Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models
arXiv:2606.27593v1 Announce Type: new Abstract: We introduce a categorical framework called ODYSSEY for constructing verifiable, local truth-preserving foundation models as compositions of foundries: building-block architectural components that specify a cover of local contexts, local representation families, restriction maps, gluing rules, obstruction policies, update obligations, and human-facing views. A foundry is an organized sheaf of knowledge that carries within it an argumentation compon
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Computer Science > Artificial Intelligence arXiv:2606.27593 (cs) [Submitted on 25 Jun 2026] Title:Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models Authors:Sridhar Mahadevan View a PDF of the paper titled Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models, by Sridhar Mahadevan View PDF HTML (experimental) Abstract:We introduce a categorical framework called ODYSSEY for constructing verifiable, local truth-preserving foundation models as compositions of foundries: building-block architectural components that specify a cover of local contexts, local representation families, restriction maps, gluing rules, obstruction policies, update obligations, and human-facing views.
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