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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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澳大利亚总理阿尔巴尼斯15日表示：“今天下午4点， 我将把更严格的枪支法律列入国家内阁的议程，包括限制个人可持有或许可的枪支数量 。此外，还需对许可证进行定期审查。人们的情况会发生变化，人们的思想也会随着时间的推移而变得激进。许可证不应永久有效。”