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April 26, 2026German Law Journal0 citationsOpen Access

Artificial Intelligence in Court Proceedings: Judge’s Little Helper or the Beginning of AI’s Hostile Takeover?

EPElisabeth PaarUniversity of Graz

Key Points

  • The aim is to analyze the impact of AI in judicial processes and the necessity for human oversight to prevent eroded judgment.
  • Reviewed arguments for human oversight categorized by technological, legal, and psychological reasoning.
  • Analyzed potential dangers of AI reliance in judicial decision-making.
  • Classified various AI tools based on their involvement in the courtroom.
  • Identified significant risks associated with over-reliance on AI technologies in judicial functions.
  • Highlighted the distinctions in how humans and AI process language and reason legally.
  • Suggested a need for clear divisions of labor between human judges and AI tools to preserve judicial integrity.

Abstract

Abstract This Article examines the “human in the loop” argument regarding the increasing use of artificial intelligence (AI) in court proceedings, challenging the intuition that AI assistance is inherently less problematic than full delegation. It argues that even limited AI support can risk blurring the lines between human and AI decision-making, posing significant dangers for human judgment in critical judicial functions. The Article starts out by identifying the main arguments in favor of human oversight and categorizing them into technological, legal, and psychological reasoning in Section B. It then shifts focus to the potential dangers of applying the “human in the loop” concept to judicial decision-making in Section C. The analysis highlights the fundamentally different modes of operation between humans and AI, particularly in handling natural language and legal reasoning. Furthermore, it explores how human judges might become over-reliant on AI, effectively acting as “rubber stampers” and leading to eroding human vigilance, skills, and independent judgment. To illustrate the complexities of these dynamics, the Article categorizes various AI tools used in court proceedings based on their degree of involvement and effect on judicial decision-making in Section D. The Article concludes by urging us to rethink our current understanding of “co-working” with AI as a universal remedy and putting emphasis on a clear division of labor instead, as discussed in Section E. For those scenarios where human and AI contributions are deeply interwoven, the Article stresses the need for making a conscious decision whether AI or a human judge should perform the underlying tasks in the future.

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Cite This Study

Elisabeth Paar (2025) studied this question.

synapsesocial.com/papers/69edabdf4a46254e215b3b01https://doi.org/10.1017/glj.2026.10181
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Artificial Intelligence in Judicial Decision-Making: Can a Robot Replace a Judge?2026
  2. 2Technologies Versus Justice: Challenges of AI Regulation in the Judicial System2024 · 3 citations
  3. 3Judicial Independence in the Age of Artificial Intelligence: Designing an Integrated Framework for Human–Algorithm Interaction in Smart Courts2025
  4. 4The role of artificial intelligence in legal proceedings: an auxiliary tool or an element of decision-making?2026
  5. 5Artificial Intelligence and Human Intelligence in Legal Systems2026