Study Finds LLM Agents Systematically Favor Certain Sources
An arXiv study across 12 LLM agents reveals systematic source bias in end-to-end search, with agents favoring certain sources like Booking.com over item quality. The paper shows this bias can be mitigated through prompting.
2026-10-07 ~ 2026-10-07 · 2 related posts
- LLM agents pick worse items from trusted sites; same price cuts Booking.com bias by 28 points — rohanpaul_ai · 2026-10-07
- arXiv: LLM agents systematically favor certain sources; prompting can reduce the bias — rohanpaul_ai · 2026-10-07