Associative Memory System
A source-aware recall system that can follow bounded relationships beyond direct similarity while keeping retrieved context attributed and recoverable.
Direct similarity is useful, but it can miss context that matters because of a meaningful connection rather than a close textual match.
Recall begins with source-bearing evidence. A coordinating boundary keeps that direct path intact while a bounded related-context lane can add connected material; available results are then ranked and returned with origin labels that distinguish direct from related context.
Relationship-following is deliberately subordinate to direct evidence. If the related lane is unavailable or returns nothing, the direct ranked result remains usable and the missing lane remains visible to the system.
This evolved capability emphasises inspectable results and graceful degradation.