19 lines
917 B
JSON
19 lines
917 B
JSON
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{
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"HubID": "5640",
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"Date": "11/19/2025",
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"HubTags": [
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"External Platform Posts",
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"Future Map",
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""
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],
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"Contacts": [
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"contact1",
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"contact2"
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],
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"Companies": "",
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"File": "",
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"Image": "",
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"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 ",
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"Notes": ""
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}
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