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The AI inversion model: a linear negative-constraint framework for auditable alignment in medical decision-making

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The integration of artificial intelligence (AI) into healthcare systems is increasingly hindered by the AI alignment problem. In high-stakes domains such as clinical triage, algorithms frequently reflect and amplify systemic biases. Current alignment methodolo... ...