Systems Thinking · AI · Field Notes
I write about how AI, systems & everyday life overlap
I study how systems drift from ground-truths into simulation. Then I build tools and frameworks to bring them back to reality. Essays for people who think deeply about technology, purpose, and how we work (and a little bit of gardening).
Latest Posts
Simulation Bias Series
A series exploring how organizations drift from ground truth when they trust representations of reality more than reality itself — and why AI accelerates that drift.
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Read the series Are Our Programs Simulations? When status replaces reality, programs collapse.
A Day in the Life of a Technical Program Manager in 2035
Simulation Bias is Already Here