Returning nominees:
After OpenAI released GPT-5.3-Codex (high) which performed substantially better and faster at these types of tasks than GPT-5.2-Codex, I asked Codex to write a UMAP implementation from scratch in Rust, which at a glance seemed to work and gave reasonable results. I also instructed it to create benchmarks that test a wide variety of representative input matrix sizes. Rust has a popular benchmarking crate in criterion, which outputs the benchmark results in an easy-to-read format, which, most importantly, agents can easily parse.
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Chat GPT app icon is seen on a smartphone screen, on August 4, 2025.
many steps you perform per allocation based on how frequently
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1967年出生的姚雄杰，与后来名震互联网界的张一鸣、王兴同乡，但他的创业轨迹却截然不同。上世纪八十年代初，姚雄杰还在深圳国贸中心摄影器材公司谋生，从最基层做起。