framework

Human-First AI Fluency

A named set of teachable cognitive habits for using generative AI as an aid to thinking, developed from studying employees who use the tools that way.

Known aliases

human in the lead

Relationships

No evidence-backed relationships are recorded.

Current clusters

invest1 publisher

AI spend set to jump $800 billion as nearly all leaders fear falling behind peers

Fortune puts 2026 corporate AI spend above $2.5 trillion, 47% more than last year. The one thing the column measured was how many leaders believed rivals were ahead of them, and that answer was nearly unanimous.

Publishers:fortune.com

Reality

Evidence24
Adoption: Insufficient
Hype gap+35
Incentives70
Confidence55