Import AI 440: Red queen AI; AI regulating AI; o-ring automation

This Import AI newsletter installment appears to cover three interconnected themes in AI development and deployment. The 'Red Queen' framing likely references competitive AI dynamics where systems must continuously improve to maintain advantage. The piece examines how AI itself can regulate other AI systems—an emerging challenge as autonomous agents become more prevalent in organizations. The 'o-ring automation' concept addresses critical bottlenecks in automated workflows where single failure points can cascade through entire processes. The opening question 'How many of your are LLMs?' suggests examination of what percentage of workforce interactions now involve language models. These topics collectively address practical challenges organizations face: maintaining competitive advantage with AI agents, establishing governance mechanisms for autonomous systems, and designing workflows that account for critical dependencies. The combination suggests the newsletter tackles both opportunity and risk dimensions of agentic AI adoption.