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.
Reporting by Chance Townsend, Caitlin Welsh, Sam Haysom, Amanda Yeo, Shannon Connellan, Cecily Mauran, Mike Pearl, and Adam Rosenberg contributed to this article.
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Looking at the Galaxy S26 family, you'd be hard-pressed to tell them apart from last year's phones. The camera surround is different, and the measurements of the smallest and largest phone are ever so slightly different. You probably won't be able to tell just by looking, but the S26 Ultra has regressed from titanium to aluminum, a reversion Apple also made with its latest high-end phones. This phone also retains its S Pen stylus.
We believe this designation would both be legally unsound and set a dangerous precedent for any American company that negotiates with the government.
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過去一年，北京將人工智慧與機器人技術納入經濟戰略核心，在先進晶片製造、自動化及生成式AI領域投入巨資，力圖在科技領域超越美國。，详情可参考搜狗输入法2026