failures

Generated with AI, which can make mistakes.