Artificial Judges and Constitutional Limits: Examining Automated Adjudication

The rapid integration of artificial intelligence into judicial and quasi-judicial processes has opened a set of constitutional questions that legal systems around the world are only beginning to confront. From risk-assessment tools used at sentencing hearings in the United States to the early experiments with algorithmic case management in India, automated systems are steadily encroaching on the territory that constitutions have, for generations, reserved for human judges. This article examines those encroachments through a constitutional lens. It asks whether algorithmic adjudication can satisfy the requirements of the right to a fair hearing, the guarantee of reasoned decision-making, and the prohibition of arbitrary state action. Drawing on judicial decisions, constitutional text, and comparative practice across India, the European Union, and the United States, the article argues that the deployment of opaque, unaccountable algorithms in adjudicatory settings violates foundational constitutional norms. These include the right to life and personal liberty under Article 21 of the Indian Constitution, the right to equality under Article 14, the separation of powers, and the judicial independence mandated by Article 50. The article further examines the structural tension between algorithmic certainty and the contextual, discretionary nature of judicial reasoning. It concludes by proposing a framework of constitutional safeguards, including mandatory explainability requirements, independent algorithmic audits, and meaningful avenues for human review, that must be put in place before any automated system can be given a role in adjudication.