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Towards Verifiable Transformers: Solver-Checkable Circuit Explanations

arXiv cs.LG · 2026-05-26 Cached

This paper introduces Verifiable Transformers, a framework that converts task-localized Transformer circuits into bounded, solver-checkable claims, enabling formal verification of properties such as functional equivalence, edge necessity, and robustness.

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