most citedClimateChat: Designing Data and Methods for Instruction Tuning LLMs to Answer Climate Change Queries

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cs.AI2026

LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?

HuiMing Fan, Xiao Wang, Zheng Chu +5

Are LLM-based search agents genuinely searching, or using the web to verify what they already know? We study this question on BrowseComp with three diagnostics. Our analysis reveal…