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NVIDIA’s KGMON team placed second in the KDD Cup 2026 Data Agents competition with an approach built around a smaller, clearer and easier-to-check agent harness. The challenge tested agents on questions spanning databases, spreadsheets, documents, PDFs and briefing videos.
Why it mattersThat makes the result more than a leaderboard placement: it offers a practical example of a team treating a simpler, more verifiable setup as part of the solution. NVIDIA’s developer blog describes the team’s result and approach. A smaller harness is no magic wand, but it may be easier to inspect than one with every bell and whistle bolted on.
Discuss: For data agents, would you prioritise a smaller, easier-to-check harness over adding more tools and capabilities?
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