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News/Cycle-Consistent Neural Explanation of Formal Verification Certificates
arxiv
PublishedJune 25, 2026 at 4:00 AM
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Cycle-Consistent Neural Explanation of Formal Verification Certificates

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arXiv:2606.24414v1 Announce Type: new Abstract: Formal verification produces machine-checkable certificates that attest to the satisfaction or violation of temporal properties, yet these certificates remain opaque to non-specialist stakeholders. We propose a cycle-consistent neural architecture that

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