The AI Mise en Place
TL;DR: The model should not have to do the grocery shopping before it cooks dinner. Good AI products prepare the station first (i.e., context, data, tools, and deterministic work) then use the model where judgment matters.
Thinking out loud about AI products, strategy, and how the technology is changing the way people work.
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Your AI Workaround Has an Expiration Date
TL;DR: As models improve, they can often solve problems that previously required explicit rules or product workarounds. For product teams, that raises a practical question: how much should you invest in fixing limitations that better models may soon solve?
Projects
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NBA Rotation Board
TL;DR: Depth charts and projected rotations for all 30 NBA teams, with team comparisons, editable lineups, and notes.
AI Roadmapping Proposal
TL;DR: An eight-week engagement scoping AI across six areas of an agency's operations: pitch development, media intelligence, creator operations, finance, agency ops, and cultural intelligence. The output is a costed roadmap covering what to buy, what to build, how systems connect, and who owns what.