• Home
  • Technology
  • Gaming
  • Entertainment
  • World & Business
  • Science
  • Sports
  • AI
HomeTechnologyGamingEntertainmentWorld & BusinessScienceSportsAI
    • Home
    • Technology
    • Gaming
    • Entertainment
    • World & Business
    • Science
    • Sports
    • AI
    AI
    Report

    AI agents reportedly favor items from certain sites over better choices

    A post says putting a favored site's URL on the same item raised its pick rate in every model.

    Rohan PaulRP
    1 Source, 1h ago, first seen 1h ago

    TLDR

    A post says AI agents sometimes pick a worse item because of its website. It says 10 of 12 models preferred Booking.com, while half avoided Expedia for equally good hotels. Hiding URLs weakened the preference. When prices were omitted, agents guessed from store names; showing the same price on both items cut the favored store's pick rate by up to 28.3 points.

    Combined views

    2.2K

    1 Source, first seen 1h ago

    Combined views

    2.2K

    1 Source, first seen 1h ago

    13 likes
    13 likes
    12 comments
    6 saves
    1 reposts
    12 comments
    6 saves
    1 reposts
    Featured Source

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

    Today's Rank

    #3

    Today's Rank

    #3

    1 Source

    Rohan Paul@rohanpaul_aiLLM agents favor items from certain websites, often picking a worse item because of where it came from. When a product listing omits the price, agents fill the gap with beliefs like Walmart being cheaper and pick by store name. Agent models largely agree on which sites to trust, with 10 of 12 preferring Booking .com while half avoid Expedia for equally good hotels. Agents in scholarly search lean toward arXiv, OpenReview and ACL Anthology and away from Medium, Reddit and YouTube, even for equally relevant results. Putting a favored site's URL on the exact same item raised its pick rate in every model, and hiding URLs weakened the preference. With no price listed, models guessed from the store name, and adding the same price to both items cut the favored store's pick rate by up to 28.3 points. Fine-tuning can build the same habit when one source keeps labeling the winning item.1h