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    <description>Field notes from a core AI lab: self-auditing AI, signal-processing rigor, and why honesty about limits is the whole point.</description>
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      <title>We are live</title>
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      <pubDate>Wed, 08 Jul 2026 00:00:00 +0000</pubDate>
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      <description>Duviloper is a core AI lab building self-auditing neural systems for high-stakes science. Here&#x27;s what we&#x27;re betting on, and why honesty is the product.</description>
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