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Siri Ultra's Deployment Solution Eliminates Specialized Hardware Dependencies

2025-09-09 1.9 K

AI-enhanced solutions with zero hardware costs

Siri Ultra innovatively adopts a pure software solution to realize Siri functionality upgrade, and its technical solution contains three key designs: 1) Deploying the model inference process at the node closest to the user based on the Cloudflare edge computing network; 2) Using KV key-value storage to save the user's configuration, avoiding the need for local persistence; and 3) Realizing rapid deployment through standard npm package management. rapid deployment of dependent environments.

Compared with traditional AI hardware solutions, this solution has significant advantages: users do not need to purchase NPU chip equipment, and all iPhone models released after 2015 are compatible; cloud computing resources are allocated on demand, avoiding the waste of terminal arithmetic; model updates are completed through the server side, ensuring that all users are synchronized to obtain the latest capabilities. Actual deployment tests show that it takes only 15 minutes from code cloning to feature enablement, and the annual operation and maintenance cost is less than 5 dollars.

This lightweight deployment model dramatically lowers the threshold for using AI technology, making the capabilities of advanced language models truly accessible to mass users.

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