[2407.12856] AI AI Bias: Large Language Models Favor Their Own Generated Content
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. arXiv Operational Status Get status notifications via email or slack
[2407.12856] AI-AI Bias: large language models favor communications generated by large language models Skip to main content arXiv is now an independent nonprofit! Learn more × Search arXiv Press Enter to search · Advanced search --> Computer Science > Computation and Language arXiv:2407.12856 (cs) [Submitted on 9 Jul 2024 ( v1 ), last revised 11 Aug 2025 (this version, v2)] Title: AI-AI Bias: large language models favor communications generated by large language models Authors: Walter Laurito , Benjamin Davis , Peli Grietzer , Tomáš Gavenčiak , Ada Böhm , Jan Kulveit View a PDF of
related reading
- [2401.05566] Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Trainingarxiv.org
- [2406.11717] Refusal in Language Models Is Mediated by a Single Directionarxiv.org
- [2309.01809] Are Emergent Abilities in Large Language Models just In-Context Learning?arxiv.org
- [2403.14380] On the Conversational Persuasiveness of Large Language Models: A Randomized Controlled Trialarxiv.org
- [2601.10160] Alignment Pretraining: AI Discourse Causes Self-Fulfilling (Mis)alignmentarxiv.org
- [2506.00751] Alignment Revisited: Are Large Language Models Consistent in Stated and Revealed Preferences?arxiv.org
- [2607.14345] Value Leakage: An LLM's Answers Are Silently Shaped by Its Own Valuesarxiv.org
- [2405.17345] Exploring and steering the moral compass of Large Language Modelsarxiv.org
- [2503.07003] Large Language Models Often Say One Thing and Do Anotherarxiv.org
- 2308.03958arxiv.org
- [2406.02061] Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Modelsarxiv.org
- [2607.14345] Value Leakage: An LLM's Answers Are Silently Shaped by Its Own Valuesarxiv.org