Science and Technology Law Commons^™

Uscis-Grounded Ai: Preventing Hallucinations In Immigration Legal Services, Hephzibah Igwe

ONU Student Research Colloquium

Artificial intelligence chatbots increasingly provide legal information to consumers, but AI "hallucinations" (confidently stated but incorrect responses) pose serious risks in immigration law. Incorrect information about USCIS forms, fees, processing times, or filing procedures can result in visa denials, deportation proceedings, or permanent bars to entry.

This research presents a novel "source-grounded AI" system that eliminates hallucinations in immigration legal information. Rather than relying solely on large language models (LLMs) trained on general internet data, the system uses USCIS.gov as the primary source of truth for all operational data including current forms, fees, processing times, filing addresses, and policy updates. …

Session 6: Ai Regulation: The Role Of Washington State Legal Organizations, Alicia Burton, Michele Carney, Ryan Harkins, Craig Shank, Drew Simshaw, Christon Skinner, Leslie Veloz

SITIE Symposiums

In session six of the SITIE 2025 Symposium, the panelists discuss how legal institutions in the State of Washington are responding to the challenges surrounding artificial intelligence (AI). Being aware that AI is continuing to evolve and will inevitably be integrated more into the legal field, this session discusses the benefits and concerns of AI and what legal institutions like the Board of Judicial Administration, Washington State Bar Association (WSBA) Committee on Professional Ethics, and the Washington State Bar Association Legal Technology Task Force are doing to educate lawyers and what changes, if any, are being done to address AI …

Session 5: Ai Regulation From Domestic Sources: From Where And When?, Mark Geistfeld, Margaret Hu, Emile Loza De Siles

SITIE Symposiums

In the wake of high-profile calls for AI regulation from tech leaders like Sam Altman and Brad Smith, domestic efforts to shape AI governance in the U.S. are becoming more urgent. Moderated by Professor Steve Tapia, this panel of legal scholars examined the evolving field of AI regulation, here from domestic sources, focusing on gaps in legal literacy, the limits of tort law, and the promise of more transparent frameworks. Panelists explored the challenges posed by the “Black Box” nature of AI, including trade secret protections, opaque algorithms, and their impact on tort causation and discrimination. They highlighted tensions between …

Session 4: Analyzing The Benefits Of Artificial Intelligence To Racially Inclusive Democracy, Spencer Overton, Jeffrey Omari

SITIE Symposiums

This keynote discussion explored the intersection of artificial intelligence (AI), race, and democratic governance, focusing on the challenges and opportunities AI presents for creating a racially inclusive democracy. Professor Overton argued that while AI has transformative potential, it is currently influenced by actors and systems that may unintentionally (or intentionally) weaken racial equity. The spread of AI technologies—without proper safeguards—has opened new pathways for reinforcing structural inequalities, especially in the democratic process.

Session 2: The Cases For Industry Self-Regulation And Government Regulation Of Ai, Boaz Ashkenazy, Kevin Bartholomew, Kevin De Liban, Christopher Yoo

SITIE Symposiums

In Session Two of the SITIE 2025 Symposium titled “The Cases for Industry Self-Regulation and Government Regulation of AI,” moderated by Seattle University Technology Ethics Initiative Director and Professor Onur Bakiner, the panelists discuss their perspectives and experiences with AI regulation. They share observations about the industry and delve into the topics of AI complexity, concerns around accountability, the shift to agentic AI, the current state of AI regulation, existing legal guardrails, and their outlook on AI regulation.

8th Annual Innovation And Technology Law Conference: Regulating Artificial Intelligence: From Where And When?, Steven Bender

SITIE Symposiums

Since 2018, the Seattle University School of Law has presented an annual late spring/summer conference on innovation and technology, shifting to a virtual conference in 2020. The virtual format fosters inclusion of national and even international speakers (as this year with Marie-Charlotte Roques-Bonnet, Data Protection/AI Consultant & Research Lead, ID side.eu, joining from France), and participation from a broad base audience, which this year included over 200 registrants who joined live or watched the recording.

Session 5: Generative Ai Tort Liability, Mark Chinen

SITIE Symposiums

In Session Five of the SITIE2024 Symposium titled “Generative AI Tort Liability,” Professor Mark Chinen discussed Tort law in relation to artificial intelligence. He began by discussing the emerging harms in software development and then transitioned to generative AI, identifying features relevant to tort liability. Chinen also addressed the actors and parties involved in AI development and use in tort law and explored the broad issues in tort law and generative AI. Focusing on the US context, he discussed harm related to Freedom of Expression and specific torts related to AI harms. Finally, he briefly discussed the European Union's approach …

Session 4: Generative Ai And Artists, Heather Johnson, Moorisha Bey-Taylor, Sarah Duran

SITIE Symposiums

This session primarily focuses on the concerns of balance: how to allow technology to have its say while also promoting creativity and originality. There is no doubt that the approved interdependence of technology and artistic creation can develop great works and will ultimately shed new light on the conversation of artificial intelligence, but doing so will require time and overcoming challenges.

Session 3: Digital Resurrection: Immortality Or Imposter?, Victoria J. Haneman

SITIE Symposiums

With the sudden rise in Artificial Intelligence (AI), there have been many concerns brought with it. One of these concerns involves the issue of the right to control your “digital self” once you die. Do the dead have a right to control their memory and likeness that trumps the right of the living to remember? How can we balance these rights as we are confronted with an issue that is so time sensitive and needs immediate action?

Session 2: The Case For Infringement, Steve Cohen, Ian Crosby, Joseph R. Saveri, Tim O'Reilly

SITIE Symposiums

This session provides an in-depth examination of the evolving legal landscape surrounding generative AI and its interaction with copyright laws. Joseph Saveri opens with a discussion on numerous lawsuits filed since 2022, involving various works used by generative AI companies without authorization. Ian Crosby highlights a significant case where the New York Times has sued OpenAI and Microsoft, focusing on whether using copyrighted material to train AI models constitutes fair use and the impact of AI-generated narrative search results on journalistic revenue. Steve Cohen discusses a class action lawsuit involving voiceover actors whose recordings were misused by AI, emphasizing the …

Session 1: Reimagining Copyright In The Generative Ai Era, Juan Carlos Reyes, Edward Lee, Matthew Sag

SITIE Symposiums

In Session One of the SITIE 2024 Symposium titled “Reimagining Copyright in the Generative AI era,” moderated by TILE Co-Director and Professor Margaret Chon, a panel of esteemed presenters discussed different means to view and interpret copyright in the era of GenAI. Professor Juan Carlos Reyes showcased how his students used collaborative projects with AI to craft unique literary works, drawing parallels between personal experiences and AI interactions. Professor Edward Lee explored the meaning of “Authors” in the Progress Clause and the U.S. Copyright Office’s reliance on the so-called “traditional elements of authorship,” a term that no federal court has …

Session Introduction: Welcome And Overview Of Generative Ai Technology, Leighanne Thompson

SITIE Symposiums

In the introduction of the SITIE2024 Symposium, “Welcome and Overview of Generative AI Technology,” esteemed presenter LeighAnne Thompson, Associate Director for Digital Innovation at Seattle University’s Law Library, provided an introduction to GenAI. Thompson’s introduction to GenAI included the different uses these platforms have, an overview of how GenAI and large language models (LLMs) work, guidance on how to use these platforms, a brief discussion of the potential uses in law, and the benefits and risks associated with GenAI.

7th Annual Innovation And Technology Law Conference: Generative Ai: Infringement Or Innovation?, Steven Bender

SITIE Symposiums

Since 2018, the Seattle University School of Law has presented an annual late spring/summer conference on innovation and technology, with a shift to a virtual conference in 2020. The virtual format fosters inclusion of national speakers and participation from a broad base audience, which this year included about 140 registrants who joined us live or watched the recording.

The Eyes Beyond The Screen: Digital Media Policy And Child Health, Yahia Al-Qudah

Research Symposium

Background: Modern communication technology and digital media have provided society with a foundation for instant messaging. Pictures, videos, and texts connect individuals with families, friends, and the world. Consequently, digital media has accelerated exposure to risk in which children and adolescents are most vulnerable. This project’s objective is to 1) congregate and highlight current knowledge about the impact of digital media on child health, and 2) underline deficiencies in related laws and regulations as well as offer solutions in digital media policy.

Methods: A systematic literature review was conducted through the JAMA Pediatrics database with keywords such as “digital media,” …

The Starting Is The Hardest Part: Using Chatgpt To Overcome Writer’S Block, Margie Alsbrook

Incorporating ChatGPT in the Legal Research & Writing Classroom

We all know that editing a draft, even a bad draft, is easier than starting from scratch with a blank page. Even if ChatGPT produces something you hate, the draft produced by the software can “unstick” us and our students and jump start a surge of productive work. With editing this eventually leads us to good work product, and that work product will likely be better because we started earlier and went through a more thoughtful process. The presentation would also include ways in which ChatGPT can help LRW professors with some of the parts of the job that we …

Move Over Wright & Miller--Is Chatgpt The Only Secondary Source You Will Ever Need? Spoiler Alert...It's Not!, Jacob Waldo, Susan O. Winters

Incorporating ChatGPT in the Legal Research & Writing Classroom

AI tools like ChatGPT are increasingly widespread, and despite an uncertain future due to a rapidly evolving technology landscape, they are likely here to stay. Many of the digital tools used by law students and lawyers will soon be incorporating sophisticated AI technology into their platforms. Students already use ChatGPT to brainstorm, proofread their papers (or write them entirely), summarize information, and more. Failing to integrate ChatGPT into the legal research curriculum not only risks diminishing our professional authenticity with students but could also lead to the devaluation of traditional legal research skills in favor of convenient, albeit less reliable …

Scheherazade, Chatgpt, And Me: Storytelling And Ai, Tracy L. M. Norton

Incorporating ChatGPT in the Legal Research & Writing Classroom

Humans developed language to tell stories. Gesturing, demonstration, and vocalization worked for communicating instructions or basic information. But establishing and maintaining community required story, and story required language. Our desire to tell better stories and share them more widely has led to the creation of art forms from simple guitar ballads to epic motion pictures and intricate first-person video games. So it’s no wonder that, in the era of generative artificial intelligence, storytellers would be among the first to put AI to work. Storytellers have been using AI for years already to develop stories, which means that AI has itself …

The Case For Iterative Legal Writing Practice With Chatgpt, Joseph Regalia

Incorporating ChatGPT in the Legal Research & Writing Classroom

In this session, Professor Joe Regalia will share his work developing legal-writing education tools that leverage GPT technology. He will also share best practices for creating assessments, exercises, and activities for your own students that are tailored to how and what you teach in the classroom.

Much of this presentation will focus on case studies and live, hands-on examples (given this is virtual) so that we can spend most of the time learning by doing together.

An Immodest Proposal: Ai, Llms, And The Case For A Standalone Legal Research Requirement, Nicholas Mignanelli, Susan Drisko Zago, Jordan Jefferson, Sarah C. Slinger

Incorporating ChatGPT in the Legal Research & Writing Classroom

The legal research course is over a century old. As a law school subject, it predates many doctrinal courses, as well as the advent of clinical legal education. It is several decades older than its sister subject, legal writing. In spite of its age and obvious importance, the place of the legal research course in the law school curriculum remains contested. While some law faculties recognize the value of legal research instruction and require a standalone legal research course in the first year, the vast majority combine it with legal writing (often over the objections of legal writing instructors and …

Chatgpt In A Contract Drafting Class, Ben Fernandez, Kristen Hardy

Incorporating ChatGPT in the Legal Research & Writing Classroom

Our presentation will discuss the impact of ChatGPT on contract drafting pedagogy. Specifically, we will examine ChatGPT’s basis of knowledge and whether it has sufficient theoretical foundation to be used as a pedagogical tool; whether ChatGPT’s practical application supports proven methods of instructional delivery; and ChatGPT’s functionality as an assessment tool.

1. ChatGPT’s basis of knowledge and whether it has sufficient theoretical foundation to be used as a pedagogical tool

Our presentation will compare the pretraining of ChatGPT and to the typical Contract Drafting pedagogy. We will start by showing the program on a screen and asking it how it …

What Did I Miss? A Demonstration Of The Differences Between Chatgpt-4 And 3.5 That Impact Legal Research And Writing, Laura Killinger, Leslie A. Street

Incorporating ChatGPT in the Legal Research & Writing Classroom

Many news sources are raving about how much more advanced ChatGPT-4 is than 3.5. You may have heard that ChatGPT-4 outscored 90% of test takers on the Uniform Bar Exam, while ChatGPT 3.5 only outscored 10% of test takers. But what does this mean for teaching legal research and writing? In this presentation, we will compare specific examples of ChatGPT 3.5 (the free version many of us tried in the spring) and ChatGPT-4 (the paid version released in March).

“You’Ve Got A Friend In Me”: Helping Students Help Ai, Brad Charles, Mark Cooney

Incorporating ChatGPT in the Legal Research & Writing Classroom

ChatGPT and its family of generative tools may seem new, but the process that ChatGPT imitates is as old as Egyptian papyri: The end-user still had to adapt the form text to each person’s unique situation.

Similarly, modern attorneys may use AI to adapt legal documents to their clients’ needs. But they must also learn how to spot problems in AI-generated documents — omissions, wrongful additions, inaccurate law, legalese, and poor typography. They need to instruct ChatGPT or other generative AI to continue revising until the document reflects best practices.

In short, our students as future attorneys need to know …

Session 5: Banking, Capital Markets, And The Crypto Revolution - A Look Back And Projection Of The Future Of Fintech, Joseph R. Cutler, Lawrence Kaplan, Youssef Sneifer, Jill Williamson

SITIE Symposiums

In Session Five of the SITIE 2023 Symposium: Enabling Innovation in Law and Society, Joseph M. Vincent moderated as the four panelists, Joseph R. Cutler, Lawrence Kaplan, Youssef Sneifer, and Jill Williamson, discussed banking, capital markets, and the crypto revolution by looking back and projecting the future of the financial technology (FinTech) industry. The discussion commenced with a conversation on banking deposits, then moved into a discussion on cryptocurrency companies and the challenges they have faced in recent years in the banking industry. The panelists further discussed artificial intelligence (AI) technology’s impact on FinTech, open banking, and challenges facing cryptocurrency …

Session 4: Fireside Virtual Chat With Bruce Jackson, Associate General Counsel, Microsoft, Bruce Jackson

SITIE Symposiums

Rhymes all have in common? Besides musical talent, they have all been represented by Bruce Jackson, one of the founding partners of the entertainment law firm, Jackson, Brown, Powell, and St. George. Jackson, a Brooklynite and longtime Microsoft attorney, is a force in the legal industry. Jackson started at Microsoft in the year 2000 as Corporate Counsel for the digital media division. Jackson now serves as Associate General Counsel and Managing Director for Strategic Partnerships out of the Office of the President for Microsoft. Jackson recently published his first book, Never Far From Home: My Journey from Brooklyn to Hip …

Session 3: Diversity Enhancing Intellectual Property, Jordi Goodman, Nina Srejovic

SITIE Symposiums

The field of intellectual property suffers from a lack of diversity. Women are underrepresented as credited inventors in the United States. Additionally, multi-gender inventor groups are underrepresented compared to all-male and, sometimes, even all-female groups. This representation has changed over time, with changes not always reflecting an increase in female representation. This is particularly true when studying gender-disparity as it exists in the field of computer programming and software patents. While women were well represented in computer programming at field’s inception, this changed after World War II because men lobbied to push women out of the field. Women have since …

Session 2: Diversity As Key To Innovation - Stem Education, Richard Tapia

SITIE Symposiums

Richard A. Tapia is a professor at Rice University, where he has taught since 1970. Tapi specializes in optimization theory and numerical analysis. It has been his lifelong work to help underrepresented minorities achieve academic success and success in life.

In this talk, Tapia emphasizes the importance of diversity in STEM fields and highlights the failures of the education system in supporting underrepresented minorities. Tapia opines that more efforts need to be made to bring domestic underrepresented minorities into STEM positions and to recognize the value they bring. Tapia believes that, to address the lack of minority representation in STEM …

Session 1b: Innovation In Legal Contracts And Deals - How Lexion Is Incorporating Ai Into Document Revision, Lexion

SITIE Symposiums

Here, Gaurav Oberoi (CEO and Founder, Lexion) & Jessica Nguyen (Chief Legal Officer, Lexion) discuss Lexion and how it will change the legal industry. Lexion seeks to revolutionize how companies manage the contracts that they use. It has begun to corner a particular market in the rapidly growing field of Artificial Intelligence (AI), helping in-house attorneys to improve their workflow by automatically analyzing documents. By using AI, the program can successfully remove what the CEO of Lexion refers to as “low value” work. This allows overworked in-house attorneys to not only do more work in a faster time frame, but …

Session 1a: Innovation In The Delivery Of Legal Services And Access To Justice, Vikktoria

SITIE Symposiums

In session one, Walid Romaya and Tabrez Ebrahim, co-founders of Vikktoria, discuss their company and its contributions to improving access to justice. With a dual focus on achieving a broader access to justice and in providing matchmaking services for legal professionals looking for a larger client base, Vikktoria aims to disrupt the legal services industry through its mobile app. Based in California, Vikktoria has begun to expand to various metro areas around the country and hopes to provide broader access to justice by giving those with little to no legal knowledge an easy way to find a local attorney, book …

Introduction, Steven Bender

SITIE Symposiums

No abstract provided.

Some Legal And Practical Challenges In The Investigation Of Cybercrime, Ritz Carr

Cybersecurity Undergraduate Research Showcase

According to the Internet Crime Complaint Center (IC3), in 2021, the United States lost around $6.9 billion to cybercrime. In 2022, that number grew to over $10.2 billion (IC3, 2022). In one of many efforts to combat cybercrimes, at least 40 states “introduced or considered more than 250 bills or resolutions that deal significantly with cybersecurity” with 24 states officially enacting a total of 41 bills (National Conference on State Legislatures, 2022).

The world of cybercrime evolves each day. Nevertheless, challenges arise when we investigate and prosecute cybercrime, which will be examined in the following collection of essays that highlight …