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    Accuracy is not readiness: an open-source robustness stress-test of frontier LLMs (Opus 4.8, GPT-5.5, Grok 4.3, Gemini 3.5 Flash) on medical QA. Re-implements & extends Gu et al. 'The Illusion of R…

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    Safety before certainty: an open-source public-data stress-test showing a structured evidence-sufficiency prompt cuts unsafe overconfident clinical answers across four frontier LLMs (Opus 4.8, GPT-…

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