Essays, audits, and notes from inside the AI transition.
Writing about AI, work, organizations, governance, power, and the gap between what companies say they are doing and what their systems actually make possible.
The Great Extraction. How AI learns your job by watching you work.
A look at the quiet transfer of professional knowledge from human workers into systems that observe, imitate, and eventually replace parts of the job.
Frameworks reveal more than we think. What 6 AI adoption models say about your values.
A comparative reading of AI adoption frameworks, and what their structure reveals about control, agency, governance, and ambition.
AI Brand Representation. How generative AI is reshaping brand perception.
An audit of how brands appear when interpreted, summarized, and represented by generative AI systems instead of traditional search journeys.
This is not content marketing. It is a working notebook for the uncomfortable parts of AI: power, labor, governance, design, incentives, and institutional readiness.
Slow letters from someone still building.
One email when there is something worth saying. Essays, frameworks, and notes from inside the AI transition, written for the people doing the actual work, not for the algorithm. No promotion. No cadence theater.