人工智能正重塑生产力，但Anthropic CEO阿莫迪警告，其引发的大规模岗位流失是结构性必然，而非短期阵痛。AI本质是复刻并延伸人类认知，若设计初衷是承接更多脑力劳动，将导致劳动力市场长期冲击。
美国社会对AI普及导致失业的焦虑显著上升。最新民调显示，约半数美国人担心自己或家人因AI失去工作，这种不安跨越年龄、性别和教育背景，反映公众对技术变革的普遍担忧。直接导火索是多家大型企业近期裁员，加剧了职场焦虑的蔓延。
谷歌DeepMind经济学负责人亚历克斯·伊马斯指出，目前无证据表明AI导致岗位流失或白领大规模失业，软件工程行业就业形势亦未显著变化。他认为AI主要承担重复性工作，帮助员工专注于机器无法完成的任务，缓解了就业冲击担忧。
马斯克旗下xAI公司推出专为专业开发者设计的AI编程工具Grok Build0.1，支持通过自然语言在本地终端自动完成复杂软件工程任务，对标行业前沿产品。第三方机构Kilo Code测试中，该工具使用TypeScript、Bun和SQLite构建webhook交付服务，实现了“零”错误或故障的全程自动化构建。
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