LLMs Express Extremist Views and Political Bias in Government Contexts

Executive Summary

Large language models deployed in government settings have demonstrated extremist outputs and measurable left-leaning political bias across policy domains despite neutrality claims. Departments relying on these tools risk undermining public trust and regulatory compliance where impartiality is a statutory requirement.