AINeutralarXiv – CS AI · 6h ago6/10
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Sophrosyne: Agentic Exploration of Relational Data Systems Needs Moderation
Researchers introduce Sophrosyne, a system that improves Text2SQL agents by moderating their exploration of database APIs. The solution addresses over-exploration by fine-grained APIs, reducing unnecessary schema queries by 4.6x while improving SQL generation accuracy by up to 12.4 percentage points.