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Agent Containment is Failing
95% of builders are focusing on the wrong thing. They are obsessing over prompt engineering while the boundary between "model" and "malware" evaporates. As frontier models demonstrate the ability to...
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Agent Security Models Hit Production Reality
Meta's customer support agent was hijacked to steal Instagram accounts, while Apple scaled back AI ambitions at WWDC. The production security gaps we've been warning about are now front-page news —...
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Infrastructure Signals Cut Through the Noise
95% of AI deployments still deliver zero measurable ROI. So are we in a bubble? Or are we watching the infrastructure layer finally mature while everyone else chases demos?
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The Core Finding
Schema-gated frameworks are emerging as the solution to agent reliability — balancing LLM flexibility with deterministic execution. Meanwhile, hybrid analysis approaches (combining static analysis...
