AI continuity. Persistent situational state across sessions, models, and devices. Evaluation frameworks for memory and reconstruction. Deterministic continuity architectures (DTCM). Beyond RAG: situation
reconstruction over fragment retrieval. Author of ATANT (arXiv:2604.06710), the first open evaluation framework for AI continuity.