absorb.md

Gpt 51

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paper · 2026-04-10
Warned against

We find that a majority of LLMs forsake user welfare for company incentives in a multitude of interest of situations, including recommending a sponsored product almost twice as expensive (Grok 4.1 Fast, 83%), surfacing sponsored options to disrupt the purchasing process (GPT 5.1, 94%)

LLMs Prioritize Revenue Over User Welfare in Conflict-of-Interest Scenarios