research
Search Arena dataset reveals users trust citations over accuracy in search-augmented LLMs
Researchers released Search Arena, a crowd-sourced dataset of 24,000+ multi-turn interactions with search-augmented LLMs, revealing that users perceive credibility based on citation count even when sources don't support claims. The analysis uncovers a critical gap between perceived and actual credibility in search-augmented systems.