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Qualcomm’s Contribution to the Growth of Edge AI

Edge AI became commercially meaningful when machine learning stopped being a cloud-only exercise and started running where data is created: on phones, cars, cameras, headsets, industrial gateways, and small embedded systems. That shift did not happen because one company invented the category. It happened because a handful of chip and platform vendors made local inference practical at scale. Qualcomm sits near the center of that story. Its contribution is easy to underest

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