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Clearing Opacity Through Machine Learning, W. Nicholson Price Ii, Arti K. Rai Jan 2021

Clearing Opacity Through Machine Learning, W. Nicholson Price Ii, Arti K. Rai

Articles

Artificial intelligence and machine learning represent powerful tools in many fields, ranging from criminal justice to human biology to climate change. Part of the power of these tools arises from their ability to make predictions and glean useful information about complex real-world systems without the need to understand the workings of those systems.


The Cost Of Novelty, Will Nicholson Price Ii Mar 2020

The Cost Of Novelty, Will Nicholson Price Ii

Articles

Patent law tries to spur the development of new and better innova­tive technology. But it focuses much more on “new” than “better”—and it turns out that “new” carries real social costs. I argue that patent law promotes innovation that diverges from existing technology, either a little (what I call “differentiating innovation”) or a lot (“exploring innova­tion”), at the expense of innovation that tells us more about existing technology (“deepening innovation”). Patent law’s focus on newness is unsurprising, and fits within a well-told narrative of innovative diversity accompanied by market selection of the best technologies. Unfortunately, innovative diversity brings not only …


Fetishizing Copies, Jessica Litman Jan 2017

Fetishizing Copies, Jessica Litman

Book Chapters

Our copyright laws encourage authors to create new works and communicate them to the public, because we hope that people will read the books, listen to the music, see the art, watch the films, run the software, and build and inhabit the buildings. That is the way that copyright promotes the Progress of Science. Recently, that not-very-controversial principle has collided with copyright owners’ conviction that they should be able to control, or at least collect royalties from, all uses of their works. A particularly ill-considered manifestation of this conviction is what I have decided to call copy-fetish. This is the …


Silent Similarity, Jessica D. Litman Apr 2015

Silent Similarity, Jessica D. Litman

Articles

From 1909 to 1930, U.S. courts grappled with claims by authors of prose works claiming that works in a new art form—silent movies—had infringed their copyrights. These cases laid the groundwork for much of modern copyright law, from their broad expansion of the reproduction right, to their puzzled grappling with the question how to compare works in dissimilar media, to their confusion over what sort of evidence should be relevant to show copyrightability, copying and infringement. Some of those cases—in particular, Nichols v. Universal Pictures—are canonical today. They are not, however, well-understood. In particular, the problem at the heart of …


Campbell At 21/Sony At 31, Jessica D. Litman Jan 2015

Campbell At 21/Sony At 31, Jessica D. Litman

Articles

When copyright lawyers gather to discuss fair use, the most common refrain is its alarming expansion. Their distress about fair use’s enlarged footprint seems completely untethered from any appreciation of the remarkable increase in exclusive copyright rights. In the nearly forty years since Congress enacted the 1976 copyright act, the rights of copyright owners have expanded markedly. Copyright owners’ demands for further expansion continue unabated. Meanwhile, they raise strident objections to proposals to add new privileges and exceptions to the statute to shelter non-infringing uses that might be implicated by their expanded rights. Copyright owners have used the resulting uncertainty …


Predictability And Nonobviousness In Patent Law After Ksr, Christopher A. Cotropia Jan 2014

Predictability And Nonobviousness In Patent Law After Ksr, Christopher A. Cotropia

Michigan Telecommunications & Technology Law Review

In KSR International Co. v. Teleflex, Inc., the Supreme Court addressed the doctrine of nonobviousness, the ultimate question of patentability, for the first time in thirty years. In mandating a flexible approach to deciding nonobviousness, the KSR opinion introduced two predictability standards for determining nonobviousness. The Court described predictability of use (hereinafter termed “Type I predictability”)— whether the inventor used the prior art in a predictable manner to create the invention—and predictability of the result (hereinafter termed “Type II predictability”)—whether the invention produced a predictable result—both as a means for proving obviousness. Although Type I predictability is easily explained as …


Holding Up And Holding Out, Colleen V. Chien Jan 2014

Holding Up And Holding Out, Colleen V. Chien

Michigan Telecommunications & Technology Law Review

Patent “hold-up” and patent “hold-out” present important, alternative theories for what ails the patent system. Patent “hold-up” occurs when a patent owner sues a company when it is most vulnerable—after it has implemented a technology—and is able wrest a settlement because it is too late for the company to change course. Patent “hold-out” is the practice of companies routinely ignoring patents and resisting patent owner demands because the odds of getting caught are small. Hold-up has arguably predicted the current patent crises, and the ex ante assertion of technology patents whether in the smartphone war, standards, or patent “troll” context. …


District Courts Versus The Usitc: Considering Exclusionary Relief For F/Rand-Encumbered Standard-Essential Patents, Helen H. Ji Jan 2014

District Courts Versus The Usitc: Considering Exclusionary Relief For F/Rand-Encumbered Standard-Essential Patents, Helen H. Ji

Michigan Telecommunications & Technology Law Review

Technological standards allow manufacturers and consumers to rely upon these agreed-upon basic systems to facilitate sales and further invention. However, where these standards involved patented technology, the process of standard-setting raises many concerns at the intersection of antitrust and patent law. As patent holders advocate for their patents to become part of technological standards, how should courts police this activity to prevent patent holdup and other anti-competitive practices? This Note explores the differing approaches to remedies employed by the United States International Trade Commission and the United States District Courts where standard-essential patents are infringed. This Note further proposes that …


Interpreting Biological Similarity: Ongoing Challenges For Diverse Decision Makers, Sarah M. Cork Jan 2013

Interpreting Biological Similarity: Ongoing Challenges For Diverse Decision Makers, Sarah M. Cork

Michigan Telecommunications & Technology Law Review

Similarity is an elusive and complicated concept facing comparisons of biological molecules, as even minute changes to a molecule's structure can dramatically affect its function in the body. Yet the flood of biologic drugs on the market will increasingly force these similarity comparisons. These concerns are particularly relevant to two groups of drugs: families of biologic drugs that closely resemble each other in structure and function, here termed "similar-impact biologics," and the biosimilars, which are intended to closely approximate generic forms of biologic drugs. In bringing biologic drugs to the market, manufacturers are likely to face dual obstacles: FDA approval …


Geographically Restricted Streaming Content And Evasion Of Geolocation: The Applicability Of The Copyright Anticircumvention Rules, Jerusha Burnett Jan 2013

Geographically Restricted Streaming Content And Evasion Of Geolocation: The Applicability Of The Copyright Anticircumvention Rules, Jerusha Burnett

Michigan Telecommunications & Technology Law Review

A number of methods currently exist or are being developed to determine where Internet users are located geographically when they access a particular webpage. Yet regardless of the precautions taken by website operators to limit the locations from which they allow access, it is likely that users will find ways to gain access to restricted content. Should the evasion of geolocation constitute circumvention of access controls so that § 1201 of the Digital Millennium Copyright Act ("DMCA") applies? Because location data can properly be considered personally identifiable information ("PII"), this Note argues that § 1201 should not apply absent a …


Fracking Patents: The Emergence Of Patents As Information-Containment Tools In Shale Drilling, Daniel R. Cahoy, Joel Gehman, Zhen Lei Jan 2013

Fracking Patents: The Emergence Of Patents As Information-Containment Tools In Shale Drilling, Daniel R. Cahoy, Joel Gehman, Zhen Lei

Michigan Telecommunications & Technology Law Review

The advantages of new sources of energy must be weighed against environmental, health, and safety concerns related to new production technology. The rapid development of unconventional oil and gas fields, such as the Barnett and Marcellus Shales, provide an excellent context for these contrasting goals. Information about extraction hazards is an extremely important issue. In general, patents are viewed as a positive force in this regard, providing a vehicle for disseminating information in exchange for a limited property right over an invention. However, by limiting the evaluation of an invention by third parties, patents might also be used to control …


Panel Iii: Politics And The Public In Ip & Info Law Policy Making, Michael J. Burstein, Derek Khanna, Jessica D. Litman, Sherwin Siy, Richard S. Whitt Jan 2013

Panel Iii: Politics And The Public In Ip & Info Law Policy Making, Michael J. Burstein, Derek Khanna, Jessica D. Litman, Sherwin Siy, Richard S. Whitt

Other Publications

We have been moving gradually from the theoretical to the practical. Having examined the impact of critical legal studies ("CLS") in the academy and having discussed the intersection between scholarship and activism, we now turn to the nitty-gritty questions of how to actually enact change in intellectual property and information law and policy.


Student Intellectual Property Issues On The Entrepreneurial Campus, Bryce C. Pilz Jan 2012

Student Intellectual Property Issues On The Entrepreneurial Campus, Bryce C. Pilz

Michigan Business & Entrepreneurial Law Review

This article examines issues that are more frequently arising for universities concerning intellectual property in student inventions. It seeks to identify the issue, explain the underlying law, identify actual and proposed solutions to these issues, and explain the legal ramifications of these potential solutions.


Media-Rich Input Application Liability, David R. Krohn, Pekarek Jan 2010

Media-Rich Input Application Liability, David R. Krohn, Pekarek

Michigan Telecommunications & Technology Law Review

Until recently, media-rich online interactions were mostly unidirectional: multimedia content was delivered by the service provider to the user. Input from the user came almost exclusively in the form of text. Even when searching the Internet for images or audio, a user typically entered text into a search engine. In addition, search engines indexed multimedia content by analyzing not the content itself but the text surrounding it. This is rapidly changing. With the rise of multimedia-capable smartphones and wireless broadband, applications that allow users to search using non-textual inputs are quickly becoming popular. These applications go much further than simply …


Not So Technical: An Analysis Of Federal Circuit Patent Decisions Appealed From The Itc, Holly Lance Jan 2010

Not So Technical: An Analysis Of Federal Circuit Patent Decisions Appealed From The Itc, Holly Lance

Michigan Telecommunications & Technology Law Review

A widespread perception among the patent law community is that the patent system would be more effective if judges with technical backgrounds and patent law experience decided patent disputes. Proponents believe that if judges all had similar baseline knowledge of technological analysis, there would be more consistency in decision-making, leading to more predictability for parties. Some district courts have unofficially become semi-specialized in patent law disputes, and Congress is debating whether to institute a more formalized Patent Pilot Program in which district court judges specialize in patent law cases. This Note joins the debate and examines patent law cases at …


Patenting By Entrepreneurs: An Empirical Study, Ted Sichelman, Stuart J.H. Graham Jan 2010

Patenting By Entrepreneurs: An Empirical Study, Ted Sichelman, Stuart J.H. Graham

Michigan Telecommunications & Technology Law Review

[T]he Ewing Marion Kauffman Foundation--an organization that studies and promotes entrepreneurship in the United States--funded an effort at the University of California, Berkeley School of Law, to undertake the first comprehensive survey of the relationship between patenting and entrepreneurship in the United States. The authors, along with other investigators, administered the survey in 2008 to approximately 15,000 startup and early-stage companies in the biotechnology, medical device, information technology (IT) hardware, and software and Internet sectors. A portion of the survey examined why entrepreneurs, startups, and early-stage companies do (and do not) seek patents. This Article reports and analyzes results from …


The Copyright Principles Project: Directions For Reform, Jessica D. Litman, Pamela Samuelson, The Copyright Principles Project Jan 2010

The Copyright Principles Project: Directions For Reform, Jessica D. Litman, Pamela Samuelson, The Copyright Principles Project

Articles

Copyright law performs a number of important functions. It facilitates public access to knowledge and a wide range of uses of creative works of authorship, and, in so doing, it helps educate our populace, enrich our culture, and promote free speech, free expression, and democratic values. It provides opportunities for rights holders to recoup investments in creating and disseminating their works and to enjoy the fruits of whatever success arises from the public's uses of their works. In the process, copyright also plays a role in regulating new technologies and services through which creative works may be accessed. A well-functioning …


Billowing White Goo, Jessica D. Litman Jan 2008

Billowing White Goo, Jessica D. Litman

Articles

The title of this symposium is the question: "Fair Use: "Incredibly Shrinking" or Extraordinarily Expanding?" I'd argue that the answer to the question is "no." Fair use isn't doing either. The size of the fair use footprint has stayed remarkably constant over the past 30 or even 50 years. What has expanded, extraordinarily, is the size of rights granted by the copyright law. It may seem as if fair use is either expanding or shrinking, because the greater reach of copyright has made a bunch of uses potentially fair that weren't even potentially infringing 50 years ago. In order to …


Patents And Diversity In Innovation, Brian Kahin Jan 2007

Patents And Diversity In Innovation, Brian Kahin

Michigan Telecommunications & Technology Law Review

Over the past quarter-century, the patent system has expanded in scope and significance, claiming a central position in a U.S. economy increasingly based on knowledge and intangible assets. This historic expansion has come at the cost of controversy and, within the past five years, growing public scrutiny from outside the system--from the press, business, Congress, and finally the Supreme Court. However, proposed reforms are marked by deepening divisions between sectors of the economy. The information technology (IT) and services industries favor strong reforms while pharmaceutical and biotech industries, as well as the patent bar, favor modest, incremental reforms. This yawning …


The Myth Of Inherent And Inevitable Industry Differences: Diversity As Artifact In The Quest For Patent Reforms, Robert A. Armitage Jan 2007

The Myth Of Inherent And Inevitable Industry Differences: Diversity As Artifact In The Quest For Patent Reforms, Robert A. Armitage

Michigan Telecommunications & Technology Law Review

The University of Michigan Law School hosted a two-day conference entitled "Patents and Diversity in Innovation." The morning of the first day featured a panel devoted to "industry differences." This panel took up the task of dealing with the following questions: How has diversification of innovation and the expansion of patentable subject matter affected patent practice? How do markets for technology vary from sector to sector? And how do they reflect or influence patent practice? To what extent are business practices and competitive markets shaped by the nature of the technology, product, or service?[...] A conference titled "Patents and Diversity" …


A Method For Reforming The Patent System, Peter S. Menell Jan 2007

A Method For Reforming The Patent System, Peter S. Menell

Michigan Telecommunications & Technology Law Review

The principal recent studies of patent reform (NAS (2004), FTC (2003), Jaffe and Lerner (2004)) contend that a uniform system of patent protection must (or should) be available for "anything under the sun made by man" based upon one or more of the following premises: (1) the Patent Act requires this breadth and uniformity of treatment; (2) "discriminating" against any particular field of "technology" would be undesirable; (3) discrimination among technologies would present insurmountable boundary problems and could easily be circumvented through clever patent drafting; and (4) interest group politics stand in the way of excluding any subject matter classes …


What Is Hiding In The Bushes - Ebay's Effect On Holdout Behavior In Patent Thickets, Gavin D. George Jan 2007

What Is Hiding In The Bushes - Ebay's Effect On Holdout Behavior In Patent Thickets, Gavin D. George

Michigan Telecommunications & Technology Law Review

Importantly, at least a few relevant patent holders are inevitably left out of an industry organization's collection of patents. These left-out patent holders, known as "holdouts," can undermine the collective arrangement with demand letters and infringement suits.[...] The first part of this Note explains why holdouts exist in the first place, given the benefits of joining an organization of collected patents. In the second part of this Note, I explore the lack of legal protections against holdout demands offered by pre-eBay patent law. The third part of this Note introduces the eBay decision as revolutionary addition to list of legal …


Compulsory Patent Licensing: Is It A Viable Solution In The United States, Carol M. Nielsen, Michael R. Samardzija Jan 2007

Compulsory Patent Licensing: Is It A Viable Solution In The United States, Carol M. Nielsen, Michael R. Samardzija

Michigan Telecommunications & Technology Law Review

As technology continues to advance at a rapid pace, so do the number of patents that cover every aspect of making, using, and selling these innovations. In 1996, to compound the rapid change of technology, the U.S. Supreme Court affirmed that business methods are also patentable. Hence in the current environment, scores of patents, assigned to many different parties, may cover a single electronic device or software--making it increasingly impossible to manufacture an electronic device without receiving a cease and desist letter or other notice from a patentee demanding a large royalty or threatening an injunction. Companies, particularly those in …


The Intent Element Of Inducement To Infringe Under Patent Law: Reflections On Grokster, Lynda J. Oswald Oct 2006

The Intent Element Of Inducement To Infringe Under Patent Law: Reflections On Grokster, Lynda J. Oswald

Michigan Telecommunications & Technology Law Review

In June, 2005, the United States Supreme Court set forth an "inducement" rule in MGM Studios, Inc. v. Grokster, Ltd. that imposes secondary liability on "one who distributes a device with the object of promoting its use to infringe copyright, as shown by clear expression or other affirmative steps taken to foster infringement." The Court emphasized the limitations of the liability standard it was setting forth, stating that the target was only "purposeful, culpable expression and conduct, and thus does nothing to compromise legitimate commerce or discourage innovation having a lawful promise." Yet, the liability standard set forth in Grokster …


The Temporal Dynamics Of Capable Of Substantial Noninfringing Uses, R. Anthony Reese Oct 2006

The Temporal Dynamics Of Capable Of Substantial Noninfringing Uses, R. Anthony Reese

Michigan Telecommunications & Technology Law Review

The copyright issues raised by "dual-use" technologies--equipment that can be used both in ways that infringe copyright and in ways that do not--first gained prominence in connection with the litigation over videocassette recorders that culminated in the Supreme Court's decision in Sony in 1984. Copyright owners had asserted that Sony's manufacture and distribution of VCRs rendered it liable for copyright infringement committed by customers using their Sony VCRs. The Supreme Court in Sony concluded that copyright law did not impose such secondary liability where the device in question was capable of substantial noninfringing uses (and that the VCR was such …


21st Century Copyright Law In The Digital Domain Symposium Transcript, Symposium Panelists Oct 2006

21st Century Copyright Law In The Digital Domain Symposium Transcript, Symposium Panelists

Michigan Telecommunications & Technology Law Review

21st Century Copyright Law in the Digital Domain Symposium held at Universtiy of Michigan Law School Friday, March 24, 2006


War And Peace: The 34th Annual Donald C. Brace Lecture, Jessica D. Litman Jan 2006

War And Peace: The 34th Annual Donald C. Brace Lecture, Jessica D. Litman

Other Publications

I'd like to thank the Copyright Society and the Brace committee for inviting me to speak to you this evening. I am honored that you invited me to give this lecture. I want to talk a little bit about war - copyright war - and then I want to talk a little bit about peace. It's become conventional that we're in the middle of a copyright war.' I tried to track down who started calling it that, and what I can tell you is that about ten years ago, about the time that copyright lawyers everywhere were arguing about the …


Not All Bad: An Historical Perspective On Software Patents, Martin Campbell-Kelly Apr 2005

Not All Bad: An Historical Perspective On Software Patents, Martin Campbell-Kelly

Michigan Telecommunications & Technology Law Review

This Paper places the current debates about software patents in the historical context of patenting in the information technology industries. The first computer-program products were sold in the mid 1960s when software patents were not generally allowed; as a result, trade secrecy became endemic to the software industry. Software products were also protected by copyright, but in practice this offered little protection against most forms of appropriation by reverse engineering or cloning. By the early 1980s a series of landmark cases led to the acceptance of software patents. It is argued that this development was consistent with the patenting of …


Fair's Fair: An Argument For Mandatory Disclosure Of Technological Protection Measures, Robert C. Denicola Oct 2004

Fair's Fair: An Argument For Mandatory Disclosure Of Technological Protection Measures, Robert C. Denicola

Michigan Telecommunications & Technology Law Review

Section 1201(a)(1) of the Copyright Act prohibits the act of "circumvent[ing] a technological measure that effectively controls access to a work," including, for example, by-passing password protection or encryption intended to restrict access to paying customers. Section 1201(a)(2) prohibits the manufacture or sale of "any technology, product, service, device, component, or part thereof" primarily designed for the purpose of circumventing access controls on copyrighted works. Additionally, § 1202(b) prohibits the manufacture or sale of products, devices or services primarily designed to circumvent "a technological measure that effectively protects a right of a copyright owner"--for example, a technological measure intended to …


Better, Faster, Cheaper - Later: What Happens When Technologies Are Suppressed, Kurt M. Saunders, Linda Levine Oct 2004

Better, Faster, Cheaper - Later: What Happens When Technologies Are Suppressed, Kurt M. Saunders, Linda Levine

Michigan Telecommunications & Technology Law Review

Some inventions never see the light of day. Others enter the spotlight after long delays and the factors that slowed the arrival of that innovation are ignored. Technology suppression is a real occurrence involving well known and widely used products. In this Article, we examine the topic of technology suppression, seeking to reveal the tactics of suppression and the patterns and conditions under which it occurs. Current examples of US technologies are used to highlight the significance of this phenomenon. We consider related factors, including market and innovation forces, and we identify suppressive tactics, using illustrative cases where patent nonuse …