It was "surprise gifts, thoughtful gestures and the kindness of a cup of tea in bed". Warming the car on a cold morning. Picking wildflowers and putting them in a vase. Sharing a private smile at a party.
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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Мощный удар Израиля по Ирану попал на видео09:41
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