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Supertopics:
LLMs Often Provide Incorrect Information
Anchoring (The Cognitive Bias)
Confirmation Bias Miscellany
Logic Miscellany
Mental State Attribution (aka Theory of Mind)
Morality and Ethics Miscellany

the most advanced LLMs are failing logic tests      web

webhttps://www.popularmechanics.com/science/a70328740/ai-fatal-flaw/
authorCaroline Delbert
publicationPopular Mechanics
date2026-02-18

Documents:
Large Language Model reasoning failures
webPeiyang Song, Pengrui Han, Noa...arXiv2026-02-05
Large Language Model reasoning failures
webPeiyang Song, Pengrui Han, Noa...arXiv2026-02-05
generative AI uses flawed reasoning techniques
webEdd GentIEEE Spectrum2025-12-03
LLMs fail to distinguish belief from knowledge and fact
webMirac Suzgun, Tayfun GurNature Machine Intelligence2025-11-03
failure modes in medical multi-agent systems
webLei Gu, Yinghao Zhu, Haoran Sa...arXiv2025-10-11

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