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#Edge Ai

7 articles on Edge Ai — news, releases, guides and analysis from the SourceFeed engine.

The Browser Is Finally a Real LLM Runtime

With WebGPU now default in every major browser, WebLLM makes local inference a deployable tier — with real caveats.

Eight months on, the Apache-licensed family looks less like a frontier bid and more like enterprise infrastructure.

DeepGrove's Maple-Preview stacks native ternary training on MoE sparsity, and the arithmetic largely holds up.

The ESP32-S3 demo matters less for what it writes than for how it splits hot and cold parameters.

T3000 and T2000 give foundation-model robots a cost ladder, with emulation years before volume silicon.

By synthesizing a GPT model directly into hardware, GateGPT achieves massive throughput at a fraction of the clock speed.

A highly optimized C++ pipeline bypasses the CPU to run real-time object detection on low-cost Rockchip NPUs.

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