一年前 AI 还只能帮他查文档、读代码、找 bug，现在已经能阅读 CUDA、PTX 和 SASS，分析每条指令的停顿时间，独立优化算子。他预计下一步，AI 还会自己设计调度方案、评估性能并完成实现。他很清楚，自己把算子优化得越好，DeepSeek 模型的训练和推理就越快，AI 也会更快追上自己。但就算他现在停下来，其他公司的模型也不会停，所以他还是会继续把算子做到最好。
他判断自己大概率不会失业，但可能被迫“转业”，从亲手写算子变成操纵 Agent 的“机甲驾驶员”。他真正难以接受的不是饭碗消失，而是以后可能再也没有机会做自己喜欢的工作：“我不得不把才华埋葬在昨天。”文章最后谈到他为什么留在 DeepSeek。他主张最前沿的 AI 应该开放、廉价地提供给所有人，并直言不相信 Anthropic 或 OpenAI 能做到这一点。他担心最强 AI 最终被少数公司掌握，让技术差距进一步变成权力和阶层差距。
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