The Stranger Problem: Runtime Semantic Negotiation for Trustworthy Multi-Agent Coordination

Introducing the Stranger Problem, a framework for runtime semantic negotiation that enables trustworthy interoperability between autonomous AI agents.

Cruce Saunders

Preprint (Zenodo)

Structured Context Retrieval: Structure-Preserving Retrieval for Trustworthy Enterprise AI

Structured Context Retrieval (SCR): structure-preserving retrieval for trustworthy enterprise AI. Retrieve components, not chunks — 92% vs 68% baseline.

Cruce Saunders

Look Up Before You Make Up: Schema-Grounded Generation for Trustworthy Enterprise AI

Enterprise AI becomes more reliable when systems consult authoritative semantic structures before generating answers

Cruce Saunders