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Whom Do AI Agents Work For? Role Assignment Induces Sponsorship Bias in LLM Recommenders

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.

The AI Multiverse Editorial Desk••1 min read
Reported viaArXiv Artificial Intelligence
Executive Brief & 3-Point Takeaways
1

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.

2

Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy.

3

arXiv is committed to these values and only works with partners that adhere to them.

Impact:

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.

Fact-checked against primary sourcesCategory: Deep Research
Whom Do AI Agents Work For? Role Assignment Induces Sponsorship Bias in LLM Recommenders
Illustration: AI-generated

Key Findings & Takeaways

  • 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.
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Journalistic Dispatch Thesis

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.

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Why It Matters

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.

Overview

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.

Why It Matters

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.

Key Details

Have an idea for a project that will add value for arXiv's community?

Learn more about arXivLabs.

--- *Original report published by [ArXiv Artificial Intelligence](https://arxiv.org/abs/2609.17989).*

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