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Agentic Jailbreaking is the New Kernel Panic
95% of teams are focused on the wrong threat model. They are still obsessing over "prompt engineering" and making models say bad words, while the real danger is moving toward complex agentic...
Posts
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Agentic Whistleblowing and the Power-Hungry Future
95% of companies will deploy agents that fail because they only monitor outputs, not behaviors. As we shift from simple chatbot queries to resource-intensive agentic workflows, we aren't just scaling...
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Agentic Security is the New Perimeter
95% of agentic workflows will fail to provide ROI because they ignore the most critical boundary: the tool-use perimeter. As we move toward GPT-6 Astra-class capabilities, the real challenge isn't...
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Agent Sandboxes Are Leaking
95% of developers are building agents that are one tool-call away from a security disaster. We’re moving from simple chat interfaces to autonomous agents with system access, and the "sandbox" is no...
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Sticky Routing and Context Bombing are the New Edge Bottlenecks
95% of AI implementations will fail to scale because they focus on the wrong bottleneck. Everyone is obsessed with model size, but the real frontier is shifting from "how large can we build" to "how...
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Claude Fable 5's Silent Refusals Are a Production Risk
Most builders think a 200 OK response means the job is done. They're wrong. Anthropic's launch of Claude Fable 5 "Mythos" introduces a critical reliability gap for agentic workflows: **silent...
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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?