有分析預測,德國未來應該會將兩國關係定位為「戰略夥伴」與「系統性競爭者」並存的雙重框架:一方面反對保護主義、支持自由貿易,另一方面強化對中國威權擴張的警惕。路透報導指出,從默茨強調「尋找理念相近的夥伴」,顯示德國正從過去與中國無條件接觸轉向有條件、有限度的合作,訪問中國難以帶來「黃金時代」回歸,而是務實的「有限合作」。
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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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