Ideas

A working notebook on how groups think, decide, and create knowledge together.

These are short research notes, hypotheses, and fragments. Some will become essays, talks, or project methods; others remain useful as unfinished thinking.

ThinkingAIOrganizationsDesign

01Collective AttentionHow groups notice what mattersGroups rarely fail because they cannot think. More often, they fail because they cannot hold attention on the right thing long enough.Note4 min read 02Decision EnvironmentsChoices are designed before they are madeA decision is not a single moment. It is the result of what has been framed, excluded, measured, and made discussable beforehand.Draft5 min read 03AI and Group IntelligenceTools that change how teams reasonAI tools do not only accelerate tasks. They change what teams remember, compare, question, and treat as plausible.Note6 min read 04Organizations as Thinking SystemsAn organization is a way of thinking at scaleEvery organization has a thinking style: what it notices, ignores, repeats, forgets, rewards, and makes impossible to say.Essay7 min read