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VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation

VEX-Bench benchmarks verification complexity of LLM-generated misinformation, showing high-VEX false content costs 3-169x less to create than to verify and risks misallocating scarce screening resources.

Hanxun Huang, Oscar W, Qizhou Wang, Silvia Montaña-Niño and 8 more

Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5