{"type": "article", "title": "Credit Without Ground Truth: Auditing Step-Level Credit Assignment in LLM Agents Against Executed Replay", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/credit-without-ground-truth-auditing-step-level-credit-assignment-in-llm-agents", "original_source": "https://www.machinebrief.com/news/credit-without-ground-truth-auditing-step-level-credit-assig-cm6t", "published": "2026-08-21T04:00:00+00:00", "accessed": "2026-08-21", "id": "credit-without-ground-truth-auditing-step-level-credit-assignment-in-llm-agents"}