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<video:description>Brian Theory introduces his applied AI and independent R&D consulting approach for technically difficult, uncertain problems.</video:description>
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<video:description>An engineering account of exact-computation improvements across Correspondence Matrices, common-subexpression elimination, BitSet and related methods.</video:description>
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<video:title>Correspondence Matrices: method, measurements and open questions</video:title>
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<video:description>A walkthrough of the Correspondence Matrices representation, selected measurements, neural experiments and open research questions.</video:description>
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<video:title>SHAP-guided psychometric item retention</video:title>
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<video:description>A research walkthrough of neural-network and SHAP-guided item retention for abbreviated psychometric measures.</video:description>
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<video:description>A walkthrough of evidence-grounded local-agent workflows, hybrid retrieval and source-aware engineering analysis.</video:description>
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<video:description>A walkthrough of Nexus controls for review, authorization, bounded dispatch and operational recovery.</video:description>
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<video:description>A walkthrough of claim-to-source provenance, human review, audit findings and reproducible research exports.</video:description>
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<loc>https://www.correspondencematrices.com/work/presidency-or-prison-simulation</loc>
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