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627 Your developers are already running AI locally: Why on-device inference is the CISO’s new blind spot

VentureBeat
VentureBeat · 04/12/2026 12:00 EDT

For the last 18 months, the CISO playbook for generative AI has been relatively simple: Control the browser.Security teams tightened cloud access security broker (CASB) policies, blocked or monitored traffic to well-known AI endpoints, and routed usage through sanctioned gateways. The operating model was clear: If sensitive data leaves the network for an external API call, we can observe it, log it, and stop it. But that model is starting to break.A quiet hardware shift is pushing large language model (LLM)

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