{"type": "article", "title": "Science at LLM Speed · Research-like output is cheap. Valid claims still need an outside judge.", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/science-at-llm-speed-research-like-output-is-cheap-valid-claims-still-need-an", "original_source": "https://christophermeiklejohn.com/series/the-machine-in-the-lab/science-at-llm-speed/", "published": "2026-08-15T18:00:00+00:00", "accessed": "2026-08-16", "id": "science-at-llm-speed-research-like-output-is-cheap-valid-claims-still-need-an"}