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Jeff Hancock

13 facts from 1 episode, in date order. These are what speakers said on the shows, each linked to the moment it was said. They aren't independently verified.

Undated

Kate Niederhoffer and Jeff Hancock's research defines AI workslop as low-effort, low-quality AI-generated work that appears to fulfill a workplace task but lacks the substance to do so.

“low effort, low quality AI generated work that appears to fulfill a workplace task, but doesn't really have the substance necessary to do that.”

Kate Niederhoffer · The Hidden Causes of AI Workslop—and How to Fix Them, 0:02:31

Undated

In the researchers' survey, 53 percent of participants said they had sent workslop or that some of their AI work was sloppy.

“53% of our participants said that they had sent some works up, or that some of the AI work they did was sloppy.”

Jeff Hancock · The Hidden Causes of AI Workslop—and How to Fix Them, 0:04:10

Undated

Jeff Hancock says back-of-the-envelope calculations based on reported salaries and time spent put the cost of workslop at about $9 million a year for a company of roughly 10,000 employees.

“for a company that's about 10,000 employees, that's $9 million a year.”

Jeff Hancock · The Hidden Causes of AI Workslop—and How to Fix Them, 0:09:03

Undated

Jeff Hancock says a theme at the World Economic Forum in Davos was how to get teams to rethink and redesign their work together around AI.

“I saw this as a theme at the World Economic Forum in Davos this year, was how to get teams to rethink and redesign their work together in the context of AI.”

Jeff Hancock · The Hidden Causes of AI Workslop—and How to Fix Them, 0:12:35

Undated

Kate Niederhoffer and Jeff Hancock proposed a new organizational role called an AI collaboration architect, who is fluent in both people and technology.

“Jeff and I had suggested, you know, a new role as something like an AI collaboration architect.”

Kate Niederhoffer · The Hidden Causes of AI Workslop—and How to Fix Them, 0:15:35

Undated

Jeff Hancock cites Toyota as having redesigned car manufacturing by involving its employees in redesigning how the factory worked.

“how Toyota redesigned the manufacturing of cars, they did it by having the employees engaged in the redesign of the way the factory would work.”

Jeff Hancock · The Hidden Causes of AI Workslop—and How to Fix Them, 0:16:38

Undated

Jeff Hancock says economists describe a J-curve for new technologies, in which productivity first declines before payoffs appear, and he believes AI is currently in the dip.

“Our economics colleagues have talked about the J-curve of these kinds of new technologies, where initially there's, um, a decline in productivity.”

Jeff Hancock · The Hidden Causes of AI Workslop—and How to Fix Them, 0:17:07

Undated

Jeff Hancock cites Lego as a company investing in hiring people, giving them AI tools and giving them space to create and innovate.

“Lego is investing in hiring people and in providing them with AI tools and giving them space to create and innovate.”

Jeff Hancock · The Hidden Causes of AI Workslop—and How to Fix Them, 0:20:12

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