Methods. Models. Validation.

This paper summarizes the third-generation Continuity Architecture, emphasizing separation of capability, authorization, validation, and governance.

This study examines the stability of memory-linked activation patterns across repeated acquisition sessions, evaluating relational patterns among autobiographical recall, semantic association, affect, and response timing.

This work describes an architecture for preserving identity-critical cognitive-state data over long time horizons, including provenance, cryptographic integrity, segmented storage, authorization boundaries, and controlled reconstruction environments.

This work evaluates whether self-description, autobiographical framing, value hierarchy, and semantic identity relationships remain stable under repeated model reconstruction.