{
  "HubID": "5640",
  "Date": "11/19/2025",
  "HubTags": [
    "External Platform Posts",
    "Future Map",
    ""
  ],
  "Contacts": [
    "contact1",
    "contact2"
  ],
  "Companies": "",
  "File": "",
  "Image": "",
  "Summary": "A new paper just demonstrated something many thought impossible: an AI system completing over one million reasoning steps with zero errors. The breakthrough (called MAKER) doesn’t rely on a smarter LLM—it uses massive task decomposition, tiny specialized micro-agents, and continuous error-correction at every step. This points to a new paradigm where we stop trying to make monolithic models perfect and instead build scalable, modular, organization-level AI systems that can reliably execute long, complex workflows. It’s a foundational shift toward AI that can operate at the scale of real enterprises and societies. https://www.arxiv.org/abs/2511.09030 ",
  "Notes": ""
}