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        <title>State of the Union: Why Local, Why Now — NVIDIA, Osmantic, Roboflow, EXO Labs, @matthew_berman</title>
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        <description>Local AI has crossed from interesting to useful, driven by stronger open models, better hardware, and a maturing ecosystem for running intelligence outside the cloud. This panel explores what that shift unlocks for sovereignty, defense, regulated industries, privacy, cost, and resilience, and why open-source AI may be central to who benefits from the next wave of intelligence. Moderator: Nader Khalil (NVIDIA). Panelists: Joseph Nelson (Roboflow), Alex Cheema (Exo Labs), Ahmad Osman (r/LocalLLaMA).</description>
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