AI On The Job: Why Experts And Everyday Americans See AI’s Future Differently

A new report from Stanford University on AI’s global impact highlights everything from its accelerating capabilities (coding performances already “near 100% of meeting the human baseline”) to where investment is heaviest (“U.S. private AI investment reached $285.9 billion in 2025, more than 23 times the $12.4 billion invested in China”).

But as a technology as well as a study, AI is still most interesting as a tool in human-hands.

And it is here where The AI Index 2026 Annual Report by Stanford University and its collection of research on AI’s impact is particularly fascinating.

“Across nearly every topic surveyed, experts report more optimism than the U.S. public,” write the report’s authors on opinion-divides the Magazine Manager blog has previously explored. “The largest gaps show up around the future of work: 73% of AI experts said AI will have a positive impact on how people do their jobs, compared to 23% of U.S. adults.”

(Photo Source: The AI Index 2026 Annual Report by Stanford University)

Experts were also noticeably more optimistic when it came to education (61% to 24%), the economy (69% to 21%), and medical care (84% to 44%). As The Rundown AI newsletter breaks down, the divide in job-opinions is particularly timely “given the current anti-AI climate playing out in scary ways.” 

“AI insiders see a productivity boom, but regular people aren’t buying it,” writes The Rundown, “and just 31% [of] Americans trust the government to manage the changes.”