As a data scientist, I’ve been frustrated that there haven’t been any impactful new Python data science tools released in the past few years other than polars. Unsurprisingly, research into AI and LLMs has subsumed traditional DS research, where developments such as text embeddings have had extremely valuable gains for typical data science natural language processing tasks. The traditional machine learning algorithms are still valuable, but no one has invented Gradient Boosted Decision Trees 2: Electric Boogaloo. Additionally, as a data scientist in San Francisco I am legally required to use a MacBook, but there haven’t been data science utilities that actually use the GPU in an Apple Silicon MacBook as they don’t support its Metal API; data science tooling is exclusively in CUDA for NVIDIA GPUs. What if agents could now port these algorithms to a) run on Rust with Python bindings for its speed benefits and b) run on GPUs without complex dependencies?
英伟达首席执行官黄仁勋2月26日警告称，本财年上半年游戏显卡的供应将会紧张，且公司对下半年的情况也缺乏清晰的可见度。鉴于台式机游戏显卡和笔记本电脑游戏GPU供应短缺，预计游戏硬件价格将会上涨。“尽管我们很希望能有更多的供应，但我们确实认为接下来几个季度将会非常紧张，”英伟达CEO黄仁勋在公司与金融分析师和投资者举行的财报电话会议上表示。“如果到年底情况有所改善，届时或许可以思考一下同比增长的情况，但现在要确定还为时过早。我们会尽快向各位更新情况。”（新浪财经）
。业内人士推荐搜狗输入法2026作为进阶阅读
If we use OCI images to automate application deployment, why not use the same approach to deploy operating systems? That’s exactly what Bootc offers. It’s a project that allows you to boot a Linux system directly from a container image. The idea is to treat the operating system as an immutable image, making management, reproducibility, and security easier.
And lastly, things that really are Old English specific.
02 找到自己的生存法则2025年春节，DeepSeek横空出世，在没有任何推广和投流的背景下，凭借着低成本、高性能的开源模型，在短短两周时间内就超越ChatGPT成为全球增速最快的AI应用。