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I’m not content with only 2-3x speedups: nowadays in order for this agentic code to be meaningful and not just another repo on GitHub, it has to be the fastest implementation possible. In a moment of sarcastic curiosity, I tried to see if Codex and Opus had different approaches to optimizing Rust code by chaining them:
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Estimated shortcuts: ~91 million (a manageable number for global routing)
AI 懂得算法上的“安全对齐”，但它不懂得作为社会公器去捍卫公众利益；
说到端侧推理，还有一个关键因素：Windows AI 生态的优化路径是分散的。