Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models
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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…
1Key Takeaways
- A foundry is an organized sheaf of knowledge that carries within it an argumentation….
- Headline: Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models
- Category focus: Research — relevant for AI builders and decision-makers.
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3Why it matters
Research breakthroughs often arrive in products months later—early signals matter for strategy. arXiv cs.AI reports that a foundry is an organized sheaf of knowledge that carries within it an argumentation…
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