Papers

Working papers on AI, knowledge, and professional accountability. These are not peer-reviewed academic publications—they’re frameworks developed from practice.

PDFs are available for download. DOIs for citation will be added via Zenodo.

• Framework for Capability Governance in Technical Consulting

  A framework for governing AI-assisted work in technical professions. When someone asks 'how did you arrive at this?', can you answer?

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• Tacit Space Shrinkage: What Happens When AI Can Do What Experts Can't Explain

  A framework for understanding how AI capabilities are shifting the boundary between tacit and explicit knowledge.

  PDF