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    <loc>https://shshell.com/blog/carbon-a-genome-annotation-open-biology</loc>
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      <news:publication_date>2026-10-09T13:55:00.000Z</news:publication_date>
      <news:title>Carbon-A Makes Genome Annotation an Open Biology Infrastructure Problem</news:title>
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    <loc>https://shshell.com/blog/google-diffusion-controller-image-generation-control</loc>
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      <news:publication_date>2026-10-09T13:55:00.000Z</news:publication_date>
      <news:title>Google Diffusion Controller Treats Image Generation as a Control System</news:title>
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    <loc>https://shshell.com/blog/google-earth-ai-public-health-geospatial-foundation-models</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-10-09T13:55:00.000Z</news:publication_date>
      <news:title>Google Earth AI Brings Planetary Geospatial Embeddings Into Public Health</news:title>
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  <url>
    <loc>https://shshell.com/blog/lightonocr-3-document-understanding-local-pipeline</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-10-09T13:55:00.000Z</news:publication_date>
      <news:title>LightOnOCR-3 Turns Document OCR Into a Local Layout and Evidence Pipeline</news:title>
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    <loc>https://shshell.com/blog/liquid-open-d1-edge-decision-models</loc>
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        <news:name>ShShell AI Research</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-09T13:55:00.000Z</news:publication_date>
      <news:title>Liquid AI’s Open d1 Models Make Edge Inference a Decision, Not a Generation Problem</news:title>
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    <loc>https://shshell.com/blog/co-op-ai-surveillance-workers</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-10-08T13:55:00.000Z</news:publication_date>
      <news:title>Co-op’s AI Surveillance Backlash Shows That Workplace Automation Needs Consent, Not Just Accuracy</news:title>
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    <loc>https://shshell.com/blog/google-cloud-on-ai-backbone</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-10-08T13:55:00.000Z</news:publication_date>
      <news:title>Google Cloud’s On Establishes an Enterprise AI Backbone, Beginning With Agent-Led Cloud Migration</news:title>
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    <loc>https://shshell.com/blog/long-wam-world-action-models</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-10-08T13:55:00.000Z</news:publication_date>
      <news:title>Long-WAM Pushes World-Action Models Toward the Memory Problem Robots Cannot Avoid</news:title>
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    <loc>https://shshell.com/blog/society-of-researchers-autonomous-agents</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-10-08T13:55:00.000Z</news:publication_date>
      <news:title>A Society of Autonomous Research Agents Raises a Harder Question Than Model Capability</news:title>
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  <url>
    <loc>https://shshell.com/blog/upscale-ai-multi-chip-inference</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-10-08T13:55:00.000Z</news:publication_date>
      <news:title>Nvidia-Backed Upscale AI Connects Rival Chips, Making Inference a Scheduling Problem</news:title>
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