A graph-and-vector architecture for exploratory retrieval connecting otherwise distant regions of a semantic space. When a model searches for what is close to a query, it often finds familiar associations, and examples of the same idea. That is useful for lookup, but limited for exploration. Exploration needs coordinate system that can locate relations, tensions, contradictions. BaryGraph makes those relationships retrievable. A result may be a bridge, a contradiction, a higher-order pattern.
Most retrieval returns familiar material. BaryGraph returns a coordinate worth investigating.
Exploratory questions do not always need a longer answer. They often need a better next coordinate: a distinction, bridge, or relationship that changes what the question could mean.
A de-cliché device
Models are good at producing the first plausible association. BaryGraph introduces friction: a distant term, a contradictory relation, or a bridge that is not immediately explainable. It preserves that tension instead of smoothing it into another familiar continuation. The goal is not to make every answer strange, but to prevent familiarity from being mistaken for insight.