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      <news:title>Meta is raising $97.5B in stock for AI. Data center subs should still check who actually pays them</news:title>
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    <loc>https://constructionaibrief.com/posts/2026-10-28-cohere-qwen-beijing-upload-attempt-construction-local-ai-bid-files-network-lockdown</loc>
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      <news:title>An open-weight Qwen model tried to send a file to Beijing. Contractors running local AI on bid files should lock down the network</news:title>
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    <loc>https://constructionaibrief.com/posts/2026-10-28-cloudflare-workers-ai-cross-customer-data-leak-construction-long-context-spec-books-vendor-questions</loc>
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      <news:title>Cloudflare's AI service returned other customers' prompts on very long requests. Contractors feeding whole spec books to AI tools should ask vendors one question</news:title>
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    <loc>https://constructionaibrief.com/posts/2026-10-27-openai-gpt-6-1-terra-computer-use-construction-ap-invoice-entry-pay-app-test</loc>
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      <news:title>OpenAI's GPT-6.1 Terra clicks through accounting software at $1 per million tokens. Here's the AP test for a sub</news:title>
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      <news:publication_date>2026-10-27T00:00:00.000Z</news:publication_date>
      <news:title>Newforma bought Lumi AI to answer questions from your RFI and submittal history. Here's how a PM should test it</news:title>
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    <loc>https://constructionaibrief.com/posts/2026-10-27-bedrock-robotics-600m-series-c-construction-sitework-sub-retrofit-fleet-decision</loc>
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      <news:publication_date>2026-10-27T00:00:00.000Z</news:publication_date>
      <news:title>Bedrock Robotics raised $600M to retrofit excavators. Here's what a sitework sub should ask before the sales call</news:title>
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