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    <title>Dmt-Eval on MayaLucIA</title>
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      <title>DMT-Eval: Universal Validation Framework</title>
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      <description>&lt;p&gt;&lt;strong&gt;Data, Models, Tests&lt;/strong&gt; &amp;mdash; validation as structured scientific argumentation.&lt;/p&gt;
&lt;p&gt;DMT-Eval decouples analyses from models through formal adapter interfaces,
producing structured scientific reports (LabReports) from any (model, data)
pair. The architectural insight was proven over seven years at the Blue Brain
Project (EPFL, 2017&amp;ndash;2024) and is now rebuilt for any domain where
computational models need systematic evaluation.&lt;/p&gt;
&lt;h2 id=&#34;live-demo&#34;&gt;Live Demo&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;&lt;a href=&#34;https://bench.mayalucia.dev&#34;&gt;bench.mayalucia.dev&lt;/a&gt;&lt;/strong&gt; &amp;mdash; run evaluations
in real time. Weather prediction, drug efficacy, and Brain-Score NeuroAI
benchmarks, all producing structured LabReports through the same pipeline.&lt;/p&gt;</description>
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