Not Your PM(but I am one!)
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).

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Latest Posts

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  • · 3 min read

    Mapping Barrington's Construction Activity with State & County Data

    projectsaicivic-data

    I pulled NJ DCA permit records, stitched them to Camden County GIS parcel data, and had Claude build an interactive dashboard for every building permit in Barrington Borough.

  • · 2 min read

    How a local town used an AI community tool to improve public safety

    projectsaipublic-safety

    Barrington, NJ reached 100% hydrant coverage during the latest snowstorm through shared community reporting and municipal adoption.

  • · 4 min read

    Simulation Bias is Already Here

    program-managementai

    A Reddit post about an AI hallucinating analytics data for months is the clearest real-world example of simulation bias I've seen yet.

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.

1
Are Our Programs Simulations? When status replaces reality, programs collapse.
4 min read
→ 2
A Day in the Life of a Technical Program Manager in 2035
5 min read
→ 3
Simulation Bias is Already Here
4 min read
→
Read the series