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News/Common-Witness Certificates and Sharp Feature Bounds for Counterfactual Image Auditing
arxiv
PublishedSeptember 4, 2026 at 4:00 AM
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Common-Witness Certificates and Sharp Feature Bounds for Counterfactual Image Auditing

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arXiv:2609.03973v1 Announce Type: new Abstract: An image editor may satisfy every regional plausibility constraint separately even when no single latent explanation fits the complete output. We formalize this local-to-global failure using a common witness grade and witness nerve. The framework separ

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