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Consequential AI represents the frontier where artificial intelligence intersects with high-stakes decision-making, influencing the trajectory of industries, societies, and even individual lives. Unlike traditional AI systems, which focus on tasks with straightforward, limited outcomes, consequential AI operates in complex environments where its decisions can lead to far-reaching, sometimes unpredictable effects. From healthcare to finance, autonomous driving to governance, these systems are designed to make or inform critical decisions where precision, ethics, and accountability are paramount.