Field notes · Research
The research behind the work.
Original papers on AI, trust, and the organizations whose credibility is on the line. Read here and cite freely. Printable from any paper; PDF bundles ship later.
- The AI Credibility CrisisWhat the evidence actually supports about AI-generated fluency, broken statistics, and the self-efficacy gap ordinary readers face.
- Finding AI Guidance Worth TrustingA discernment guide for mission-driven leaders — expert vs guide, the network test, and whose judgment will shape your staff's judgment.
- The Credibility ThesisWhat credibility means in the AI era — measurable but not reducible — and why scenius is the sustainable response.Core curriculum material.
- The Cost of FragmentationEight shared cost vectors — memory, continuity, compounding, credibility, and more — levied differently on leaders, churches, institutions, and nonprofits.
- Sandbox Discovery: Where Learning Actually HappensStage 2 of the AI Stewardship Sequence — bounded experimentation after Safety, with four outputs and a graduation gate before Training or Tech.
- The Skill of AI: Why "Reskilling" Is the Wrong FrameStage 3 of the AI Stewardship Sequence — judgment, taste, verification, and collaborative posture, not feature tours or certification.