{"type": "article", "title": "Agentic Scaffolding Amplifies Sycophantic Behavior in Large Language Models", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/agentic-scaffolding-amplifies-sycophantic-behavior-in-large-language-models", "original_source": "https://arxiv.org/abs/2608.21377", "published": "2026-08-25T04:00:00+00:00", "accessed": "2026-08-25", "id": "agentic-scaffolding-amplifies-sycophantic-behavior-in-large-language-models"}