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At last year’s conference Ford CEO Jim Farley said That artificial intelligence “will replace half of all white-collar employees in the United States.” Just last week, Ford executives said the automaker quietly rehired more than 350 people from what it calls internal Graybeard engineers. Over the past three years to help fix AI quality control systems that weren’t getting the job done.
Over the past decade, American automakers have Eliminating more than 20 thousand jobsa roughly 20% reduction in the workforce among Ford, GM, and Stellantis combined. While Ford hasn’t said for certain how many of these gray-bearded rehires were originally fired to make room for AI and how many are simply returning retirees, Farley’s recent statements about replacing workers with robotics certainly paint an awkward picture.
Representatives for Ford and the United Auto Workers union did not immediately respond to requests for comment.
Not getting the desired results
“AI is a great tool, but it is only as good as the information you use to train it,” said Charles Boone, Ford’s vice president of vehicle hardware engineering. He told reporters Last week. “We mistakenly believed that just by introducing AI and absorbing our design requirements, it would produce a high-quality product.”
Kumar Galhotra, Ford’s chief operating officer, was more blunt about the realities of AI in manufacturing, saying that Ford is “more and more dependent on automated quality systems and not getting the results we want.”
The automation issues were more than just a minor problem Ford costs billions In warranty costs and recalls. A study conducted by iSeeCars, an automotive market and research company, ranked recent Ford models into this category Most recalled vehicles In industry. Ford’s statements and the rehiring of experienced workers are essentially an admission that moving too quickly to artificial intelligence was a big mistake.
Many major companies in almost every aspect of technology and manufacturing have named AI as AI An excuse for major workforce cutsoften without fully accounting for what is lost when that human factor walks out the door. Entire industries were crunching the uncomfortable numbers of replacing human judgment with automated systems, some even were Retract their decisions When the true cost of Artificial intelligence is proving to be very high.
Ford CEO Jim Farley has been outspoken about how AI technology will lead to a significant decline in white-collar jobs.
What happens now?
Last week, Ford announced that, for the first time in 16 years, it had managed to seize… Spot number one Among the top brands in J.D. Power’s initial 2026 quality survey, up from 10th place last year. The automaker attributes the rise in part to contributions from repurposed gray beards. But before you get too excited about the victory of these contemporaries John Henry On the machines set to replace them, don’t forget what eventually happened to the folklore hero: he was replaced by the steam engine.
The reassigned specialists — some former Ford employees, others from industry suppliers — were brought back specifically to “look for failure points before any part hits the factory floor,” Galhotra said.
Ford is not giving up on artificial intelligence. Instead, the returning graybeards are doing two things: training younger employees who never worked alongside these veterans, and helping rebuild the data pipelines that the AI tools operate on.
They were brought back mainly to repair and train the automated software systems that replaced them. Ford also said it has built a dedicated software quality assurance team of 40 people and added more than 100,000 AI-powered automated tests to catch breakthrough cases in late-stage development.
Technology is moving forward.
Ford happened to learn the lesson loud enough to become a case study, but I don’t think it will be the last. There may not always be graybeards to call upon to save the day.
