调查显示，具备AI相关能力的专业人员不仅在晋升速度上更快，其薪资水平平均比同类岗位高出56% [25, 49]。在“十五五”期间，制造业的数智化转型将释放大量“数字工匠”需求，普通人若能通过短期培训掌握工业互联网、虚拟电厂或数智化技改技能，将能有效对冲传统制造业岗位缩减的风险 [15, 46]。
The pipeline was very similar to icon-to-image above: ask Opus 4.5 to fulfill a long list of constraints with the addition of Python bindings. But there’s another thing that I wanted to test that would be extremely useful if it worked: WebAssembly (WASM) output with wasm-bindgen. Rust code compiled to WASM allows it to be run in any modern web browser with the speed benefits intact: no dependencies needed, and therefore should be future-proof. However, there’s a problem: I would have to design an interface and I am not a front end person, and I say without hyperbole that for me, designing even a simple HTML/CSS/JS front end for a project is more stressful than training an AI. However, Opus 4.5 is able to take general guidelines and get it into something workable: I first told it to use Pico CSS and vanilla JavaScript and that was enough, but then I had an idea to tell it to use shadcn/ui — a minimalistic design framework normally reserved for Web Components — along with screenshots from that website as examples. That also worked.
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巷子里有自己一年一度的“春晚”。大人们搬起小凳子坐在树下，我们几个孩子自告奋勇，上台表演——节目全是模仿大人看的那些。每个人都身兼数职，忙得不亦乐乎：走完模特步，要接着唱流行歌，还要讲段小品。这是真正意义上的“草台班子”：唱跑调了就鼓掌，跳错了就重来，忘词了就现编。
培养你的判断力。但不要让这种审美的精细，阻止你继续创作新的作品。