Where AI actually enters the business
Company use, employee tasks, and implementation choices tell different parts of the adoption story.
CES 26-25 · The Microstructure of AI Diffusion: Evidence from Firms, Business Functions, and Worker Tasks
Four studies, their methods, and their practical limits.
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Four studies. Different questions. Clear source trails.
4 studies shown
Company use, employee tasks, and implementation choices tell different parts of the adoption story.
CES 26-25 · The Microstructure of AI Diffusion: Evidence from Firms, Business Functions, and Worker Tasks
A workforce can have tasks suited to AI while the business has yet to put the technology to work.
CES 26-61 · AI Exposure and Adoption among U.S. Firms
An early snapshot shows why training and workflow changes deserve attention alongside the tools.
CES 24-16 · Tracking Firm Use of AI in Real Time: A Snapshot from the Business Trends and Outlook Survey
Working arrangements vary widely. Their practical implications reach hiring, management, commuting, and family schedules.
NBER 33951 · Tapping Business and Household Surveys to Sharpen Our View of Work from Home
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