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Algorithmic Accountability in Judicial Decisions: How Courts Are Reviewing AI‑Assisted Sentencing and Risk Assessments Algorithmic fairness and due process challenges in modern courtrooms Meta Summary: This playbook examines how courts worldwide are reviewing algorithmic risk assessments and AI‑assisted sentencing tools. Structured for legal practitioners, policymakers, court administrators, and advocacy organisations, it covers foundational concepts, landmark case law, regulatory frameworks, human rights implications, and practical strategies for ensuring algorithmic accountability in judicial decision‑making. Table of Contents Chapter 1: Foundations – Algorithmic Risk Assessment in Criminal Justice Chapter 2: Landmark Case Law – From State v. Loomis to Thomas v. Montgomery Chapter 3: The EU AI Act and Global Regulatory Responses Chapter 4: Human Rights and Algorithmic Accountability Chapter 5: Strategies for Ensuri...