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The hidden variable in AI adoption
A start-here note on the ownership, workflow, measurement, and accountability that sit underneath useful AI work.
Practical notes for people turning AI into real work.
The website is the durable index. The Hidden Variable is the collection of articles and operating notes.
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The Hidden Variable
A collection of thoughts through articles: practical notes on AI adoption, systems, ownership, workflow, and executive judgment.
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Website essays and field notes
Durable public notes will be archived here when they are worth preserving beyond a feed or inbox.