Feasibility of stateless architectures passing the NCT

Ascertain whether stateless inference-time architectures—systems that generate responses without a persistent identity-bearing state across turns—can satisfy the Narrative Continuity Test and qualify as continuous interlocutors.

Background

A core claim of the paper is that stateless inference and local plausibility objectives hinder narrative continuity because commitments do not persist across turns. Nonetheless, the authors stop short of declaring stateless designs incapable in principle and explicitly leave open whether such architectures could ever meet NCT criteria.

This question targets the architectural necessity of persistent state for identity continuity, asking if purely stateless approaches can ever achieve the joint, diachronic properties required by the NCT.

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

A second direction is to move beyond behavioural probes and examine persona representations internally. Interpretability methods such as the Jacobian lens \citep{gurnee2026workspace} could compare anchored, silently reverted, overtly dissociated and behaviourally recovered states, asking whether the persona remains internally represented when it no longer occupies the first-person role and how that representation changes when the anchor is restored.

— The Persona Is Still There, but Who Is Speaking? Latent Identity Reversion in Persistent AI Agents  (2610.01490 - Navarro, 1 Oct 2026) in Section Discussion and Limitations, paragraph 'Future work'

Execution identity presents a separate problem, as continuity of agent identity remains an active research question for autonomous language-model agents .

— GROB: A Multi-Agent Architecture for Public-Trace Investigation of Candidate Agentic Activity  (2610.11467 - Bonfanti et al., 8 Oct 2026) in Abstract