AIBullisharXiv – CS AI · 6d ago7/10
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Indexing the Unreadable: LLM-Native Recursive Construction and Search of Service Taxonomies
Researchers propose A2X, an LLM-native service discovery system that organizes thousands of callable services into hierarchical taxonomies to solve the context-window limitation problem facing AI agents. The approach achieves 20+ point improvements in retrieval accuracy while reducing token consumption to one-ninth compared to baseline methods, enabling scalable orchestration of distributed services.
