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  <title><![CDATA[Ph.D. Proposal Oral Exam - Tyler Lizzo]]></title>
  <body><![CDATA[<p><strong>Title:&nbsp; </strong><em>Subspace-Based Localization and Manipulation of Knowledge in Foundation Models</em></p><p><strong>Committee:&nbsp;</strong></p><p>Dr.&nbsp;Heck, Advisor&nbsp;</p><p>Dr. Davenport, Chair</p><p>Dr. Riedl</p>]]></body>
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      <value><![CDATA[<p>The objective of the proposed research is to understand where and how knowledge and behavior are represented in foundation models and to use that understanding to directly control, audit, and verify what models know and how they behave.</p>]]></value>
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