福特因人工智能无法通过质量检查而重新聘用人类工程师
Ford rehires human engineers after AI fails to match quality checks

原始链接: https://www.bbc.com/news/articles/cgrkd41n2v9o

福特汽车在意识到人工智能驱动的自动化系统无法比拟人类工程师的专业知识与成效后,重新聘用了 300 多名资深质量检验员。 尽管这家汽车制造商此前曾大力依赖人工智能来削减成本并提高生产力——包括安装 900 台人工智能摄像头进行质量检查——但该技术难以复制经验丰富的工作人员所具备的细微差别和“来之不易的智慧”。福特汽车车辆硬件工程副总裁潘查尔斯(Charles Poon)承认,公司曾错误地认为,只需将设计要求输入人工智能,就能保证高质量的成果。 目前,该公司正利用这些重新聘用的资深员工来指导年轻员工,并提供正确训练和改进机器学习工具所需的基本人工监督。福特将此次“人才更新”和人类专业知识的回归,归功于其近期在 J.D. Power 新车质量研究中排名跃升的关键因素。这一转变凸显了行业内日益增长的一种认识:尽管人工智能是一种强大的工具,但在复杂的制造环境中,它无法完全取代长期人类工作者的技术直觉和经验。

Hacker News 最新 | 过往 | 评论 | 提问 | 展示 | 招聘 | 提交 登录 [重复] 福特在 AI 质量检测失败后重新聘用人类工程师 (bbc.com) 25 分,作者:JumpCrisscross,45 分钟前 | 隐藏 | 过往 | 收藏 | 4 条评论 帮助 Chaosvex 6 分钟前 | 下一条 [–] https://news.ycombinator.com/item?id=48674446 回复 catlikesshrimp 3 分钟前 | 上一条 | 下一条 [–] 这事这个月很火 https://news.ycombinator.com/item?id=48674446 福特 AI 故障促使这家汽车制造商重新聘用“资深”检查员 (bloomberg.com) 630 分,作者:alanwreath,9 天前 | 标记 | 隐藏 | 过往 | 收藏 | 570 条评论 https://archive.ph/DI4Cq 回复 jonplackett 4 分钟前 | 上一条 | 下一条 [–] 我们又多了 6 个月时间,肉体凡胎们。 回复 sriram_malhar 3 分钟前 | 上一条 [–] “暂时如此” 回复 指南 | 常见问题 | 列表 | API | 安全 | 法律 | 加入 YC | 联系 搜索:
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原文

Ford rehires human engineers after AI fails to match quality checks

Getty Images A silver Ford F-150 truck on a production line at the carmaker's Michigan factory.

Getty Images

Ford says it has hired back some human engineers after AI failed to match their skills and experience.

In a bid to reap the benefits of the tech, which developers claim can cut costs and boost productivity, the US carmaker adopted it across some parts of its operations including for quality checks.

But, according to Bloomberg, its executives said the firm has rehired more than 300 "veteran" quality inspectors in recent years to make up for the pitfalls of automated systems.

"Artificial intelligence is a fantastic tool, but it's only as good as the information you use to train it," Charles Poon, vice president of vehicle hardware engineering, told reporters.

"Over prior years, we didn't pay as much attention as we should have to the experience of our most knowledgeable engineers that have been with us through many product cycles," he said.

The US automaker is among many to have seized on the buzz around AI, particularly amid Wall Street fervour about the tech's potential to increase margins.

"AI will leave a lot of white collar people behind," Ford boss Jim Farley said in an interview with author Walter Isaacson last June.

In an October earnings call, chief operating officer Kumar Galhotra said the firm was "deploying AI across the entire industrial system".

This included rolling out 900 AI-powered cameras in its plants "to detect quality issues at the source and help us mitigate supply disruptions", Galhotra told investors.

But Poon told reporters on Wednesday the firm's AI-driven checks had failed to live up to expectations.

"Mistakenly, we thought that by just introducing artificial intelligence and ingesting the design requirements that we had, that would produce a high-quality product," he said.

Bloomberg via Getty Images A Ford truck on a production line, passing through inspection checks, at a plant in Ohio. A female worker wearing a high-vis jacket looks on.
Bloomberg via Getty Images

Poon reportedly pointed to automated tools lacking the training and expertise of veteran technicians - many of whom he said had left the company before their knowledge could be used to improve its tech.

He said these human workers had since been reintroduced to train up its systems, as well as mentor younger workers.

"We recognised that for us to enhance some of our automation and machine learning and artificial intelligence tools we needed to ensure that they were trained by the most experienced individuals," he said, per Bloomberg.

Ford's admission of its AI failings came as it lauded its return to the top of an index used as an industry benchmark to measure vehicle quality.

It said it was the number one mainstream automaker in the US JD Power Initial Quality Study - a ranking it has not held since 2010.

In a press release marking the news, the company said "reaching best-in-class quality required a significant talent refresh".

This involved replacing senior leaders across engineering, supply chain and manufacturing, it said, as well as hiring the roughly 300 veteran engineers "who carry the hard-earned wisdom of decades of design".

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