福特在人工智能表现不尽如人意后重新聘用“资深”工程师
Ford rehires 'gray beard' engineers after AI falls short

原始链接: https://techcrunch.com/2026/06/28/ford-rehires-gray-beard-engineers-after-ai-falls-short/

在意识到过度依赖人工智能和自动化质量控制导致结果不尽如人意后,福特汽车重新聘用了 350 名资深工程师。这些被称为“灰胡子”专家的资深人士,其任务是在设计初期识别故障点、指导年轻员工并优化公司的 AI 工具。 福特高管承认,他们此前高估了 AI 独立确保高质量生产的能力。通过将人类专业知识重新整合到系统中,该公司已看到立竿见影的改善,包括在 J.D. Power 新车质量调研中名列前茅。福特预计,这种回归人类主导质量监管的战略转变,今年将节省 10 亿美元的成本,这证明尽管 AI 仍是其未来的一部分,但人类经验对于制造业的成功依然至关重要。

据报道,福特汽车在发现人工智能工具无法满足其技术需求后,正重新聘用经验丰富的“老法师”工程师。 Hacker News 上的讨论表明,许多公司在缺乏实证支持的情况下就盲目采用了大语言模型。评论者对高层的决策表示怀疑,一些人认为领导层往往过于自信,或根本不理解其组织所从事的技术工作。另一些人则指出,这种现象十分讽刺:许多人坚信 AI 可以取代其他岗位,却始终认为自己的工作不会被自动化取代。这一趋势凸显了人们日益认识到,在复杂的工程环境中,资深专家的深度经验依然是不可替代的。
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原文

Ford executives said they have hired 350 veteran engineers — some of them were former employees, while others had been working at suppliers — after artificial intelligence and automated systems failed to deliver the desired quality level.

Bloomberg reports the company’s chief operating officer Kumar Galhotra told journalists that Ford had been “relying more and more on automated quality systems” with disappointing results. So the company “brought back technical specialists,” and those specialists “hunt for failure points before a part ever reaches the plant floor.”

Charles Poon, Ford’s vice president of vehicle hardware engineering, added, “Mistakenly we thought that by just introducing artificial intelligence and ingesting the design requirements that we had, that that would produce a high-quality product.”

To be clear, this doesn’t mean Ford is abandoning its AI plans entirely. Instead, it’s using the rehired employees — referred to as “gray beard” engineers — to train younger staff and reprogram AI tools.

This rehiring seems to be paying off, with Ford anticipating that it will lead to $1 billion in reduced costs this year. The automaker also claimed the top spot among mainstream brands in the JD Power Initial Quality Survey released this week.

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