{"type": "article", "title": "Knowing You Is Everything: LLM Agents Achieve Near-Perfect Profile-Consistent Reaction Prediction in Social Media Simulation", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/knowing-you-is-everything-llm-agents-achieve-near-perfect-profile-consistent-in", "original_source": "https://www.machinebrief.com/news/knowing-you-is-everything-llm-agents-achieve-near-perfect-pr-yxlx", "published": "2026-08-11T04:00:00+00:00", "accessed": "2026-08-11", "id": "knowing-you-is-everything-llm-agents-achieve-near-perfect-profile-consistent-in"}