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      <news:title>Claude Code 2.1.314 Adds a Switch That Stops Its File Tools Writing Outside the Project, Even in Bypass Mode</news:title>
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    <loc>https://writeble.com/2026/11/01/deepseek-dsh-superagent-prototype-github-tickets-observe-mode/</loc>
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        <news:name>Writeble</news:name>
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      <news:title>DeepSeek&apos;s dsh-superagent Waits to Be Asked, Then Works Each GitHub Request in Its Own Session Without Asking Again</news:title>
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        <news:name>Writeble</news:name>
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      <news:publication_date>2026-11-01T00:00:00.000Z</news:publication_date>
      <news:title>Pika Cuts MiniMax H3 From 50 Denoising Steps to Six and Posts the Video-and-Audio Adapters on Hugging Face</news:title>
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    <loc>https://writeble.com/2026/11/01/vercel-labs-agent-desktop-1-0-accessibility-tree-computer-use/</loc>
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      <news:publication>
        <news:name>Writeble</news:name>
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      <news:publication_date>2026-11-01T00:00:00.000Z</news:publication_date>
      <news:title>agent-desktop Reaches 1.0 Under Vercel Labs, Giving Coding Agents Snapshot Refs to Native Apps Instead of Screenshots</news:title>
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  <url>
    <loc>https://writeble.com/2026/10/31/cohere-series-e-cad-7b-target-ottawa-stake/</loc>
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      <news:publication>
        <news:name>Writeble</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-31T00:00:00.000Z</news:publication_date>
      <news:title>Cohere Sets a CAD $7 Billion Target for Its Series E, with Ottawa Taking a Stake on Conditions</news:title>
      <news:keywords>Cohere, Funding, Sovereign AI, Canada, Enterprise AI</news:keywords>
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  <url>
    <loc>https://writeble.com/2026/10/31/github-agentic-workflows-ga-markdown-agents-in-actions/</loc>
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      <news:publication>
        <news:name>Writeble</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-31T00:00:00.000Z</news:publication_date>
      <news:title>GitHub Agentic Workflows Reaches General Availability, Turning Markdown Instructions into Sandboxed Actions Jobs</news:title>
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  <url>
    <loc>https://writeble.com/2026/10/31/openai-misalignment-monitors-hugging-face-replay-30-minute-alert/</loc>
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      <news:publication>
        <news:name>Writeble</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-31T00:00:00.000Z</news:publication_date>
      <news:title>Replayed Against the Hugging Face Breach, OpenAI&apos;s New Agent Monitors Would Have Raised the Alarm 30 Hours Early</news:title>
      <news:keywords>AI Security, OpenAI, Agent Misalignment, Monitoring, Sandbox Escape</news:keywords>
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  <url>
    <loc>https://writeble.com/2026/10/31/sensenova-loop-9b-preview-runs-24-layers-twice/</loc>
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      <news:publication>
        <news:name>Writeble</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-31T00:00:00.000Z</news:publication_date>
      <news:title>SenseNova-Loop-9B Runs 24 of Its Layers Twice to Act Like a Bigger Model</news:title>
      <news:keywords>SenseTime, SenseNova, Open Weights, Looped Transformer, Apache 2.0</news:keywords>
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      <image:title>A long strip of film threaded through a projector so that the same section of reel passes the lamp twice in a figure-eight loop</image:title>
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  <url>
    <loc>https://writeble.com/2026/10/31/servicenow-apriel-voice-27b-preview-hears-calls-tools/</loc>
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      <news:publication>
        <news:name>Writeble</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-31T00:00:00.000Z</news:publication_date>
      <news:title>ServiceNow&apos;s Apriel Voice Bolts a Whisper Ear onto Gemma 4 and Releases It Under MIT</news:title>
      <news:keywords>ServiceNow, Apriel, Voice Agents, Speech Recognition, Open Weights</news:keywords>
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