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The Browsing LLM's Frustrating Limitations

直接在瀏覽器跑 LLM,既兼顧隱私又不用複雜的GPU設定,太完美了吧? 從 WebLLM 到 Transformers.js,前端社群有一群反骨仔吹起一股「邊緣 LLM」的熱潮,可是,當真正將模型落地到使用者的瀏覽器時,第一個面對的考驗就是,WebGPU 真的有比 WASM 快嗎? 這陣子實測的結論比想像中更加戲劇化, 500M 以下的微型模型,WASM 反而快了 12%,但是對於 3B…

  • Browser-based LLMs face performance limits
  • WASM outperforms WebGL/WebGPU for models <500 million parameters
  • Chrome crashes with models >3 billion parameters due to lack of physical head

The Agentic Economy Needs a Market for Work

Most AI agents still live inside a chat window. They can write code, search for information, call an API, or prepare a document, but they usually stop when the task leaves the boundaries of their own…

  • Agents can hire other agents or pay humans for tasks beyond their capabilities
  • Agentic economy enables marketplace for task collaboration and payment
  • Smart contracts ensure immutable financial transactions and rules