Memory Became a Financing Problem

Hosts: Lenar Kess, Damra Vol. Today’s episode starts with SK Hynix seeking nearly $29.4 billion for AI investment, then moves into the papers trying to make agents testable, governable, and safer in domains where mistakes leave the chat box.CNBC on SK Hynix gives the day’s concrete infrastructure signal: memory demand is turning into capital-market machinery, not only chip roadmaps.RIFT-Bench tests agentic systems through discovered structure and adaptive probes, which makes security evaluation less dependent on one framework.the offensive-security agent analysis shows how agents used for security work can become targets themselves, including secrets exfiltration and sandbox escape paths.Metis separates text memory from code memory and argues that agents need both, depending on cost, reuse, and transfer.RaDaR reports a rare-disease physician-assistance trial, while the medical safety papers show why deployment claims need trials, logs, and domain-specific failure tests.

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