NVIDIA KGMON 团队如何构建可靠的数据分析智能体：来自 KDD Cup 的经验
Building Reliable Data Analytics Agents: Lessons from the KDD Cup
NVIDIA KGMON 团队在 KDD Cup 2026 Data Agents 竞赛中获得第二名，其系统围绕“让智能体的 harness 更小、更清晰、更易验证”的思路构建。该竞赛要求智能体基于数据库、CSV 与 JSON 文件、散文文档、PDF 及简报视频等异构数据源回答自然语言问题。
The NVIDIA KGMON team placed second in the KDD Cup 2026 Data Agents competition with a system built around a simple idea of making an agent's harness smaller,...
The NVIDIA KGMON team placed second in the KDD Cup 2026 Data Agents competition with a system built around a simple idea of making an agent’s harness smaller, clearer, and easier to verify. The competition asked agents to answer natural-language questions over heterogeneous data sources, including databases, CSV and JSON files, prose documents, PDFs, and briefing videos.
来源：NVIDIA Technical Blog · developer.nvidia.com