Worth Knowing

Q&A: Hey AI, who should I vote for this year?

As voters increasingly turn to AI chatbots for political information, systematically auditing these otherwise private, personalized interactions is essential for understanding how LLMs shape public discourse and election outcomes.

MIT researchers have launched the LLM Election Observatory, a public dashboard that tracks in real time how popular AI chatbots respond to questions about the 2026 U.S. midterm elections. By periodically running a fixed set of prompts with varying user locations and political affiliations, the project documents how chatbot framing, cited sources, and tone shift over time and across different user profiles.

  • MIT
  • LLM Election Observatory
  • Chara Podimata
  • Adam Berinsky
  • Charles Stewart III

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