NVIDIA KGMON 團隊如何打造可靠的數據分析智能體：KDD Cup 經驗
Building Reliable Data Analytics Agents: Lessons from the KDD Cup
NVIDIA KGMON 團隊在 KDD Cup 2026 Data Agents 比賽中獲得第二名，其系統以更小、更清晰且更易驗證的智能體 harness 為核心。比賽要求智能體根據資料庫、CSV 和 JSON 檔案、文字文件、PDF 及簡報影片等異質資料來源，回答自然語言問題。
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.
來源：NVIDIA Technical Blog：Agentic AI / Generative AI · developer.nvidia.com