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.
IBM 强调，AI 在代码领域确实能带来价值，但不应被误解为可以「一键替代」大型机平台。真正的现代化工作远比语言转换复杂得多。
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5. Synthesia: AI Avatar-Based Video CreationWhat Makes It Special: Synthesia has transformed video creation by making it possible to create professional-looking AI avatar videos in minutes. Its ability to generate natural-looking presentations in multiple languages with synchronized lip movements and gestures makes it invaluable for creators who need to produce video content at scale without the traditional filming process.，详情可参考safew官方版本下载
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