You.com: agentic search failures are behavior problems, fixed in Nemotron 3.5 Lightning

RichardSocher · x · 2026-10-29

You.com (RT'd by Richard Socher) argues most agentic search failures are behavior problems, not knowledge problems: death loops, weak tool use, and doubting the answer after finding it.

You.com, NVIDIA and CoreWeave fixed these via post-training in 3 weeks, producing Nemotron 3.5 Lightning. The attached slide shows 36.97% on BrowseComp with the base model plus search tool, using 68+ tool calls per task.

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