{"type": "article", "title": "Agent in a Bottle: Can LLM Agents Turn Their Capabilities Into Cheap, Scalable Artifacts?", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/agent-in-a-bottle-can-llm-agents-turn-their-capabilities-into-cheap-scalable", "original_source": "http://arxiv.org/abs/2610.08775v1", "published": "2026-10-07T14:07:50+00:00", "accessed": "2026-10-07", "id": "agent-in-a-bottle-can-llm-agents-turn-their-capabilities-into-cheap-scalable"}