"It can be a couple of months but it can also be a couple of years," he said. "If the jobs are really lost due to outsourcing or AI, then unless we find in a couple of years actually we still need those people and replacing them didn't work, then those jobs are gone."
专利创造有力支撑了我国加快实现高水平科技自立自强。截至2025年底，我国国内高价值发明专利拥有量达到229.2万件，其中七成属于战略性新兴产业。比如，我国拥有全球60%的人工智能专利，机器人相关专利数量占全球比重约2/3，绿色低碳技术的PCT（专利合作条约）国际专利申请公开量连续多年位居世界第一，成为我国加快发展新质生产力的有力注脚。
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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.
春节向来是手机厂商们大乱斗的“重头戏”，但今年，很多人明显感觉市场不怎么热闹。
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