Consultant gynaecologist Prof Richard Smith, from Imperial College Healthcare NHS Trust, started researching womb transplantation more than 25 years ago and was present at Hugo's birth. He said "a huge team of people" had been involved in the process - from the transplant operation to the embryo transfer and the delivery itself.
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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Lets you test multiple ideas in a single experiment instead of having to perform many individual tests over a long period
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