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Clearing Opacity Through Machine Learning, W. Nicholson Price Ii, Arti K. Rai
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
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 …
Opting Into Device Regulation In The Face Of Uncertain Patentability, Rebecca S. Eisenberg
Opting Into Device Regulation In The Face Of Uncertain Patentability, Rebecca S. Eisenberg
Articles
This article examines the intersection of patent law, FDA regulation, and Medicare coverage in a particularly promising field of biomedical innovation: genetic diagnostic testing. First, I will discuss current clinical uses of genetic testing and directions for further research, with a focus on cancer, the field in which genetic testing has had the greatest impact to date. Second, I will turn to patent law and address two recent Supreme Court decisions that called into question the patentability of many of the most important advances in genetic testing. Third, I will step outside patent law to take a broader view of …
Biobanks As Innovation Infrastructure For Translational Medicine, W. Nicholson Price Ii
Biobanks As Innovation Infrastructure For Translational Medicine, W. Nicholson Price Ii
Book Chapters
Biobanks represent an opportunity for the use of big data to drive translational medicine. Precision medicine demands data to shape treatments to individual patient characteristics; large datasets can also suggest new uses for old drugs or relationships between previously unlinked conditions. But these tasks can be stymied when data are siloed in different datasets, smaller biobanks, or completely proprietary private resources. This hampers not only analysis of the data themselves, but also efforts to translate data-based insights into actionable recommendations and to transfer the discovered technology into a commercialization pipeline. Cross-project technological innovation, development, and validation are all more difficult …
The Cost Of Novelty, W. Nicholson Price Ii
The Cost Of Novelty, W. Nicholson Price Ii
Law & Economics Working Papers
Patent law tries to spur the development of new, 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 …
Expired Patents, Trade Secrets, And Stymied Competition, W. Nicholson Price Ii
Expired Patents, Trade Secrets, And Stymied Competition, W. Nicholson Price Ii
Articles
Patents and trade secrecy have long been considered substitute incentives for innovation. When inventors create a new invention, they traditionally must choose between the two. And if inventors choose to patent their invention, society provides strong legal protection in exchange for disclosure, with the understanding that the protection has a limit: it expires twenty years from the date of filing. At that time, the invention is opened to the public and exposed to competition. This story is incomplete. Patent disclosure is weak and focuses on one technical piece of an invention—but that piece is often only a part of the …
Bargaining Over The Transfer Of Proprietary Research Tools: Is This Market Failing Or Emerging?, Rebecca S. Eisenberg
Bargaining Over The Transfer Of Proprietary Research Tools: Is This Market Failing Or Emerging?, Rebecca S. Eisenberg
Book Chapters
This analysis highlights the importance of transactions between prior and subsequent innovators to permit valuable research to go forward across the boundaries of prior patent claims. In a recent article focusing on biomedical research,4 Michael Heller and I argue that too many patent rights on 'upstream' discoveries can stifle 'downstream' research and product development by increasing transaction costs and magnifying the risk of bargaining failures. Just as too few property rights leave communally held resources prone to overuse in a 'tragedy of the commons', too many property rights can leave resources prone to underuse in what Heller calls a 'tragedy …
Ownership, Commercial Development, Transfer And Use Of Publicly Funded Research Results: The United States Legal Regime, Rebecca S. Eisenberg
Ownership, Commercial Development, Transfer And Use Of Publicly Funded Research Results: The United States Legal Regime, Rebecca S. Eisenberg
Other Publications
This report summarizes key provisions of the United States. legal regime concerning ownership, dissemination and commercialization of the results of publicly funded research as background for a study on the feasibility of improving access by developing countries and economies in transition to environmentally sound technologies (ESTs) developed in other parts of the world.
Upstream Patents = Downstream Bottlenecks, Rebecca S. Eisenberg, Michael A. Heller
Upstream Patents = Downstream Bottlenecks, Rebecca S. Eisenberg, Michael A. Heller
Articles
Thirty years ago in Science, Garrett Hardin introduced the metaphor "tragedy of the commons" to help explain overpopulation, air pollution, and species extinction. People often overuse resources they own in common because they have no incentive to conserve. Today, Hardin's metaphor is central to debates in economics, law, and science and powerful justification for privatizing commons property. While the metaphor highlights the cost of overuse when governments allow too many people to use a scarce resource, it misses the possibility of underuse when governments give too many people rights to exclude others. Privatization can solve one tragedy, but cause another.