Where NCT-style continuity is genuinely required in deployment
Determine which application domains genuinely require Narrative Continuity Test-level identity persistence and which do not, distinguishing contexts such as companionship, clinical, educational, and customer-service assistants from purely transactional tools.
References
Additional questions— whether stateless architectures could qualify (§4.4) and where continuity is genuinely required (§4.4, §5.2)—remain open for investigation.
— The Narrative Continuity Test: A Conceptual Framework for Evaluating Identity Persistence in AI Systems
(2510.24831 - Natangelo, 28 Oct 2025) in Section 6 (Discussion & Conclusion), Research agenda