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  <title>MATRIX · Vals 磁性半导体候选</title>
  <link>https://derekwang2002.github.io/ai-intelligence/en/projects/vals-magnetic-candidates/</link>
  <description>Material changes in AI models, agents, engineering and infrastructure, with primary sources and recommendations.</description>
  <language>en</language>
  <lastBuildDate>Mon, 02 Nov 2026 16:56:00 GMT</lastBuildDate>
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    <title>Claude agents propose two room-temperature magnetic semiconductor candidates</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20261005-07/</link>
    <guid isPermaLink="false">ev-20261005-07-published</guid>
    <pubDate>Tue, 06 Oct 2026 16:01:24 GMT</pubDate>
    <category>New</category>
    <category>WATCH</category>
    <description>&lt;p&gt;A Vals AI workflow using Claude Opus 5.5 agents designed one Luttinger-compensated semiconductor candidate and identified another material first synthesized in 1999. Density-functional calculations predict room-temperature magnetic order and spin-sorted band edges. Vals publishes inputs, raw outputs, analysis code, independent reruns and caveats, but neither candidate has experimental confirmation of the reported band gap and spin sorting.&lt;/p&gt;&lt;p&gt;Recommendation: WATCH&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://www.vals.ai/blogs/room-temperature-magnetic-semiconductors&quot;&gt;Two Room-Temperature Antiferromagnetic Semiconductor Candidates&lt;/a&gt; · &lt;a href=&quot;https://github.com/spicylemonade/compensated-magnet-ledger&quot;&gt;compensated-magnet-ledger&lt;/a&gt;&lt;/p&gt;</description>
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