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Information Discernment in Large Language Models
LLMs fail at source and truth discernment, relying on popularity over reliability and updating equally for accurate and inaccurate claims despite simple inference-time fixes existing.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 17 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 4/5