{"type": "article", "title": "When Do Causal World Models Help Modular LLM Agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/when-do-causal-world-models-help-modular-llm-agents", "original_source": "https://arxiv.org/abs/2610.00012", "published": "2026-10-02T04:00:00+00:00", "accessed": "2026-10-02", "id": "when-do-causal-world-models-help-modular-llm-agents"}