Algorithms in Public Life: Ethics, Policy & Impact
Analysis and critique of algorithmic decision-making, AI governance frameworks, algorithmic bias case studies, and the sociopolitical effects of deployed systems.
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Algorithmic Auditing & Accountability Frameworks
Manuals, standards, impact-assessment case studies, and procedural playbooks for auditing, certifying, and enforcing accountability of public-sector algorithms.
Algorithmic Auditing, Certification & Redress
Practical frameworks, standards, and legal remedies for auditing automated systems, certifying compliance, and providing remedies when algorithmic decisions harm individuals or communities.
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Algorithmic Auditing & Accountability Frameworks
Manuals, standards, impact-assessment case studies, and procedural playbooks for auditing, certifying, and enforcing accountability of public-sector algorithms.
Algorithmic Auditing, Certification & Redress
Practical frameworks, standards, and legal remedies for auditing automated systems, certifying compliance, and providing remedies when algorithmic decisions harm individuals or communities.