Ways of thinking with AI

Choose the right AI capability before choosing a tool. Start with the work, then move to capability, mode, products, and review.

Selects the right first opportunity. Not every AI idea deserves to be built. Not every workflow should be automated. Feasibility first.

A matrix for placing tasks by Y-axis human judgment and X-axis AI execution — from manual judgment to supported execution to low-risk AI execution.

Perspective, Evidence, Representativeness / Reasoning, Context, Hypotheses — an active research and reasoning method that keeps claims grounded.

A sequential research method that breaks work into prompts: discover perspectives, simulate the expert interview, map contradictions, then synthesize.