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# AI Law Librarians

All Things AI Law Librarian-ish, Generative AI, and Legal Research/Education/Technology

## Sitemaps

- [XML Sitemap](https://www.ailawlibrarians.com/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [It's Not the AI. It's the Lawyer: We Don’t Have a Hallucination Problem, We Have a Serious Ethics Problem](https://www.ailawlibrarians.com/2026/06/30/its-not-the-ai-its-the-lawyer-we-dont-have-a-hallucination-problem-we-have-a-serious-ethics-problem/) - Guest Post: Charlie Amiot I. How We Got Here Recently I was chatting with a friend from law school who has been a practicing lawyer for seven-plus years and whom I've known for 11+ years. I have a great amount of respect for this person's thoughts and opinions on nearly any subject (admittedly rare for
- [I Tested Claude for Word on Some Classic Litigator Tasks](https://www.ailawlibrarians.com/2026/04/22/i-tested-claude-for-word-on-some-classic-litigator-tasks/) - This post was written with the support of the LegalQuants community, a group of lawyers who are building some pretty great things with AI. Curious? Check it out at https://www.legalquants.com/. Over the past several days I've been digging into the Claude for Word add-in, and the headline finding surprised me. On document-intensive legal work —
- [Can't Stop, Won't Stop: One Semester, Eight Vibe-Coded Teaching Tools](https://www.ailawlibrarians.com/2026/03/04/cant-stop-wont-stop-one-semester-eight-vibe-coded-teaching-tools/) - Somewhere around tool number five, I realized I had a problem. The kind where you keep saying "almost done" and then it's 2 AM and you're finalizing a React app that lets your students act as bots and deploy hallucinations against one another. I teach 21st Century Lawyering at The Ohio State University Moritz College
- [What the Science Says About Hallucinations in Legal Research](https://www.ailawlibrarians.com/2026/02/19/what-the-science-says-about-hallucinations-in-legal-research/) - This is Part 1 of a three-part series on AI hallucinations in legal research. Part 2 will examine hallucination detection tools, and Part 3 will provide a practical verification framework for lawyers. You've heard about the lawyers who cited fake cases generated by ChatGPT. These stories have made headlines repeatedly, and we are now approaching
- [Thanksgiving Vibe-Coding and the Case for "Single-Serving" Legal Software](https://www.ailawlibrarians.com/2025/11/27/thanksgiving-vibe-coding-and-the-case-for-single-serving-legal-software/) - Way back in 2023, I thought it was amazing how I could use generative AI to streamline my Thanksgiving prep: I gave it my recipes, and it gave me a schedule. It was a static list—a text document that told me when to put the turkey in, when to swap in the stuffing, and so
- [Legal Research Trapping You in an "AI Tunnel"? Use a Toe-hold to Get Out](https://www.ailawlibrarians.com/2025/10/28/legal-research-trapping-you-in-an-ai-tunnel-use-a-toe-hold-to-get-out/) - I've been watching my legal research students use AI and noticing a common pattern. They typically go into an AI "Ask" feature in Lexis or Westlaw, get an answer, and then continue the conversation by asking more questions. This is exactly what the tools are designed to encourage. The problem is that this process often
- [Future of Law Libraries Initiative](https://www.ailawlibrarians.com/2025/10/13/future-of-law-libraries-initiative/) - the Future of Law Libraries Initiative gathered professionals from academic, court, firm, and government libraries and allied professions through six regional roundtable to identify what steps we need to take now to ensure an impactful, empowered, ethical future.
- [Effortless Boolean: A Free Tool to Supercharge Your Legal Research](https://www.ailawlibrarians.com/2025/09/18/effortless-boolean-a-free-tool-to-supercharge-your-legal-research/) - As anyone who has taught legal research knows, Boolean searching is a superpower. The ability to craft a precise query with terms and connectors is the difference between finding a needle in a haystack and finding nothing at all. But for newcomers, the syntax of ( ), !, /p, and /s can feel like learning
- [Benchmarking a Moving Target, or let's run a hypo through 7 AIs and see what happens](https://www.ailawlibrarians.com/2025/09/05/benchmarking-a-moving-target-or-lets-run-a-hypo-through-7-ais-and-see-what-happens/) - Debbie Ginsberg, Guest Blogger Benchmarking should be simple, right? Come up with a set of criteria, run some tests, and compare the answers. But how do you benchmark a moving target like generative AI? Over the past months, I’ve tested a sample legal question in various commercial LLMs (like ChatGPT and Google Gemini) and RAGs
- [Coming Soon: The Interactive GenAI Legal Hallucination Tracker — Sneak Peek Today!](https://www.ailawlibrarians.com/2025/08/10/coming-soon-the-interactive-genai-legal-hallucination-tracker-sneak-peek-today/) - If you follow me on LinkedIn or spoke with me at AALL, you’ve probably seen me teasing this project like it’s the season finale of a legal tech drama. Well, the wait is (almost) over — here’s your official sneak peek at our forthcoming interactive GenAI Legal Hallucination Tracker. The People Behind the Tracker First,
- [First Known Court Order with Fabricated Cases (and a Test Run of CiteCheck AI)](https://www.ailawlibrarians.com/2025/07/03/first-known-court-order-with-fabricated-cases-and-a-test-run-of-citecheck-ai/) - AI may have struck again with hallucinations. Yesterday evening, I was forwarded a quote from the case opinion of Shahid v. Esaam, 2025 Ga. App. LEXIS 299, at *3 [Ct App June 30, 2025, No. A25A0196]) released on June 30, 2025 by the Georgia Court of Appeals. (HT Mary Matuszak!)(link to official opinion, not Lexis):
- [Beware the Legal Bot: Spooky Stories of AI in the Courtroom](https://www.ailawlibrarians.com/2023/10/31/beware-the-legal-bot-spooky-stories-of-ai-in-the-courtroom/) - Tales of ethics violations to haunt your dreams to celebrate Halloween.
- [Vibe-Coding Instruction: I Made a Boolean Minigame In 30 Minutes](https://www.ailawlibrarians.com/2025/04/11/vibe-coding-instruction-i-made-a-boolean-minigame-in-30-minutes/) - I’ve been thinking a lot lately about how to bring more interactivity and immediacy into legal research instruction—especially for those topics that never quite “click” the first time. One idea that’s stuck with me is vibe-coding (see Sam Harden's recent piece on vibecoding for access to justice). The concept, loosely put, is about using code
- [OpenAI's New Deep Research Model](https://www.ailawlibrarians.com/2025/02/03/deepresearch/) - This post is brought to you by ChatGPT's Deep Research. It produced this report after about 10 minutes of thinking and searching online (sources in the footnotes). I have also used it for a couple of fairly complex legal research queries and it produces the equivalent of an article from a treatise - they were
- [Revolutionizing Legal Education with AI: The Socratic Quizbot](https://www.ailawlibrarians.com/2024/12/10/socratic-quizbot/) - The author co-taught a course on AI and Law, focusing on integrating AI tools for student assessment. They developed the Socratic Quizbot to facilitate interactive quizzes based on readings, which students preferred over traditional assessments. The tool aims to reduce anxiety and enhance learning, with plans for future updates and broader accessibility in legal education.
- [Announcing the AI Law Librarians Prompt Library](https://www.ailawlibrarians.com/2024/09/23/announcing-the-ai-law-librarians-prompt-library/) - We’re excited to announce a new resource for our community: the AI Law Librarians Prompt Library, a place for law librarians (and the legal community at large) to share and collect useful prompts. Explore the Prompt Library Whether you’re a law librarian, lawyer, or law student, you’ve likely encountered the challenge of developing effective prompts
- [A Legal Research Prompting Guide and Generative AI System Comparison Exercise](https://www.ailawlibrarians.com/2024/07/17/a-legal-research-prompting-guide-and-generative-ai-system-comparison-exercise/) - I'm sharing a guide and exercise I've developed for my legal research courses. This Google spreadsheet provides instructions on crafting AI prompts for legal research and includes a practical exercise for comparing different AI systems. It's designed to help develop skills in leveraging AI for legal research. Feel free to copy it to adapt it
- [AALS Presentation: Improving the Creation of Legal Scholarship with Generative AI](https://www.ailawlibrarians.com/2024/07/09/aals-presentation-improving-the-creation-of-legal-scholarship-with-generative-ai/) - On June 12, 2024, we (Sarah Gotschall, Rebecca Fordon, and Sean Harrington) had the pleasure of presenting Improving the Creation of Legal Scholarship with Generative AI as part of the Association of American Law Schools (AALS) Technology Law section summer webinar series. If interested, you can watch the recording here or access the PowerPoint slides
- [Evaluating Generative AI for Legal Research: A Benchmarking Project](https://www.ailawlibrarians.com/2024/05/24/new-project-evaluating-genai/) - This is a post from multiple authors: Rebecca Fordon (The Ohio State University), Deborah Ginsberg (Harvard Law Library), Sean Harrington (University of Oklahoma), and Christine Park (Harvard Law Library) In late 2023, several legal research databases and start-up competitors announced their versions of ChatGPT-like products, each professing that theirs would be the latest and greatest.
- [Shifting Sands: Ethical Guidance for AI in Legal Practice](https://www.ailawlibrarians.com/2023/12/15/shifting-sands-ethical-guidance-for-ai-in-legal-practice/) - Generative AI has only been here for one year, and we've already seen several lawyers make some big blunders trying to use it in legal practice. (Sean Harrington has been gathering them here). Trying to get ahead of the problem, bar associations across the country have appointed task forces, working groups, and committees to consider
- [Exploring AI's Frontier: A Mysterious gpt2-chatbot, LLM Leaderboard Rankings, and Chatbot Improvement in True Crime Speculation](https://www.ailawlibrarians.com/2024/05/09/exploring-ais-frontier-a-mysterious-gpt2-chatbot-llm-leaderboard-rankings-and-chatbot-improvement-in-true-crime-speculation/) - The world of AI chatbots is a whirlwind of innovation, with new developments and surprises seemingly emerging every week! Since the end of April, one particular model, modestly gpt2-chatbot, captured the attention of myself and other AI enthusiasts due to its advanced abilities and sparked much speculation. This mysterious bot first appeared on April 28,
- [Ghost in the Machine](https://www.ailawlibrarians.com/2024/04/24/ghost-in-the-machine/) - Today’s guest post comes from Debbie Ginsberg, Faculty Services Manager at Harvard Law School Library. I was supposed to write a blog post about the Harvard AI summit about six months ago. For various reasons (e.g., “didn’t get my act together”), that hasn’t happened. But one of the things that was brought up at the
- [RAG Systems Can Still Hallucinate](https://www.ailawlibrarians.com/2024/04/19/rag-systems-can-still-hallucinate/) - A few months ago, a law professor posted on Twitter about a hallucination he observed in Lexis+ AI. He asked "What cases have applied Students for Fair Admissions, Inc. v. Harvard College to the use of race in government decisionmaking?" The answer from Lexis+ AI included two hallucinated cases. (It was obvious they were hallucinated,
- [The Human Side of AI: LLMs Can Persuade and Be Persuaded, Just Like Us](https://www.ailawlibrarians.com/2024/04/17/the-human-side-of-ai-llms-can-persuade-and-be-persuaded-just-like-us/) - When it comes to interacting with others, we humans often find ourselves influenced by persuasion. Whether it's a friend persistently urging us to reveal a secret or a skilled salesperson convincing us to make a purchase, persuasion can be hard to resist. It's interesting to note that this susceptibility to influence is not exclusive to
- [Move Over Law Professors? AI Likes to Write Law Review Articles Too!](https://www.ailawlibrarians.com/2024/03/28/move-over-law-professors-ai-likes-to-write/) - While taking a well-deserved break from the grind of writing memos and analyzing the news of the day, Claude (aka the illustrious author Claudia Trey) penned a 77-page extensively footnoted law review article that's causing quite a stir on SSRN entitled "Bloodlines Over Merits: Exposing the Discriminatory Impact of Legacy Preferences in College Admissions." Hahaha,
- [Leapfrogging the Competition: Claude 3 Researches and Writes Memos (Better Than Some Law Students and Maybe Even Some Lawyers?)](https://www.ailawlibrarians.com/2024/03/11/leapfrogging-the-competition-claude-3-researches-and-writes-memos/) - Introduction I've been incredibly excited about the premium version of Claude 3 since its release on March 4, 2024, and for good reason. Now that my previous favorite chatty chatbot, ChatGPT-4, has gone off the rails, I was missing a competent chatbot… I signed up the second I heard on March 4th, and it has
- [Welcome Perplexity AI to the Law Library! Move Over Google](https://www.ailawlibrarians.com/2024/02/29/welcome-perplexity-ai-to-the-law-library-move-over-google/) - On a couple of podcasts, I've heard a lot of hype about Perplexity AI and how it could be a big competitor to Google. Even though I really like new, generative AI things, it still sometimes takes hearing about something multiple times before I overcome inertia and finally check it out. While attempting to write
- [Does ChatGPT-4 Have Dementia?](https://www.ailawlibrarians.com/2024/02/28/does-chatgpt-4-have-dementia/) - Is it just me, or has ChatGPT-4 taken a nosedive when it comes to legal research and writing? There has been a noticeable decline in its ability to locate primary authority on a topic, analyze a fact pattern, and apply law to facts to answer legal questions. Recently, instructions slide through its digital grasp like
- [ABA TECHSHOW 2024 Review](https://www.ailawlibrarians.com/2024/02/20/techshow-2024/) - The AI Law Librarians review of the 2024 ABA TECHSHOW
- [Artificial Intelligence and the Future of Law Libraries Roundtable Events](https://www.ailawlibrarians.com/2024/02/12/ai-future-law-libraries/) - OU Law volunteered to host the South Central "Artificial Intelligence and the Future of Law Libraries" roundtable, here is my review.
- [Non-Legal Tangent: A Renewed Appreciation for ChatGPT](https://www.ailawlibrarians.com/2023/11/02/non-legal-tangent-a-renewed-appreciation-for-chatgpt/) - Non-legal tangent - #AI - Medical Use - Wondracek -
- [Introducing AI Prompt Worksheets for the Legal Profession](https://www.ailawlibrarians.com/2024/01/10/introducing-ai-prompt-worksheets-for-the-legal-profession/) - #I spent the first week of January attending the American Association of Law Schools’ Annual Meeting in Washington D.C. I was really impressed with all of the thoughtful AI sessions, including two at which I participated as a panelist. The rooms were packed beyond capacity for each AI session that I attended, which underscored the
- [Beyond Legal Documentation: Other Business Uses of Generative AI](https://www.ailawlibrarians.com/2024/02/09/beyond-legal-documentation-other-business-uses-of-generative-ai/) - Here are some other business uses of generative AI and prompts that I think hold great promise.
- [Birth of the Summarizer Pro GPT: Please Work for Me, GPT](https://www.ailawlibrarians.com/2024/02/08/birth-of-the-summarizer-pro-gpt-please-work-for-me-gpt/) - Last week, my plan was to publish a blog post about creating a GPT goofily self-named Summarizer Pro to summarize articles and organize citation information in a specific format for inclusion in a LibGuide. However, upon revisiting the task this week, I find myself first compelled to discuss the recent and thrilling advancements surrounding GPTs
- [New Resources for Teaching with Legal AI and Keeping Up with the Latest Research](https://www.ailawlibrarians.com/2024/01/30/new-resources-for-teaching-with-legal-ai-and-keeping-up-with-the-latest-research/) - Today's guest post comes from the University of Denver Sturm College of Law's John Bliss. Professor Bliss has been kind enough to share some resources that he has crafted to help teach AI to lawyers and law students. In addition, he has launched a new blog which would likely be of interest to our audience
- [ChatGPT-4 Pre-Prompt Text Reminders: “Remember You Can Search the Internet...BUT NOT FOR SONG LYRICS!”](https://www.ailawlibrarians.com/2024/01/09/chatgpt-4-pre-prompt-text-reminders-remember-you-can-search-the-internet-but-not-for-song-lyrics/) - I have frequently wondered why ChatGPT often struggles with searching the internet - to the point where it sometimes denies having internet access altogether and has to be reminded. The answer fell into my lap today when I was listening to my favorite AI podcast and heard the ChatGPT Pre-Prompt Text Leaked episode. As it
- [Review: vLex's Vincent AI](https://www.ailawlibrarians.com/2023/11/30/review-vlexs-vincent-ai/) - An AI Law Librarian's Review of vLex's Vincent AI.
- [Demystifying LLMs: Crafting Multiple Choice Questions from Law Outlines](https://www.ailawlibrarians.com/2023/11/13/mcqs-for-exams/) - How to use AI to create multiple choice questions from a law school outline.
- [Big Brother](https://www.ailawlibrarians.com/2023/11/09/big-brother/) - New updates from OpenAI expose new risks in the AI landscape.
- [Is Better Case Law Data Fueling a Legal Research Boom?](https://www.ailawlibrarians.com/2023/11/07/is-better-case-law-data-fueling-a-legal-research-boom/) - Recently, I’ve noticed a surge of new and innovative legal research tools. I wondered what could be fueling this increase, and set off to find out more. The Moat Historically, acquiring case law data has been a significant challenge, acting as a barrier to newcomers in the legal research market. Established players are often protective
- [ChatGPT-4 Can See Us Now! And Our Desiccated Potatoes...](https://www.ailawlibrarians.com/2023/10/19/chatgpt-4-can-see-us-now-and-our-desiccated-potatoes/) - Within the rapidly advancing realm of generative AI, ChatGPT is expanding its inventory of human senses available for its GPT-4 subscribers. For a mere $20 a month, you can experience its new ability to see, speak, and hear! One of these senses, the “vision” enhancement, allows the user to upload images which ChatGPT can analyize
- [Crystal Ballalytics: Judicial Behavioral Forecasting Modeling](https://www.ailawlibrarians.com/2023/10/09/crystal-ballalytics-judicial-behavioral-forecasting-modeling/) - The trifecta of big data, advanced analytics, and recent AI innovations is ushering in a new era of judicial analytic mind-reading, enabling software to more accurately predict judges' court rulings. Last year, in what seems like an interesting leap forward in judicial analytics, Pre/Dicta unveiled its AI-powered litigation prediction software, introducing a novel, perhaps radical,
- [Coding with ChatGPT: A Journey to Create A Dynamic Legal Research Aid](https://www.ailawlibrarians.com/2023/10/10/practical-chatgpt-for-law-librarians/) - Dan Kimmmons, law librarian ASU Law, uses ChatGPT to help create classroom presentation materials for students.
- [Unlocking the Power of Semantic Searches in the Legal Domain](https://www.ailawlibrarians.com/2023/10/04/semantic-search-in-law/) - Guest post from Andrew Dang, ASU Law Student and LLM Developer. The language of law has many layers. Legal facts are more than objective truths; they tell the story and ultimately decide who wins or loses. A statute can have multiple interpretations, and those interpretations depend on factors like the judge, context, purpose, and history
- [Keeping Up With Generative AI in the Law](https://www.ailawlibrarians.com/2023/09/28/keeping-up-with-generative-ai-in-the-law/) - The pace of generative AI development (and hype) over the past year has been intense, and difficult even for us experienced librarians, masters of information that we are, to follow. Not only is there a constant stream of new products, but also new academic papers, blog posts, newsletters, and more, from people evaluating, experimenting with,
- [AI’s Mechanical Jurisprudence](https://www.ailawlibrarians.com/2023/09/26/ais-mechanical-jurisprudence/) - Guest post by Nicholas Mignanelli, Research Librarian, Yale Law School In his 1908 essay, “Mechanical Jurisprudence,” the eminent legal scholar Roscoe Pound warns of the dangers of what he calls “scientific law,” namely a “petrification” that “tends to cut off individual initiative in the future, to stifle independent consideration of new problems and of new
- [Why Law Librarians and Attorneys Will Not Be Replaced by AI Anytime Soon (a.k.a. The Day Jenny Had to Pull Rank)](https://www.ailawlibrarians.com/2023/09/25/why-law-librarians-and-attorneys-will-not-be-replaced-by-ai-anytime-soon-a-k-a-the-day-jenny-had-to-pull-rank/) - Jenny Wondracek , Why Law Librarians and Attorneys Will Not Be Replaced by AI Anytime Soon (a.k.a. The Day Jenny Had to Pull Rank) - ChatGPT Hallucinations
- [Audit Trails for AI in Legal Research](https://www.ailawlibrarians.com/2023/09/18/audit-trails-for-ai-in-legal-research/) - A request for a way to audit new AI legal research tools.
- [The Truth About Hallucinations in Legal Research AI: How to Avoid Them and Trust Your Sources](https://www.ailawlibrarians.com/2023/09/14/the-truth-about-hallucinations-in-legal-research-ai-how-to-avoid-them-and-trust-your-sources/) - Hallucinations in generative AI are not a new topic. If you watch the news at all (or read the front page of the New York Times), you've heard of the two New York attorneys who used ChatGPT to create fake cases entire cases and then submitted them to the court. After that case, which resulted
- [Gesundheit ChatGPT! Flu Snot Prompting?](https://www.ailawlibrarians.com/2023/09/13/flu-snot-prompting/) - Somewhat recently, during a webinar on generative AI, when the speaker Joe Regalia mentioned "flu snot” prompting, I was momentarily confused. What was that? Flu shot? Flu snot? I rewound a couple of times until I figured out he was saying “few shot” prompting. Looking for some examples of few-shot learning in the legal research/writing
- [A Blog Was Born (Or A Blog Arises from the Ashes of Forsaken Blogs)](https://www.ailawlibrarians.com/2023/09/05/a-blog-was-born-or-a-blog-arises-from-the-ashes-of-forsaken-blogs/) - Welcome to the inaugural post of AI Law Librarians! This blog aims to delve into the intersections of generative AI, law librarianship, legal research, legal technology, legal education, teaching legal research, and perhaps other TBD topics. The origin story of this blog is a tale as old as time - good intentions smacked up against
- [Why Law Librarians?](https://www.ailawlibrarians.com/2023/09/12/why-law-librarians/) - Some of you reading this may be skeptical that these new AI technologies are 1) within your skillset and/or 2) worth the effort to learn. I'm the congenital optimist who is here to win you over.

## Pages

- [The Bloggers](https://www.ailawlibrarians.com/about-us/) - Rebecca has been interested in technology in the law since her days as a corporate bankruptcy attorney. She teaches legal research, legal writing, and legal technology, and frequently speaks on generative AI in the law. Rebecca FordonAssistant director for innovation, research, and instructionTHE OHIO STATE UNIVERSITY, Moritz Law Library Sarah has served as a librarian
- [AI Law Librarians Benchmarking Group](https://www.ailawlibrarians.com/benchmarking/) - About Our Research Group The AI Law Librarians Benchmarking Group is a collaborative team of law librarians dedicated to systematically evaluating generative AI tools for legal research. As legal tech vendors rapidly release AI-powered products—each claiming to transform research practices—we saw a need for a consistent, thoughtful, and ongoing approach to testing these tools in
- [Current Awareness](https://www.ailawlibrarians.com/current-awareness/) - Want to know how our bloggers stay up to date with AI? Check out the resources below: Newsletters Import AI – A newsletter by Jack Clark providing insights on AI policy, business, and societal impacts, particularly in the legal and regulatory spaces. AI Ethics Brief – A newsletter from the Montreal AI Ethics Institute, offering
- [Generative AI Recommended Resources](https://www.ailawlibrarians.com/generative-ai-recommended-resources/) - This page links to resources other than our current awareness recommendations. Please see the current awareness page if you are looking for resources that will help you stay up-to-date. Websites Prompt.law - created and maintained by immigration attorney and founder of Visalaw.ai GEN, Greg Siskind There's an AI for That - AI aggregator David Colaursso's
- [AI Prompt Library for Law: Research, Drafting, Teaching, and More](https://www.ailawlibrarians.com/prompt-library/) - Note: hover over the entry and click the expand button on the left to view the full entry. Have a great prompt you want to share? Submit your own prompt here.

## Categories

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- [Generative AI prompting](https://www.ailawlibrarians.com/category/generative-ai-prompting/)
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- [Bugs and Features](https://www.ailawlibrarians.com/category/bugs-and-features/)
- [AI News](https://www.ailawlibrarians.com/category/ai-news/)
- [AI Critiques](https://www.ailawlibrarians.com/category/ai-critiques/)
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- [Lessons in Usage](https://www.ailawlibrarians.com/category/lessons-in-usage/)
- [AI Humor](https://www.ailawlibrarians.com/category/ai-humor/)
- [New Generative AI Features](https://www.ailawlibrarians.com/category/new-generative-ai-features/)
- [Non-Legal Tangent AI](https://www.ailawlibrarians.com/category/non-legal-tangent-ai/)
- [Vibe Coding](https://www.ailawlibrarians.com/category/vibe-coding/)

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