{"type": "article", "title": "Beyond Prediction: Steering VLM Agents with Retrospective World Modeling", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/beyond-prediction-steering-vlm-agents-with-retrospective-world-modeling", "original_source": "https://www.machinebrief.com/news/beyond-prediction-steering-vlm-agents-with-retrospective-wor-cmzw", "published": "2026-10-01T04:00:00+00:00", "accessed": "2026-10-01", "id": "beyond-prediction-steering-vlm-agents-with-retrospective-world-modeling"}