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  1. Local 7B Models Replace Cloud LLMs in Enterprise Finance Workflows
  2. AI Delirium: Developers Reject Mandatory AI Workflows
  3. Chinese Regulator Warns AI Investment Concentration Poses Systemic Risk
  4. Hume AI Launches Audio Decision API for Raw Audio Analysis
  5. HarnessSQL Boosts 8B Model to 45.2% on Spider 2.0-SQLite

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GPT-6.1 TerraKimi K3.1 ProDeepSeek-V4.1-Flash-1017Muse Spark Open
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An engineer in a data center aisle inspects a small padlock against the blue lights of server racks.Safety & AlignmentAnthropic’s FlashProve Proves Which Model Wrote an Answer, at 400B ScalePreprint · Nov 3A tired software developer leans back from two monitors in a dim office, with a long row of sticky notes on a whiteboard behind him.Agent ResearchCoding Agents Finish Only Half of Long Request Chains, Amazon’s BOBA-Bench FindsPreprint · Nov 3A patient in a clinic waiting room holds a smartphone and a handwritten list of questions.Society & EconomyGoogle Study: Structured AI Agent Prepares Patients for Doctor Visits Better Than a Plain ChatbotPreprint · Nov 2A job seeker at a kitchen table reviews a printed cover letter next to an open laptop.Society & EconomyAI Hiring Screeners Favor Cover Letters Written by Certain AI Models, Study FindsPreprint · Nov 2

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