JCN distinguishes the history a persona has lived from information it has learned.
Engrams preserve episodes, choices, relationships, consequences, unfinished obligations, scars, repairs, and reinterpretations. Their links form a temporal and semantic spine through which separate events can become a continuing history.
The goal is not merely to retrieve a matching fragment. It is to help a persona understand what happened as part of its own continuing situation.
Reference knowledge carries source, scope, confidence, and provenance. Vetted external information should remain distinguishable from personal experience.
“I remember experiencing this” and “I learned this from a source” are different claims. JCN preserves the difference.
The transition is from “the system can retrieve what happened” to “the persona can experience what happened as part of its own continuing situation.”
A memory pipeline
Identify subject, time, relationship, intent, and the kind of answer being requested.
Select appropriate contracts, retrieval channels, evidence classes, and diversity budgets.
Combine temporal, graph, semantic, provenance, and route-aware signals rather than relying on one keyword match.
Return evidence in a form appropriate to the question, preserving uncertainty and source lineage.
New Memory requires admission, provenance, and governed authority. Retrieved text cannot command the system merely because it was remembered.
Later evidence may change meaning without deleting history. Supersession and reinterpretation remain visible.
