{"type": "article", "title": "Compromise Is Not Consequence: Evaluating Task-Scoped Authorization in LLM Agents with Paired Replay", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/compromise-is-not-consequence-evaluating-task-scoped-authorization-in-llm-agents", "original_source": "http://arxiv.org/abs/2610.05840v1", "published": "2026-10-06T02:33:39+00:00", "accessed": "2026-10-06", "id": "compromise-is-not-consequence-evaluating-task-scoped-authorization-in-llm-agents"}