{"type": "article", "title": "Topics as Proxies for Sociodemographics: How Conversational Context Affects LLM Answers", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/topics-as-proxies-for-sociodemographics-how-conversational-context-affects-llm", "original_source": "https://arxiv.org/abs/2606.02776", "published": "2026-06-03T04:00:00+00:00", "accessed": "2026-06-03", "id": "topics-as-proxies-for-sociodemographics-how-conversational-context-affects-llm"}