Former Microsoft Business Division President Jeff Raikes is warning that companies allowing artificial intelligence to absorb entry-level work could be creating a “talent debt” by removing the experiences young workers need to develop critical thinking and judgment.
Raikes, who also previously served as CEO of the Bill & Melinda Gates Foundation, wrote in a Fortune post published Sunday that new workplace and education data are beginning to show the problem he first warned about in April.
Critical Thinking
Raikes pointed to Microsoft Corp.‘s (NASDAQ:MSFT) 2026 Work Trend Index, which surveyed 20,000 workers across 10 countries. It found that critical thinking and the ability to judge AI output are becoming key workplace skills.
Only 16% of workers can move effectively between directing AI and doing the work themselves, a group Microsoft calls “Frontier Professionals.” Some deliberately complete tasks without AI to keep their thinking sharp.
Raikes also cited Gartner’s prediction that half of global organizations will require “AI-free” skills assessments through 2026, while a RAND Corporation study found most students using AI for homework worry it is hurting their ability to think independently.
Similar concerns have emerged in the workplace. Columbia Business School professor Sandra Matz warned that using AI to replace critical thinking and creative reasoning could make workers complacent, while Wharton professor Americus Reed II called excessive reliance on AI “cognitive surrender.” Experts have also warned that younger workers may be particularly vulnerable because they are still developing professional expertise.
Harvard astronomer Avi Loeb has separately warned that excessive AI use could cause people to “lose their cognitive abilities,” while research cited at the time linked heavier AI use with lower critical-thinking scores.
Education Rethink
Raikes wrote universities should not use AI only to make education faster, cheaper or more focused on job credentials.
Instead, AI could free students to spend more time developing skills that are harder to automate, including judgment, collaboration, relationships and ethical reasoning.
He wrote that community colleges, historically Black colleges and universities and regional state universities will be especially important because they educate much of the future U.S. workforce. Community colleges alone enroll roughly 40% of U.S. undergraduates.
Some schools are already adding AI programs and partnerships, but Raikes said teaching students how to prompt, summarize and analyze with AI is not enough. They also need to learn how to question its answers.
Workforce Risk
Raikes pointed to Morgan Stanley research showing productivity rose sharply in industries with heavy AI exposure while employment remained relatively stable, suggesting AI was augmenting workers rather than simply replacing them.
But he said the biggest gains went to people who knew how to direct AI, raising questions about how future workers will develop those skills if entry-level learning opportunities disappear.
Anthropic CEO Dario Amodei has also warned that AI could cause larger and more lasting labor-market disruptions than previous technologies. He has called for workforce training, worker-retention incentives, wage insurance and measures to ensure AI-driven economic gains are shared more broadly.
Raikes said companies should invest in community colleges and HBCUs, support mentored workplace learning and give workers opportunities to develop judgment while using AI.
“AI literacy without critical thinking is not a workforce strategy,” Raikes wrote, calling it “a short-term fix that comes due later, with interest.”
Raikes warned that AI literacy without critical thinking could become a short-term fix that eventually leaves businesses with workers who know how to operate AI but not how to properly “steer it.”
Disclaimer: This content was partially produced with the help of AI tools and was reviewed and published by Benzinga editors.
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