In 14 interviews, U.S. public defense professionals said AI is most helpful for evidence investigation and least helpful for courtroom advocacy and strategy.
Case repositories: Towards case-based reasoning for ai alignment
2 Pith papers cite this work. Polarity classification is still indexing.
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ICM-inferred examples achieve gold-label performance across alignment benchmarks and generalize better when coherence is high even at fixed accuracy.
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How Can AI Augment Access to Justice? Public Defenders' Perspectives on AI Adoption
In 14 interviews, U.S. public defense professionals said AI is most helpful for evidence investigation and least helpful for courtroom advocacy and strategy.
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Coherence Maximization Improves Pluralistic Alignment
ICM-inferred examples achieve gold-label performance across alignment benchmarks and generalize better when coherence is high even at fixed accuracy.