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    <loc>https://shshell.com/blog/aiuc-series-a-agent-certification-insurance-evidence</loc>
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      <news:title>AIUC’s $40 Million Bet Turns Agent Risk Into Evidence, Not a Guarantee</news:title>
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    <loc>https://shshell.com/blog/cornelis-active-compute-fabric-funding-ai-networking</loc>
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      <news:title>Cornelis Wants the Network to Earn Back Idle GPU Time</news:title>
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    <loc>https://shshell.com/blog/salesforce-koa-nemotron-crm-reasoning-model-routing</loc>
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      <news:title>Salesforce’s Koa Moves the Model Contest Into the CRM Workflow</news:title>
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    <loc>https://shshell.com/blog/siri-ai-ios-27-personal-context-app-actions-rollout</loc>
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      <news:publication_date>2026-09-15T14:05:39.000Z</news:publication_date>
      <news:title>Siri AI Can Find the Family Recipe. The Real Test Is What It Does Next.</news:title>
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    <loc>https://shshell.com/blog/superhuman-fathom-acquisition-meeting-context-workflows</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-09-15T14:05:39.000Z</news:publication_date>
      <news:title>Superhuman Buys Fathom to Carry the Decision Beyond the Call</news:title>
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    <loc>https://shshell.com/blog/amodei-frontier-pacing-embedded-evaluator-independence</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-09-14T14:10:08.000Z</news:publication_date>
      <news:title>Amodei's AI Slowdown Plan Turns on Who Gets Inside the Lab</news:title>
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    <loc>https://shshell.com/blog/deepseek-v41-flash-cache-and-api-migration</loc>
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      <news:title>DeepSeek V4.1 Flash Shrinks the Cache, Not the Migration Work</news:title>
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      <news:title>Microsoft's Draft MAI Code of Conduct Makes Stopping Agents an Engineering Test</news:title>
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      <news:title>NVIDIA's CUDA-Q Logical Brings Quantum Claims Back to Resource Accounting</news:title>
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    <loc>https://shshell.com/blog/perplexity-astra-test-doubles-production-trust</loc>
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      <news:title>Perplexity Trusts Astra With Production. Its Test Doubles Are the Real Story.</news:title>
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