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arxiv_cs_cl ยท Nov 5, 2026 ยท paper

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From Twisted Facts to Rogue Agents: Can LLMs Reliably Detect Multi-Dimensional Hallucinations?

arxiv.orgNov 5, 2026
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Large language models (LLMs) are widely used for information access, content production, and agent-based task execution, but their outputs remain vulnerable to subtle, high-risk hallucinations. To systematically evalu...

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