Writing

Field Notes.

Intelligence, AI, web systems, digital strategy, and occasional opinions on how things actually work.

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What the Internet Thinks Bristol Is
OSINT & Research

What the Internet Thinks Bristol Is

Two cities, two states, one main street. A sourced OSINT audit of what the internet and AI get wrong about Bristol, TN and VA, and what is genuinely good.

What the Internet Thinks Johnson City Is
OSINT & Research

What the Internet Thinks Johnson City Is

The one the rankings keep crowning the best of the Tri-Cities. I checked whether the local favorite holds up. The part that broke was not the part anyone expects.

What the Internet Thinks Kingsport Is
OSINT & Research

What the Internet Thinks Kingsport Is

I pointed my own tradecraft at my own city, asked five AI systems the same question, then checked every number against a primary source. The internet's Kingsport is confident, tidy, and wrong in the places that matter.

Screenshots Are Not Evidence
OSINT & Research

Screenshots Are Not Evidence

A screenshot proves one thing: that someone, somewhere, at some point, made an image that looked like that. It does not prove the post was real. It does not prove the account belongs to who the file name says it does

The Difference Between Searching and Investigating
OSINT & Research

The Difference Between Searching and Investigating

Anyone can search. Type a name into Google, hit enter, scroll. That's not investigation, that's reading. Hypothesis. A searcher types what they hope to find. An investigator works on a question and lets the evidence answer.