Intellectual Property Law Commons^™

Implementing User Rights For Research In The Field Of Artificial Intelligence: A Call For International Action, Sean Flynn, Michael W. Carroll

Scholarly Articles in Law Reviews & Journals

Last year, before the onset of a global pandemic highlighted the critical and urgent need for technology-enabled scientific research, the World Intellectual Property Organization (WIPO) launched an inquiry into issues at the intersection of intellectual property (IP) and artificial intelligence (AI). We contributed comments to that inquiry, with a focus on the application of copyright to the use of text and data mining (TDM) technology. This article describes some of the most salient points of our submission and concludes by stressing the need for international leadership on this important topic. WIPO could help fill the current gap on international leadership, …

Artificial Intelligence Inventions & Patent Disclosure, Tabrez Y. Ebrahim

Faculty Scholarship

Artificial intelligence (“AI”) has attracted significant attention and has imposed challenges for society. Yet surprisingly, scholars have paid little attention to the impediments AI imposes on patent law’s disclosure function from the lenses of theory and policy. Patents are conditioned on inventors describing their inventions, but the inner workings and the use of AI in the inventive process are not properly understood or are largely unknown. The lack of transparency of the parameters of the AI inventive process or the use of AI makes it difficult to enable a future use of AI to achieve the same end state. While …

Deep Fakes: Preserving Truth & Human Rights In An Era Of Truth Decay, Virginia Kozemczak

Biennial Conference: The Social Practice of Human Rights

Lawmakers, technology companies, and the general public are increasingly concerned about the prevalence of “deep fake” videos. Often shared on social media platforms, these digitally altered videos are made possible with recent advances in machine learning and artificial intelligence.

Although altered and faked media content is not necessarily a new issue, images and videos can now be altered quickly, cheaply, and more convincingly than ever before. An underlying concern is that platforms will be overwhelmed with believable deep fakes, leaving Internet users struggling to discern fact from fiction. Yet a future in which no one call tell what is real …

Ai & Ip Innovation & Creativity In An Age Of Accelerated Change, Daryl Lim

Akron Law Review

From a glimmer in the eye of a Victorian woman ahead of her time, AI has become a cornerstone of innovation that “will be the defining technology of our time.” Around 2016, the convergence of computing power, funding, data, and open-source platforms tipped us into an AI-driven 4IR. AI can make a difference in accelerating disruptive innovation by bringing a data-driven approach to invention and creation. To do so, the law must embrace change and innovation as an imperative in a journey towards an ever-shifting horizon. In the creative arts, the work for hire doctrine provides a pragmatic legal vehicle …

Algorithms And Human Freedom, Richard Warner, Robert Sloan

All Faculty Scholarship

Predictive analytics such as data mining, machine learning, and artificial intelligence drive algorithmic decision making. Its "all-encompassing scope already reaches the very heart of a functioning society". Unfortunately, the legal system and its various tools developed around human decisionmakers cannot adequately administer accountability mechanisms for computer decision making. Antiquated approaches require modernization to bridge the gap between governing human decision making and new technologies. We divide the bridge-building task into three questions. First, what features of the use of predictive analytics significantly contribute to incorrect, unjustified, or unfair outcomes? Second, how should one regulate those features to make outcomes more …

Regulation Of Artificial Intelligence In Selected Jurisdictions, Jenny Gesley, Tariq Ahmad, Edouardo Soares, Ruth Levush, Gustavo Guerra, James Martin, Kelly Buchanan, Laney Zhang, Sayuri Umeda, Astghik Grigoryan, Nicolas Boring, Elin Hofverberg, Clare Feikhert-Ahalt, Graciela Rodriguez-Ferrand, George Sadek, Hanibal Goitom

Copyright, Fair Use, Scholarly Communication, etc.

Comparative Summary

This report examines the emerging regulatory and policy landscape surrounding artificial intelligence (AI) in jurisdictions around the world and in the European Union (EU). In addition, a survey of international organizations describes the approach that United Nations (UN) agencies and regional organizations have taken towards AI. As the regulation of AI is still in its infancy, guidelines, ethics codes, and actions by and statements from governments and their agencies on AI are also addressed. While the country surveys look at various legal issues, including data protection and privacy, transparency, human oversight, surveillance, public administration and services, autonomous vehicles, …

Automation And Predictive Analytics In Patent Prosecution: Uspto Implications And Policy, Tabrez Y. Ebrahim

Faculty Scholarship

Artificial-intelligence technological advancements bring automation and predictive analytics into patent prosecution. The information asymmetry between inventors and patent examiners is expanded by artificial intelligence, which transforms the inventor-examiner interaction to machine-human interactions. In response to automated patent drafting, automated office-action responses, "cloems" (computer-generated word permutations) for defensive patenting, and machine-learning guidance (based on constantly updated patent-prosecution big data), the United States Patent and Trademark Office (USPTO) should reevaluate patent-examination policy from economic, fairness, time, and transparency perspectives. By conceptualizing the inventor-examiner relationship as a "patenting market," economic principles suggest stronger efficiencies if both inventors and the USPTO have better information …

Data-Centric Technologies: Patent And Copyright Doctrinal Disruptions, Tabrez Y. Ebrahim

Faculty Scholarship

Data-centric technologies create information content that directly controls, modifies, or responds to the physical world. This information content resides in the digital world yet has profound economic and societal impact in the physical world. 3D printing and artificial intelligence are examples of data-centric technologies. 3D printing utilizes digital data for eventual printing of physical goods. Artificial intelligence learns from data sets to make predictions or automated decisions for use in physical applications and systems. 3D printing and artificial intelligence technologies are based on digital foundations, blur the digital and physical divide, and dramatically improve physical goods, objects, products, or systems. …

How Copyright Law Can Fix Artificial Intelligence's Implicit Bias Problem, Amanda Levendowski

Georgetown Law Faculty Publications and Other Works

As the use of artificial intelligence (AI) continues to spread, we have seen an increase in examples of AI systems reflecting or exacerbating societal bias, from racist facial recognition to sexist natural language processing. These biases threaten to overshadow AI’s technological gains and potential benefits. While legal and computer science scholars have analyzed many sources of bias, including the unexamined assumptions of its often homogenous creators, flawed algorithms, and incomplete datasets, the role of the law itself has been largely ignored. Yet just as code and culture play significant roles in how AI agents learn about and act in the …

Emerging Technologies Challenging Current Legal Paradigms, W. Keith Robinson, Joshua T. Smith

Faculty Journal Articles and Book Chapters

U.S. patent law has made assumptions about where new inventions will be created, who will create them, and how they will be infringed. Throughout history, emerging technologies have challenged these paradigms. This decade’s emerging technologies will allow humans to create in virtual worlds, connect billions of every day devices via the Internet, and use artificial intelligence to invent across technology fields. If countries like the U.S. wish to encourage inventors to seek patent protection in these emerging areas, then a paradigm shift in the law must occur. Specifically, the law must clarify patent eligibility, recognize the increasing role of artificial …

Manhattan_Project.Exe: A Nuclear Option For The Digital Age, David Laton

Catholic University Journal of Law and Technology

This article explores the possible implications and consequences arising from the use of an artificial intelligence construct as a weapon of mass destruction. The digital age has ushered in many technological advances, as well as certain dangers. Chief among these pitfalls is the lack of reliable security found in critical information technology systems. These security gaps can give cybercriminals unauthorized access to highly sensitive computer networks that control the very infrastructure of the United States. Cyberattacks are rising in both frequency and severity and the response by the U.S. has been ineffective. A cyber-weapon of mass destruction (CWMD) implementing an …

The Criminal Liability Of Artificial Intelligence Entities - From Science Fiction To Legal Social Control, Gabriel Hallevy

Akron Intellectual Property Journal

The modem question relating to Al entities becomes: Does the growing intelligence of Al entities subject them to legal social control as any other legal entity?This article attempts to work out a legal solution to the problem of the criminal liability of Al entities. At the outset, a definition of an Al entity will be presented. Based on that definition, this article will then propose and introduce three models of Al entity criminal liability:

(1) The Perpetration-via-Another Liability Model

(2) The Natural-Probable-Consequence Liability Model

(3) The Direct Liability Model.

Copyright For Literate Robots, James Grimmelmann

Cornell Law Faculty Publications

Almost by accident, copyright has concluded that copyright law is for humans only: reading performed by computers doesn't count as infringement. Conceptually, this makes sense: copyright's ideal of romantic readership involves humans writing for other humans. But in an age when more and more manipulation of copyrighted works is carried out by automated processes, this split between human reading (infringement) and robotic reading (exempt) has odd consequences and creates its own tendencies toward a copyright system in which humans occupy a surprisingly peripheral place. This essay describes the shifts in fair use law that brought us here and reflects on …

Machine Learning And Law, Harry Surden

Publications

This Article explores the application of machine learning techniques within the practice of law. Broadly speaking “machine learning” refers to computer algorithms that have the ability to “learn” or improve in performance over time on some task. In general, machine learning algorithms are designed to detect patterns in data and then apply these patterns going forward to new data in order to automate particular tasks. Outside of law, machine learning techniques have been successfully applied to automate tasks that were once thought to necessitate human intelligence — for example language translation, fraud-detection, driving automobiles, facial recognition, and data-mining. If performing …

Ibm’S Watson Beats Humans On Jeopardy; Up Next: Searching The Prior Art?, Suba Ganesan

Intellectual Property Brief

No abstract provided.

"Do Androids Dream?": Personhood And Intelligent Artifacts, F. Patrick Hubbard

Faculty Publications

This Article proposes a test to be used in answering an important question that has never received detailed jurisprudential analysis: What happens if a human artifact like a large computer system requests that it be treated as a person rather than as property? The Article argues that this entity should be granted a legal right to personhood if it has the following capacities: (1) an ability to interact with its environment and to engage in complex thought and communication; (2) a sense of being a self with a concern for achieving its plan for its life; and (3) the ability …

Intelligent Agents: Authors, Makers, And Owners Of Computer-Generated Works In Canadian Copyright Law, Rex M. Shoyama

Canadian Journal of Law and Technology

The central objective of this article is to propose a clarification of copyright law as applied to works created by intelligent agents. In Part I, the concepts of artificial intelligence and intelligent agents are introduced. Part II identifies the challenges that are presented to the tests of originality and authorship in the application of copyright to works generated by intelligent agents. It is argued that works created by intelligent agents may meet the tests of originality and authorship. It is also argued that the con- cepts of ‘‘author’’, ‘‘owner’’, and ‘‘maker’’ are distinct from one another in Canadian copyright law. …

Infringing A Fantasy: Future Obstacles Arise For The United States Patent Office And Software Manufacturers Utilizing Artificial Intelligence, Eric J. Schaal

Jeffrey S. Moorad Sports Law Journal (1994 - )

No abstract provided.