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A self-evolving RCA harness can boost diagnosis accuracy by over 63% compared to conventional general agents.
AutoSQL outperforms traditional methods by over 20% in SQL template extraction, revealing hidden efficiencies in ORM codebases.
SmartRAG achieves competitive multi-hop reasoning on mobile devices using a lightweight architecture that outperforms models up to 18 times its size.
The hardest AI tasks remain largely unsolved, with current models achieving only a 2.6% success rate on economically valuable workflows.
