Different types of lipid molecule are transported around the cell by lipid-transfer proteins. Biochemical approaches have been adapted to measure which lipids are captured by the more than 130 known human lipid-transfer proteins, providing a valuable resource that reveals some principles of how these transporters work.
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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.,推荐阅读夫子获取更多信息
# The Z80 experiment
scientificamerican.com