{"type": "article", "title": "Beyond Success and Failure: Length-Aware Contrastive Learning for GUI Agents", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/beyond-success-and-failure-length-aware-contrastive-learning-for-gui-agents", "original_source": "https://www.machinebrief.com/news/beyond-success-and-failure-length-aware-contrastive-learning-1ybk", "published": "2026-08-25T04:00:00+00:00", "accessed": "2026-08-25", "id": "beyond-success-and-failure-length-aware-contrastive-learning-for-gui-agents"}