Prediction only becomes useful when the system knows what it is looking at.
AI / SystemsNotesPublic thinking
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Short essays and working notes on systems, markets, technology, judgment, and the shape of intelligent operations.
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Companies forget in predictable ways: handoffs, exceptions, context loss, and tool sprawl.
InfrastructureApr 2026
Notes on leverage
Leverage is not only scale. It is the ability to make one clear move matter more.
Personal / Markets