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      <news:title>Meta's Muse Wonder remembers across conversations. For estimators, that makes bid-data retention the first question</news:title>
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    <loc>https://constructionaibrief.com/posts/2026-10-12-salesforce-winter-27-agentforce-default-on-voice-scheduling-construction-service-subs</loc>
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      <news:title>Salesforce is switching Agentforce on by default and adding voice scheduling. Here's what a service-heavy trade sub should check first</news:title>
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    <loc>https://constructionaibrief.com/posts/2026-10-12-nous-research-90m-hermes-for-businesses-construction-self-hosted-agent-audit-logs</loc>
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      <news:title>Nous Research raised $90M to sell a self-hosted, open-source AI agent to businesses. Here's what a trade sub should ask before running one</news:title>
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    <loc>https://constructionaibrief.com/posts/2026-10-12-microsoft-decision-1-agent-gatekeeper-construction-approval-routing</loc>
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        <news:name>Construction AI Brief</news:name>
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      <news:title>Microsoft's Decision-1 is a cheap model that scores yes/no calls for AI agents. Here's where a GC's approval routing could use it, and where it shouldn't</news:title>
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