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Artificial Intelligence [AI] and Legal Research

This guide is intended to introduce new law students, as well as law students who need a refresher on the topic, to the concepts of researching using AI.

Governmental Bodies, Academic Institutions, Professional Organizations & Associations

  1. Congressional Actions:
    1. House:
      1. H.R. 6881 - AI Foundation Model Transparency Act of 2023.
      2. H.R. 6943 - No AI FRAUD Act of 2024.
    2. Senate:
      1. S. 4178 - Future of Artificial Intelligence Act of 2024
      2. S. 4769 - Validation and Evaluation for Trustworthy (VET) Artificial Intelligence Act of 2024.
  2. Federal Administrative Agencies:
    1. NIST:
      1. Choong, Yee-Yin, Theofanos, Mary & Theodore Jensen, AI Use Taxonomy: A Human-Centered Approach. (National Institute of Standards and Technology, Gaithersburg, MD), NIST Trustworthy and Responsible AI (AI) NIST AI 200-1. https://doi.org/10.6028/NIST.AI.200-1
      2. Vassilev, Apostol, et al., Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations. (National Institute of Standards and Technology, Gaithersburg, MD), NIST Trustworthy and Responsible AI (AI) NIST AI 100-2e2023. https://doi.org/10.6028/NIST.AI.100-2e2023.
      3. Reducing Risks Posed by Synthetic Content: An Overview of Technical Approaches to Digital Content Transparency. (National Institute of Standards and Technology, Gaithersburg, MD), NIST Draft for Public Content NIST AI 100-4.
  3. State Actions:
    1. Illinois General Assembly:
      1. SB2979, Section 5. The Biometric Information Privacy Act
    2. Illinois State Bar Association:
      1. 27 September 2023 Report to ISBA President Shawn Kasserman regarding recommendations on the impact of AI in the practice of law in Illinois.
  4. American Bar Association [ABA]:
    1. ABA Comm'n on Ethics & Prof'l Responsibility, Formal Op. 512 (2024)
  5. American Association of Law Librarians [AALL]:
    1. Talley, Nancy B., Imagining the Use of Intelligent Agents and Artificial Intelligence in Academic Law Libraries, 108 Law Lib. J. 3 (2016).
  6. LexisNexis
    1. AI Goes to Law School - Course Handout, LexisNexis CLE (2023)

Articles

  1. Artificial Intelligence, broadly
    1. Baker, Jamie J., 2018: A Legal Research Odyssey: Artificial Intelligence as Disruptor, 110 Law Library Journal 1 (2018).
    2. Davis, Anthony E., The Future of Law Firms (and Lawyers) in the Age of Artificial Intelligence, 16 Direito GV L. Rev. 1 (2020).
    3. Francesconi, Enrico, The Winter, The Summer and the Summer Dream of Artificial Intelligence in Law, 30 Artificial Intelligence and the Law 147 (2022). https://doi.org/10.1007/s10506-022-09309-8.
    4. Greenstein, Stanley, Preserving the Rule of Law in the Era of Artificial Intelligence (AI), 30 Artificial Intelligence and Law 291 (2022). https://doi.org/10.1007/s10506-021-09294-4.
    5. Spitsin, Igor N., Juridification of Concept "Artificial Intelligence" and Limits of Using Its Technology in Litigation, 134 SHS Web Conf. (2022). https://doi.org/10.1051/shsconf/202213400108.
    6. 27 September 2023 Report to ISBA President Shawn Kasserman regarding recommendations on the impact of AI in the practice of law in Illinois.
    7. See "AI, ML, DL, and GenAI" video in Videos & Podcasts
    8. See "What Are Generative AI Models?" video in Videos & Podcasts.
  2. History of Artificial Intelligence Developments
    1. Greenstein, Stanley, Preserving the Rule of Law in the Era of Artificial Intelligence (AI), 30 Artificial Intelligence and Law 291 (2022). https://doi.org/10.1007/s10506-021-09294-4.
  3. Lack of a Universally Applied Definition of Artificial Intelligence
    1. Greenstein, Stanley, Preserving the Rule of Law in the Era of Artificial Intelligence (AI), 30 Artificial Intelligence and Law 291 (2022). https://doi.org/10.1007/s10506-021-09294-4.
  4. Machine Learning
    1. Chang, Edward, Prompting Large Language Models with the Socratic Method, IEEE Computing & Comm. Workshop and Conf. - CCWC (March 2023). https://doi.org10.48550/arXiv.2303.08769
    2. Greenstein, Stanley, Preserving the Rule of Law in the Era of Artificial Intelligence (AI), 30 Artificial Intelligence and Law 291 (2022). https://doi.org/10.1007/s10506-021-09294-4.
    3. Vassilev, Apostol, et al.Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations. (National Institute of Standards and Technology, Gaithersburg, MD), NIST Trustworthy and Responsible AI (AI) NIST AI 100-2e202e. https://doi.org/10.6028/NIST.AI.100-2e2023.
    4. See "AI vs. Machine Learning" video in Videos & Podcasts.
    5. "Machine Learning vs. Deep Learning" video in Videos & Podcasts.
  5. Deep Learning
    1. Baker, Jamie J., 2018: A Legal Research Odyssey: Artificial Intelligence as Disruptor, 110 Law Library Journal 1 (2018).
    2. Sejnowski, Terrence J., The Unreasonable Effectiveness of Deep Learning in Artificial Intelligence, 117 PNAS 48 (2020). https://doi.org/10.1073/pnas.1907373117.
    3. See "Machine Learning vs. Deep Learning" video in Videos & Podcasts.
    4. See "AI, ML, DL, and GenAI" video in Videos & Podcasts.
  6. Neural Networks
    1. Searle, J.R., Is the Brain's Mind a Computer Program?, 262 Scientific American 20 (1990).
    2. Feijo, Diego de Vargas, Improving Abstractive Summarization of Legal Rulings Through Textual Entailment, 31 Artificial Intelligence and Law (2023). https://doi.org/10.1007/s10506-021-09305-4.
    3. Greenstein, Stanley, Preserving the Rule of Law in the Era of Artificial Intelligence (AI), 30 Artificial Intelligence and Law 291 (2022). https://doi.org/10.1007/s10506-021-09294-4.
    4. See "Neural Networks Explained in Five Minutes" video in Videos & Podcasts.
  7. Linear Regression via Gradient Dissent
    1. See "Neural Networks Explained in Five Minutes" video in Videos & Podcasts.
  8. Transformers
    1. See "Neural Networks Explained in Five Minutes" video in Videos & Podcasts.
  9. Algorithms
    1. Annalee Hickman, How to Teach Algorithms to Legal Research Students, 28 Persp. 73 (2020).
    2. Baker, Jamie J., 2018: A Legal Research Odyssey: Artificial Intelligence as Disruptor, 110 Law Library Journal 1 (2018).
  10. Natural Language Processing
    1. Baker, Jamie J., 2018: A Legal Research Odyssey: Artificial Intelligence as Disruptor, 110 Law Library Journal 1 (2018).
    2. Brahman, Faeze, Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations, Assoc. for Comp. Linguistics, pp.1266-1279 (2022). https://www.doi.org/10.18653/v1/2022.emnlp-main.82
  11. Tokenization
    1. Schmidt, Craig W., et al., Tokenization is More Than Compression, Cornell University Library (2024). https://doi.org/10.48550/arXiv.2402.18376.
    2. See "What is Natural Language Processing [NLP]?" video in Videos & Podcasts.
  12. Prompting/Prompt Engineering
    1. Boles, Eliza, Lawyers as Next Generation Wordsmiths in "Talking Tech," AALL Spectrum (May/June 2024).
    2. Brahman, Faeze, Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations, Assoc. for Comp. Linguistics, pp.1266-1279 (2022). https://www.doi.org/10.18653/v1/2022.emnlp-main.82
    3. Giray, Louie, Prompt Engineering with ChatGPT: A Guide for Academic Writers, 51 Annals of Biomed. Engineer. 2629, (2023). https://doi.org/10.1007/s10439-023-03272-4
    4. Magesh, Varun, et al., Hallucination-Free? Assessing the Reliability of Leading AI Legal Research Tools, Stanford University (forthcoming 2024).
    5. Thomson Reuters, Top 5 Tips for Better CoCounsel Prompts, Thomson Reuters (26 July 2023), https://casetext.com/blog/top-5-tips-for-better-cocounsel-prompts/
    6. Thomson Reuters, With AI, You Get What You Give, Thomson Reuters (02 August 2023), https://casetext.com/blog/prompt-engineering-best-ai-output/
  13. Computer-Assisted Legal Research Fundamentals & Comparisons Between CALR and AIALR
    1. Davis, Anthony E., The Future of Law Firms (and Lawyers) in the Age of Artificial Intelligence, 16 Direito GV L. Rev. 1 (2020).
    2. Talley, Nancy B., Imagining the Use of Intelligent Agents and Artificial Intelligence in Academic Law Libraries, 108 Law Lib. J. 3 (2016).

News Articles/Surveys

  • Metz, Rachel, OpenAI Scale Ranks Progress Toward 'Human-Level' Problem Solving, Bloomberg Law News (12 July 2024).
  • Law School Preparedness Survey - Fall 2023, Bloomberg Law

Books, Book Chapters, & Essays