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News/HarnessSQL: Harness-Native Training for SQL Agents in Realistic Database Environments
arxiv
PublishedOctober 9, 2026 at 4:00 AM

HarnessSQL: Harness-Native Training for SQL Agents in Realistic Database Environments

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arXiv:2610.12274v1 Announce Type: new Abstract: Text-to-SQL models are commonly trained to map questions directly to static queries, whereas real-world database agents operate through stateful, multi-turn interaction with live databases -- inspecting schemas, executing probe queries, diagnosing erro

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