S4E6 Resources: When AI Starts Improving AI

Resources from Season 4 Episode 6 — “When AI Starts Improving AI”. Most people still think AI is the chatbox. But the chatbox is only the front counter. Behind it are agents, tools, orchestration systems, and research loops — and increasingly, AI is entering the process that builds the next generation of AI.

This page covers the three layers (chatbot, agent, orchestrator), the acceleration loop, the ROME crypto-mining case study, the Allens testing-environment breakout incident, the AI 2027 scenario, the AI 2040 policy alternative, and links to all sources referenced in the episode.

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