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RustNN and the W3C WebNN standard provide a unified solution for running AI agents locally. The RustNN ecosystem allows developers to write ML workloads once in Rust and deploy them across three environments: desktop, Node.js, and WebAssembly. This approach enables hardware acceleration across different platforms without code duplication.