The secret of squeaky basketball shoes

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If we could simply rewind time and watch the code execute exactly as it did for those failed requests, life would be a lot easier.

近两年,字节跳动几乎在所有内容形态中都引入了AI技术:汽水音乐让AI介入音乐创作流程,红果短剧借助AI生成漫剧内容,番茄小说则将AI引入网文写作。从新闻、音乐到小说与剧集,在字节的持续投入与推动下,AI正被系统性地用于内容的生产与分发。

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This month, OpenAI announced their Codex app and my coworkers were asking questions. So I downloaded it, and as a test case for the GPT-5.2-Codex (high) model, I asked it to reimplement the UMAP algorithm in Rust. UMAP is a dimensionality reduction technique that can take in a high-dimensional matrix of data and simultaneously cluster and visualize data in lower dimensions. However, it is a very computationally-intensive algorithm and the only tool that can do it quickly is NVIDIA’s cuML which requires CUDA dependency hell. If I can create a UMAP package in Rust that’s superfast with minimal dependencies, that is an massive productivity gain for the type of work I do and can enable fun applications if fast enough.

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