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.
References
Additional questions— whether stateless architectures could qualify (§4.4) and where continuity is genuinely required (§4.4, §5.2)—remain open for investigation.
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.
Execution identity presents a separate problem, as continuity of agent identity remains an active research question for autonomous language-model agents .