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Statistically Indistinguishable, Operationally Distinct: A Formal Barrier for Tabular Foundation Models

arXiv cs.LG · 2026-06-30 Cached

This paper presents a formal impossibility result showing that tabular foundation models cannot distinguish legal from rule-violating database states without access to operational rules, verified through the Operational Turing Test (OTT) and empirical experiments.

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