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    <loc>https://shshell.com/blog/google-gemini-decisions-api-calibrated-multimodal-ai</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-11-12T14:03:07.000Z</news:publication_date>
      <news:title>Google’s Gemini Decisions API Makes Multimodal AI a Calibration Problem</news:title>
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    <loc>https://shshell.com/blog/huggingface-botpsy-sub-billion-on-device-agent</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-11-12T14:03:07.000Z</news:publication_date>
      <news:title>BotPsy Shows Why On-Device Agents Need a Different Definition of Intelligence</news:title>
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  <url>
    <loc>https://shshell.com/blog/huggingface-token-pooling-multivector-embeddings</loc>
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      <news:publication_date>2026-11-12T14:03:07.000Z</news:publication_date>
      <news:title>Token Pooling Puts the Cost of Better Embeddings Back on the Table</news:title>
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    <loc>https://shshell.com/blog/openai-children-first-ai-safety-research-declaration</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-11-12T14:03:07.000Z</news:publication_date>
      <news:title>OpenAI’s Children-First Declaration Makes AI Safety a Product Research Question</news:title>
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    <loc>https://shshell.com/blog/openai-control-room-model-workload-observability</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-11-12T14:03:07.000Z</news:publication_date>
      <news:title>OpenAI’s Control Room Turns Frontier-Model Operations Into an Observability Problem</news:title>
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    <loc>https://shshell.com/blog/nvidia-nemotron-3-5-super-vl-bolt</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-11-11T14:07:11.160Z</news:publication_date>
      <news:title>NVIDIA’s Nemotron 3.5 Super VL and Bolt Models Target the Cost of Seeing at Scale</news:title>
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    <loc>https://shshell.com/blog/anthropic-cyber-mission-ai-defense</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-11-11T14:07:10.802Z</news:publication_date>
      <news:title>Anthropic’s Cyber Mission Makes AI Security a Long-Term Operations Test</news:title>
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    <loc>https://shshell.com/blog/anthropic-ai-science-research-institutions</loc>
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      <news:publication_date>2026-11-11T14:07:10.541Z</news:publication_date>
      <news:title>Anthropic Expands AI for Science Partnerships, Turning Research Access Into a Systems Challenge</news:title>
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    <loc>https://shshell.com/blog/anthropic-agent-skills-agentic-ai-foundation</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-11-11T14:07:10.194Z</news:publication_date>
      <news:title>Anthropic Donates Agent Skills to the Agentic AI Foundation, Making Workflow Context a Shared Layer</news:title>
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  <url>
    <loc>https://shshell.com/blog/nvidia-nemotron-langchain-deep-agents</loc>
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        <news:name>ShShell AI Research</news:name>
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      <news:publication_date>2026-11-11T13:30:00.000Z</news:publication_date>
      <news:title>NVIDIA’s Nemotron Benchmark for LangChain Deep Agents Tests the Agent Harness, Not Just the Model</news:title>
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