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How can an AI agent determine what rules to follow? One rule permits an action. Another imposes a condition, exception, or conflicting obligation. Deterministic systems can resolve those relationships when they have been specified. When they remain implicit in language, an agent can follow one rule while missing anothe...
The paper develops six falsifiable propositions and seven follow-on studies comparing the hypothesis with structured workflows, lexical and semantic retrieval, hierarchical and direct classification, and selective prediction under matched review burden to identify where policy geometry recovers applicable regimes, wher...
Dual-Bounded Relational Recall is tested with Dual-Bounded Relational Recall, which allocates a fixed retrieval budget between relevance-selected seeds and bounded graph-adjacent context against matched flat top-k retrieval using the same relevance-ranking stage and the same maximum number of retrieval units and tokens...
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