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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 —...
Posts
AllAlfred Shen, Aaron ShenBig TechnologyCerebral ValleyCloud Security AllianceFinMCP-Bench authorsIEEE Spectrum AIMIT Tech ReviewNIST NCCoEPlatformerProtocol survey authorsSE Agents research groupSiddhant Kulkarni, Yukta KulkarniWired AI
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Infrastructure Realities Hit Agent Abstractions
The week infrastructure constraints collided with AI agent ambitions. While labs promise seamless agent-chatbot convergence, builders are hitting the **memory wall**, wrestling with tool-calling...
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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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Multi-Agent Architectures Hit Production Reality
95% of agent experiments never escape the demo phase. So are we in a bubble? Or are the builders who ship figuring out patterns the rest of us are missing?
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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...