# research.google > AI-optimized mirror of research.google containing 1 pages totalling 1,370 words of clean markdown content, structured data, and semantic HTML. Original source: https://research.google/blog/beyond-one-on-one-authoring-simulating-and-testing-dynamic-human-ai-group-conversations. Last updated: 2026-04-30T23:22:00.435Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Articles & Blog Posts - [Beyond one-on-one: Authoring, simulating, and testing dynamic human-AI group conversations](/blog/beyond-one-on-one-authoring-simulating-and-testing-dynamic-human-ai-group-conversations.html) (1,370 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/content/robots.txt): Crawler directives