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Thomson D. Nguy

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#artificial intelligence Review Aug 2026

Which Rules Matter Now? Policy-Centroid Routing Before an Intelligent System Acts

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...

Thomson D. Nguy · 0 citations
Preprint Aug 2026

More Context, Same Budget: Dual-Bounded Relational Recall Beyond Top-K Retrieval

More context does not require a larger retrieval budget. Under the same ceiling, a retrieval system can recover more of the evidence a question requires by following relationships between evidence that flat top-k ranking leaves behind. We test that proposition with Dual-Bounded Relational Recall (DBRR), which allocates...

Thomson D. Nguy · 0 citations

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