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”.
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财报数据显示，丰田在2026财年第三季度（2025年10-12月）的净利润为1.26万亿日元，较2025财年同期减少0.93万亿日元，同比减少43%。
Фото: Jacek Marczewski/Agencja Wyborcz / Reuters
The pipeline has two stages: