#author (4)

Co-author of the 2026 paper introducing Interpretable Context Methodology.

AI-systems engineer, content architect, and Marine Corps veteran; lead author of the ICM paper and originator of Interpretable Context Methodology.

Data scientist and educator who proposed llms.txt, extending the agent-readable web standards from crawling to inference.

Scholar of the digital economy who named and dissected surveillance capitalism.