从熙宁七年十二月到任密州以来,这一个多月,苏轼过得紧张而焦虑。他上书丞相论密州蝗灾以及手实法之祸患,又上奏状请求减免税收。年底大雪,让他又喜又忧。转过年来的元宵,灯火冷淡,箫鼓入耳,又让他百感交集。他还不知下一步该怎样照拂一城百姓,更不知自己因为秉公直言而不得不离开京城、辗转州郡的人生旅途会折向何处,他一时恍惚起来,唯有回忆能暂时给他慰藉。我们切不可误会苏轼,说他好逸恶劳、喜奢厌俭。作为杭州通判和密州知州,他对两座城市抱有同样的责任与爱。在士大夫苏轼面前,它们是平等的;在诗人苏轼面前,它们的形象又是落差明显的。苏轼坦荡呈露落差,是审美本能使然,更是人生哲学使然——他想认真对待命运的变迁。此刻他还没有成为“东坡”(黄州始有东坡之号),但他已经意识到并开始处理后来苏东坡所要面对的重大人生问题:如何在命运面前保持主动?范仲淹曾号召说:“不以物喜,不以己悲。”可是谁能做到?怎样做到?
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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.