AI Adoption
AI Adoption
4 items
Insights & Analysis
Vocational Training in the Generative AI Era — Can Institutional Design Keep Up with Technology?
Structural analysis of generative AI's labor market impact and the effectiveness of reskilling policies. Examining the gap between institutions and technology
Insights & Analysis
The Pitfalls of 'I Asked AI' — Authority Bias and the Hollowing Out of Knowledge
Authority bias in accepting AI output uncritically and knowledge hollowing from skill delegation. From calculators to GPS to LLMs—a recurring pattern.
Insights & Analysis
Cognitive Debt — What Happens to the Brain and Society When We Delegate Thinking to AI
Brain connectivity among ChatGPT users dropped 55%, with 83% unable to cite their own writing. MIT Media Lab research reveals the structure of cognitive debt.
Practice Guides
Why AI Adoption Stalls in Nonprofits — Three Structural Barriers and How to Overcome Them
AI adoption lags in welfare, education, and healthcare nonprofits beyond just technical skills. Analyzing three structural barriers to meaningful adoption.