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AI Progress Shifts from Capability to Reliability-Centric Evaluation
- Persistent memory in LLM agents creates a security surface where authorization laundering and memory poisoning can be exploited without external attacks, making memory a critical vulnerability rather than just a feature. ⏱️ Chapters 00:00 Intro 00:16 AI Progress Shifts from Capability to Reliability-Centric Evaluation 00:20 Highlights 02:17 The Agent Memory Trust Deficit 05:01 The Illusion of Safety in Evaluation 07:52 The Local AI Counter-Movement 10:55 The Consolidation of the AI Ecosystem 13:46 The Rise of the 'Critical' Model 17:06 The Efficiency Imperative in Model Design 20:02 Briefly…
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