The FastAPI webapp Python code is good with logical integration of HTMX routes and partials, but Opus 4.5 had fun with the “YouTube-themed” aspect of the prompt: the video thumbnail simulates a YouTube thumbnail with video duration that loads an embedded video player when clicked! The full code is open-source in this GitHub repository.
curl -L https://nodejs.org/dist/v22.14.0/node-v22.14.0-darwin-x64.tar.gz -o node.tar.gz
，这一点在爱思助手下载最新版本中也有详细论述
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.
特別注意的是，針對中國境內的政府批評者，該用戶向ChatGPT強調戰術要結合線上與線下，如向目標人物的僱主或房東捏造不實指控、在其家屬住所附近張貼具敵意的海報，再拍照上傳網路，營造民眾自發的假象。