AI-adoption The AI Adoption Maturity Ladder: Which Rung Are You On? Most organizations sit on rung two of the AI adoption ladder and believe they are on rung three. The gap matters because the interventions that work at each rung differ, and the most reliable diagnostic is what happens when AI fails.
AI Labor Compression: The Right Economic Frame for AI Replacement is the wrong frame for AI and the workforce. Labor compression, the reduction of hours required per role, turns a binary fear into the strategic question that matters: what happens to the freed capacity?
AI Not That GPT: AI as a Generally Productive Technology Economists were using the acronym GPT decades before OpenAI. Reading AI as a general purpose technology, in the lineage of electricity and the internet, changes the questions leaders should ask and the time they have to ask them.