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TLDRocket
13 October 2026
The biggest shift today is the quiet move from “using AI” to living with it—agent-like systems that run close to the user, on-device when possible, and with cloud access only when the perimeter allows. Cerebras CEO Andrew Feldman framed it plainly: home personal assistants are nearing the point where they behave like an appliance, handle tasks both locally and in the cloud, and even pull from credit cards—an “always-on” capability that naturally demands tougher controls than most consumer apps. Google’s rollout ties that knot to everyday Android life: Gemini 4 Argon arrives for Gemini Pro and Ultra subscribers with a tasks mode, while Google Play adds private, on-device “vibe-coded” apps that users can run without publishing.
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