Employees want reassurance about their future. Employers want efficiency and productivity. HR leaders sit in the middle, tasked with optimizing a workforce that now blends AI and people.
The uncertainty is real. As NPR’s Planet Money captured, workers are already rethinking careers. A bored intern in a beige break room picked up an LSAT prep book but hesitated, asking, “I don’t know if it’s worth the investment now to go to law school for three years, if I’m potentially going to just be replaced by an AI chatbot.” A product designer in her 30s began researching welding apprenticeships and even considered joining her mother’s nail salon business. These stories highlight what many CHROs already see: employees are scanning for safe harbors while leaders are struggling to frame the future.
We don’t have a crystal ball. What we do have is research.
Cornell researchers looked across the U.S. workforce and found that AI exposure isn’t confined to any one group. Eighty percent of workers could see at least 10% of their tasks affected, and nearly one in five could see half their tasks reshaped. When AI-powered software is layered on top, as much as half of all work tasks could be completed faster at the same quality.
The researchers concluded that AI has the traits of a general-purpose technology, on the order of electricity, meaning its effects will eventually ripple across nearly every role, sector, and skill set.
MIT Sloan researchers Isabella Loaiza and Roberto Rigobon flipped the usual automation lens. Instead of asking what AI can do, they asked what humans can do that AI struggles with. Their EPOCH framework organizes nearly 19,000 tasks into five human capabilities:
Critically, their findings showed:
Examples include roles as varied as emergency management directors, clinical psychologists, childcare providers, public relations specialists, and film directors, jobs where empathy, leadership, and creativity are core.
Loaiza summed up the broader implication: “If you’re aiming for disruptive innovation or truly transformative business, humans have a huge role to play.”
Put the two perspectives together and a clear picture emerges:
For HR leaders, the challenge is not to identify safe versus unsafe jobs. It is to design organizations where AI clears space for human capabilities to thrive.
That means:
Their analysis also highlights specific occupations with consistently high EPOCH scores. These include emergency management directors, clinical and counseling psychologists, childcare providers, public relations specialists, and film directors. What ties them together is not industry, but the weight they place on empathy, judgment, creativity, and leadership.
The MIT team found that hope and judgment, two of the hardest capabilities to teach—were also most closely tied to job growth. That is good news for organizations investing in leadership pipelines and manager development.
And as Planet Money concluded, “We learned more about the machines that might be coming for our jobs, and also, more about what it actually means to be human.”
The message to your workforce is not “don’t worry, your job is safe.” It’s “your role will change, and the most valuable parts of it are the most human.”
For HR leaders, that is the opportunity: use AI to automate the routine, then double down on the capabilities only people can lift.
Sources:
NPR, Asking for a friend … which jobs are safe from AI?
MIT Sloan, New research suggests AI more likely to complement, not replace, human workers
MIT Sloan, These human capabilities complement AI’s shortcomings
Cornell University, GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models
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