Data Party THU

Jun 20, 2026 · Artificial Intelligence

Can Large Language Models Fall into a Silent Spiral? Uncovering AI Opinion Monopoly and Governance Solutions

This article examines how large language models can autonomously generate a digital “silence spiral,” suppressing minority viewpoints and creating opinion monopolies, outlines empirical evidence from recent ACL and arXiv studies, and proposes a three‑dimensional governance framework spanning technical, regulatory, and research interventions.