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    <title>Home on Robert Raynor</title>
    <link>http://rayncloud.com/</link>
    <description>Recent content in Home on Robert Raynor</description>
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      <title>What Is Thinking?</title>
      <link>http://rayncloud.com/notes/what-is-thinking/</link>
      <pubDate>Wed, 31 Dec 2025 16:04:45 -0800</pubDate>
      <guid>http://rayncloud.com/notes/what-is-thinking/</guid>
      <description>&lt;div class=&#34;summary&#34;&gt;&#xA;Thought as a type of computation which is used by intelligent systems to trade between computational complexity and informational complexity.&#xA;&lt;/div&gt;</description>
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      <title>Digital Abstraction, Coordination, and Verifiable AI</title>
      <link>http://rayncloud.com/notes/digital-abstraction-and-coordination/</link>
      <pubDate>Sat, 04 Oct 2025 15:59:37 -0700</pubDate>
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      <description>&lt;div class=&#34;summary&#34;&gt;&#xA;Digital abstraction simplifies coordination by dramatically reducing the complexity of verifiability and enforcement.&#xA;&lt;/div&gt;</description>
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      <title>Notes on Active Inference</title>
      <link>http://rayncloud.com/notes/fep-intuitions/</link>
      <pubDate>Wed, 28 May 2025 15:50:58 -0700</pubDate>
      <guid>http://rayncloud.com/notes/fep-intuitions/</guid>
      <description>&lt;div class=&#34;summary&#34;&gt;&#xA;Disentangling the properties of the Active Inference algorithm.&#xA;&lt;/div&gt;</description>
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      <title>How intelligence helps (and hurts) alignment</title>
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      <pubDate>Sun, 05 Mar 2023 21:24:23 -0800</pubDate>
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      <description>&lt;div class=&#34;summary&#34;&gt;&#xA;An initial reaction to AI alignment concerns. &#xA;&lt;/div&gt;</description>
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      <title>Curiculum Vitae</title>
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      <pubDate>Mon, 04 Jan 2021 00:00:00 +0000</pubDate>
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      <description>A work in progress.</description>
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      <title>Publications</title>
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      <pubDate>Sun, 03 Jan 2021 00:00:00 +0000</pubDate>
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      <description>Publications on Google Scholar.</description>
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      <title>Alignment</title>
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      <pubDate>Sat, 02 Jan 2021 00:00:00 +0000</pubDate>
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      <title>Research</title>
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      <pubDate>Sat, 02 Jan 2021 00:00:00 +0000</pubDate>
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      <description>I am currently working with Prof. Sreeram Kannan, who is a visionary with respect to the role that modern decentralized information systems can play in improving societal equilibria. Our current research looks at the key barrier of trust bottlenecks which inhibit the efficient exchange of high quality data between those who can access/produce it and those who need it for a machine learning task. A key part of this research concerns using the combined discriminative power of a small validation set with the inductive bias of a well-selected model to valuate data from untrusted sources.</description>
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      <title>Free Energy Principle</title>
      <link>http://rayncloud.com/link/cat-fep/</link>
      <pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate>
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      <description></description>
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      <title>Interests</title>
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      <pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate>
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      <title>On Statistical Learning</title>
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      <pubDate>Fri, 01 Jan 2021 00:00:00 +0000</pubDate>
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      <description></description>
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    <item>
      <title>About Me</title>
      <link>http://rayncloud.com/about/</link>
      <pubDate>Thu, 31 Dec 2020 00:00:00 +0000</pubDate>
      <guid>http://rayncloud.com/about/</guid>
      <description>What I&amp;rsquo;m doing with my life.</description>
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      <title>Differential Privacy and Generalization</title>
      <link>http://rayncloud.com/notes/differential-privacy-generalization/</link>
      <pubDate>Sun, 13 Dec 2020 14:31:55 -0800</pubDate>
      <guid>http://rayncloud.com/notes/differential-privacy-generalization/</guid>
      <description>&lt;div class=&#34;summary&#34;&gt;&#xA;How differential privacy can be used to help solve problems of overfitting in adaptive data analysis. &#xA;&lt;/div&gt;</description>
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      <title>Learning and Uniform Convergence</title>
      <link>http://rayncloud.com/notes/learning-uniform-convergence/</link>
      <pubDate>Wed, 11 Nov 2020 21:25:28 -0800</pubDate>
      <guid>http://rayncloud.com/notes/learning-uniform-convergence/</guid>
      <description>&lt;div class=&#34;summary&#34;&gt;&#xA;First post in a series on generalization in machine learning. &#xA;&lt;/div&gt;</description>
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      <title>Plenoptic Camera Notes</title>
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      <pubDate>Mon, 01 Jul 2019 19:30:13 -0700</pubDate>
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      <description>&lt;p&gt;Working notes related to the use of a plenoptic camera for estimating depth within a scene.&lt;/p&gt;</description>
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