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Accountability
Core Concepts
The non-delegation and accountability principle
Core judicial functions like interpreting precedent, legal analysis, and decision-making, must not be delegated to GenAI. Judges are responsible for their work and decisions. This entails verifying every citation, ensuring the accuracy of factual assertions, and reviewing all conclusions. This is a fundamental rule of law principle that underpins judicial independence.
What judges do that Generative AI cannot
Judges interpret law, exercise discretion, weigh credibility, assess context, engage in reasoning, and exercise empathy. GenAI can process information and identify patterns but cannot and should not be used to engage in core judicial functions. GenAI is not ‘responsible’ for its output.
The danger of automation bias
GenAI-generated text can sound confident even when it is wrong. There may be a tendency to over-rely on computer-generated output because it appears objective and authoritative. Treat GenAI output like a draft from an intern or new law clerk – a potentially useful starting point but one that requires thorough review and verification.
AI and bias
Fairness is another fundamental rule of law principle. AI systems can intentionally or inadvertently introduce biases that disproportionately impact certain groups. For example, there are reported cases of real estate companies using AI algorithms that were alleged to have had a disproportionate impact on the ability of minority groups to gain access to rental housing. The algorithms were based on credit data that reflected historical disparities in the ability to obtain mortgages. There are many different kinds of bias that can impact the fairness of an AI system, including sampling bias (non-representative training data), statistical or mathematical bias (systemic non-random errors in model predictions), discriminatory bias (the reproduction of human prejudices in training data or algorithms), and the user’s cognitive bias (e.g., automation and confirmation bias).
Generative AI should not be used for novel or nuanced legal questions
GenAI cannot reason through unsettled law or navigate genuinely novel or nuanced legal issues the way a human can. The use of GenAI for such questions raises the risk of delegating core judicial functions as well as importing errors that are difficult to detect because there is no established correct answer to verify against.
Supervising the use of Generative AI by chambers staff
Judges are responsible for ensuring appropriate GenAI use by chambers staff. This requires clear policies and communication, training, and active oversight. Staff must understand that the judge is accountable for all final work product.
Tasks appropriate for Generative AI assistance
GenAI can be helpful for suggesting language alternatives, editing for tone and clarity, summarizing documents, organizing facts into timelines, and in some instances, drafting text. GenAI is adept at these types of tasks, but it can and does make mistakes. For that reason, all GenAI output requires human review and judgment to check and verify its output.
Short Videos
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Talking to your Law Clerks about GenAI
Most law clerks have been exposed to (and may actively use) GenAI at school, work, and home. Judges should speak with their law clerks about the use of GenAI in chambers, even if they choose to prohibit its use. This video offers guidance about how to str
Practical Guides
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Talking to your Law Clerks about GenAI
Checklist of topics to address when discussing GenAI use with law clerks.
Frequently Asked Questions
Law clerks should never use a general-purpose AI system to draft a memo. This poses reliability and data security issues. The Codes of Conduct Committee AI guidance considers draft opinions to be confidential information and advises against uploading into a GenAI system. This may be interpreted to include law clerk memos. In addition, using GenAI to draft a memo may undermine the ability of a law clerk to engage in an independent and thoughtful manner with the legal and factual issues. Automation bias may lead a law clerk to accept the GenAI output with limited critical assessment. Law clerks who use GenAI to draft a memo should always disclose this use to the judge.
At this time, there is no formal ethical rule that mandates judicial disclosure of GenAI use. The Interim Guidance on Artificial Intelligence in the Judiciary, III(A)(5) states: 'Courts should consider whether the use of AI by judiciary users should be disclosed, to whom it should be disclosed, and whether transparency policies or practices are consistent with other ethical considerations, local rules, practices, professional obligations, confidentiality, and protecting the integrity of the judiciary.'
A related question is whether engaging in a conversation with GenAI to discuss substantive issues in a case is the equivalent of ex parte research (which may warrant disclosure). Section D of the Codes of Conduct Committee AI guidance notes this concern. Judges must exercise independent judgment to decide whether a particular use of GenAI should be disclosed.
Automation bias is the tendency to believe that output is reliable and objective because it came from a computer system. To reduce the impact of automation bias, do not use GenAI for the initial stage of thinking and analysis. It is important to be cautious about getting anchored to the output of the AI before you have had an opportunity to independently assess a case. Using GenAI at a later stage of work, for example to help clarify or organize a draft document, is less problematic.
Curated Resources
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A Primer on the Different Meanings of "Bias" for Legal Practice
Judicature (2026)
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Interim Guidance on Artificial Intelligence in the Judiciary and AI Task Force Update
Administrative Office of the U.S. Courts (2025)
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Navigating AI in the Judiciary: New Guidelines for Judges and Their Chambers
Sedona Conference Journal (2025)
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Guidelines for the Use of AI Systems in Courts and Tribunals
UNESCO (2025)