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      <news:title>Mirendil&apos;s First Model, Fern, Bets on a 10-Million-Token Window Instead of More Parameters</news:title>
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      <news:title>OpenHands SDK Flaw Left Agent Sandboxes Answering Anyone on the Network</news:title>
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      <news:title>Microsoft Research Open-Sources Agensh, a Leaderless Harness That Ran 1,024 Coding Agents on One Program</news:title>
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      <news:publication_date>2026-10-26T00:00:00.000Z</news:publication_date>
      <news:title>Moonshot Apologises for Kimi K3.1 Pro Rate Limits and Resets Subscriber Quotas, With Weights Promised by November 4</news:title>
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      <news:publication_date>2026-10-26T00:00:00.000Z</news:publication_date>
      <news:title>MCP&apos;s Reference Servers Patch Eight Flaws in v2.1.0, but npm Won&apos;t Offer the Fix to Date-Versioned Installs</news:title>
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      <news:publication_date>2026-10-26T00:00:00.000Z</news:publication_date>
      <news:title>BOSS Zhipin&apos;s Nanbeige Lab Releases a 33B Dense Model Built to Teach a Future 3B Agent</news:title>
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