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Nature, Published online: 26 February 2026; doi:10.1038/d41586-026-00602-z
The experiment methodology left me dubious about the kind of point they wanted to make. Why not provide the agent with the ISA documentation? Why Rust? Writing a C compiler is exactly a giant graph manipulation exercise: the kind of program that is harder to write in Rust. Also, in a clean room experiment, the agent should have access to all the information about well established computer science progresses related to optimizing compilers: there are a number of papers that could be easily synthesized in a number of markdown files. SSA, register allocation, instructions selection and scheduling. Those things needed to be researched *first*, as a prerequisite, and the implementation would still be “clean room”.
陆逸轩：我不会说有某一个具体的榜样。所有拥有成功国际职业生涯的钢琴家，某种程度上都是我努力的方向，但并不意味着我要复制他们的路径。事实上，大多数国际演奏家的职业轨迹在表面上都很相似，都是在世界上最重要的城市，与最好的乐团合作。肖赛夺冠之后，我的职业确实发生了很大的变化，现在回头看，我可以很清楚地说，我需要通过夺冠才能达到现在的状态，如果不夺冠就不可能。但其实我之前就清楚赢得肖赛意味着什么，因为我看到这件事对其他钢琴家的影响。夺冠后才拿到的这些演出机会，我一点不意外。如果我不认为它会产生如此重要的影响，我是不会重新参赛的。