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As Self-Improvement Becomes Industrial Strategy, Evaluation and Safety Foundations Lag
- Recursive self-improvement has shifted from a theoretical safety concern to an explicit industrial architecture pursued by multiple frontier-adjacent organizations, elevating both its transformative potential and governance urgency. ⏱️ Chapters 00:00 Intro 00:16 As Self-Improvement Becomes Industrial Strategy, Evaluation and Safety Foundations Lag 00:21 Highlights 02:35 Recursive Self-Improvement Moves from Theory to Industrial Strategy 05:46 Evaluation Validity Erodes as Benchmarks Prove Gameable Across Domains 08:40 Agentic Safety Threats Outgrow Response-Centric Defenses 11:29 World…
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