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On a simple dataset (that can be answered by a single table in a single Wikipedia page) it seems to overthink https://www.webhound.ai/dataset/57a5c745-909e-466d-bcac-1dd7....

Quickly hit your limits but on a complex dataset requiring looking at a lot of unstructured data on a lot of different web page, it seems to do really well!https://hn.webhound.ai/dataset/c6ca527e-1754-4171-9326-11cc8...





Yeah, we've noticed it overthinks simple tasks that could be solved with a single table scrape. The agent architecture is built for complex, multi-source problems so it overengineers straightforward queries.

Working on better task classification upfront to route simple requests more directly.




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