Themes in the writing

Browse recurring themes across the writing: GenAI adoption, management, future of work, education, and AI-native practice.

Reading paths

Adoption and readiness Choosing a workflow, reviewing AI-assisted work and assessing a previous pilot. Managerial judgement Deciding who can act, what they need to know and who reviews the result. AI-native education Teaching, assessment and the development of Rehearsal.

All themes

Adoption at work

Use these when the question is how GenAI enters teams, routines, and employee practice.

Managerial judgement

Read about authority, evidence, expertise and the allocation of work.

AI-native education and craft

Use these for Rehearsal, learning design, skills, agents, prompts, and AI-native pedagogy.

Other recurring ideas

Other topics discussed in the essays.