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BlueField-4 DPU acts as the only hardware gate on a glowing cable between a sealed agent sandbox and AI model block, per NVIDIA agent safety tests.

AI

NVIDIA Puts Agent Safety in Silicon: 19 Rogue Actions in 122 Test Runs

September 28, 2026

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Icelandic AI hall liquid-cooled GPU rack; DSX MaxLPS fits 192 GPUs into 140 slots, 37% more AI capacity, amber streams.

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264.4 kW, 192 GPUs: DSX MaxLPS Squeezes 37% More AI Capacity

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Isometric 3D render of five translucent stacked prompt layers in a server rack, with tool cards, JSON packets, a red error gate, and a human-route chute.

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Five-Layer Prompt Architecture That Stops Hermes Agent Failures in Production

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Glowing bot traffic river splits around a shield gateway as one lit menu card takes payment, visualizing Cloudflare's 1,000x agent traffic warning.

Business

Bots Now Outnumber Humans Online: Cloudflare’s 1,000x Agent Traffic Warning

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BlueField-4 DPU acts as the only hardware gate on a glowing cable between a sealed agent sandbox and AI model block, per NVIDIA agent safety tests.

NVIDIA Puts Agent Safety in Silicon: 19 Rogue Actions in 122 Test Runs

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Dissected AI server in a glass testing chamber with probes and readouts, illustrating Stanford's Landay: test what AI actually does before writing policy.

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