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cs.AI2026
Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models
Sridhar Mahadevan
We introduce a categorical framework called ODYSSEY for constructing verifiable, local truth-preserving foundation models as compositions of foundries: building-block architectural…
cs.AI2026
PROMETHEUS: Automating Deep Causal Research Integrating Text, Data and Models
Sridhar Mahadevan
Large language models can extract local causal claims from text, but those claims become more useful when organized as persistent, navigable world models rather than as flat summar…