Observations

Notes &
Observations

I write about how AI reshapes discovery, how businesses are surfaced or sidelined, and the quiet shifts most founders miss.

These aren't posts. They're positions. Each piece reflects how I actually think about the work — and what I believe is worth paying attention to right now.

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