{"type": "article", "title": "Can LLM Agents Infer World Models? Evidence from Agentic Automata Learning", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/can-llm-agents-infer-world-models-evidence-from-agentic-automata-learning", "original_source": "https://arxiv.org/abs/2606.16576", "published": "2026-09-10T02:09:17+00:00", "accessed": "2026-09-10", "id": "can-llm-agents-infer-world-models-evidence-from-agentic-automata-learning"}