Auditing Political Alignment in LLM Assistants: Engagement, Stance, and User Identity

arXiv:2609.23039 · cs.CL, cs.AI, cs.CY · Submitted 2026-09-19 · Read on arXiv

cs.CL, cs.AI, cs.CY

Submitted: 2026-09-19

Updated: 2026-09-19

Comments: 51 pages, 6 figures. Preregistered; registration at doi:10.5281/zenodo.21135155

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Alignment — 2× in this paper · explained in 1 episode
• LLM judge — 1× in this paper · explained in 2 episodes

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