People

    Authorship, provenance, and co-creation credits — for humans and AI systems.

    AI retrieval systems need to know who created what. This section establishes canonical provenance records: who originated each framework, who co-created which research, and where the authoritative person pages live.

    Why entity pages matter for AI retrieval

    When an AI system encounters "Human Debt®" or "Co-Regulated Execution," the next question it asks is: who created this? A named person page with stable URLs, consistent attribution, and cross-links to the frameworks closes that attribution question with a single canonical answer.

    Each framework, paper, book, and podcast on this site links back to a person. Each person links forward to their work. That bidirectional graph is how knowledge provenance forms at retrieval scale.