Frontier AI chatbots accurately detect psychiatric emergencies in one-shot queries but systematically over-triage lower-risk presentations.
arXiv preprint arXiv:2408.15266 , year=
2 Pith papers cite this work, alongside 12 external citations. Polarity classification is still indexing.
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years
2026 2verdicts
UNVERDICTED 2representative citing papers
LLMs display political plasticity via prompt-driven ideological adaptation that is more reliable in larger newer models, but inverted questions produce counterintuitive shifts suggesting data leakage.
citing papers explorer
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One-shot emergency psychiatric triage across 15 frontier AI chatbots
Frontier AI chatbots accurately detect psychiatric emergencies in one-shot queries but systematically over-triage lower-risk presentations.
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Political Plasticity: An Analysis of Ideological Adaptability in Large Language Models
LLMs display political plasticity via prompt-driven ideological adaptation that is more reliable in larger newer models, but inverted questions produce counterintuitive shifts suggesting data leakage.