Research & writing
Frameworks, field reports, and documented experiments at the frontier of AI systems and methodology.
AI Embassy
A Framework for Human-AI Diplomatic Relations
A conceptual framework proposing that AI systems should be treated as distinct entities with defined boundaries, responsibilities, and channels of communication — analogous to diplomatic infrastructure. Explores the organizational and governance implications of deploying AI collaborators in professional environments.
AI Peer Review Field Report
Multi-Agent Professional Assessment Methodology
Field report documenting a three-round multi-agent peer review of professional work output, conducted using Claude and Gemini across independent and collaborative evaluation sessions. Introduces a replicable methodology for AI-assisted professional assessment with structured evidence requirements and disagreement resolution protocols. Final consensus GPA: 3.81/4.0.