Impact

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Research areas diagram with six blocks: Empirical evaluation of AI alignment techniques; Cost-effectiveness analysis of interventions and philanthropic grantmaking; Designing pandemic response strategies for low-resource settings; Improving farmed animal welfare through policy advocacy; Testing high-impact behavioral change campaigns for animal welfare; Designing evidence-based strategies for AI governance advocacy; and Evaluating novel biosecurity risk reduction interventions.Five research areas: AI alignment with frontier models, cost-effectiveness of philanthropic interventions, pandemic response for low-resource settings, behavioral change for animal welfare, and biosecurity risk reduction.