Deep potential molecular dynamics study of boron nanostructure formation in aluminum melts

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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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Android has historically been characterized as an open platform where users and developers can operate independently of Google’s services. The proposed developer registration policy fundamentally alters that relationship by requiring developers who wish to distribute apps through alternative channels — their own websites, third-party app stores, enterprise distribution systems, or direct transfers — to first seek permission from Google through a mandatory verification process, which involves the agreement to Google’s terms and conditions, the payment of a fee, and the uploading of government-issued identification.