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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Haoze Ni

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Preprint Aug 2026

Cross-platform epistemic verification for improving factual reliability in AI-generated news summarization

This study proposes Multi-source Evidence Consen- sus Verification (MECV), a post-hoc hallucination cor- rection framework for AI-generated news summariza- tion. Instead of depending on a single retrieval channel, MECV aggregates evidence from multiple heterogeneous sources, including the source document, Wikipedia, an...

Zhuokun Xie, Haoze Ni · 0 citations

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