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Coding Creativity

Copyright and the Artificially Intelligent Author

By Annemarie Bridy

For more than a quarter century, interest among copyright scholars in the question of AI authorship has waxed and waned as the popular conversation about AI has oscillated between exaggerated predictions for its future and premature pronouncements of its death. For policymakers, the issue has sat on the horizon, always within view but never actually pressing. To recognize this fact, however, is not to say that we can or should ignore the challenge that AI authorship presents to copyright law’s underlying assumptions about creativity. On the contrary, the relatively slow development of AI offers a reprieve from the reactive, crisis-driven model of policymaking that has dominated copyright law in the digital era.

By engaging and extending insights from two relatively discrete lines of existing scholarship—the postmodern critique of romantic authorship and the more pragmatic literature on copyright in works produced with the aid of computers—this Article seeks to answer the vexing copyright questions that attend the artificially intelligent production of cultural works. It does so by developing the argument that all creativity is inherently algorithmic and that works produced autonomously by computers are therefore less heterogeneous to both their human counterparts and existing copyright doctrine than appearances may at first suggest.

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March 29, 2012 Cite: 2012 Stan. Tech. L. Rev. 5


A Neurological Foundation for Freedom

By Nita Farahany

Few people have read or watched the film adaptation of The Diving Bell and the Butterfly without proclaiming it a triumph of human will. Jean-Dominique Bauby authored the original memoir after suffering a major stroke that left him paralyzed from head to toe with minor exception, but with his mental capacities intact. He did so through a novel form of dictation. Slowly and repeatedly a transcriber recited a French language frequency-ordered alphabet, to which Bauby communicated his story through the blinks of his one working eye. When the transcriber reached the letter of the word Bauby wished transcribed, Bauby blinked once. He signaled the end of a word with two eye blinks, and used rapid eye blinks to communicate that the transcriber had guessed a letter or word ending incorrectly. Letter by letter, blink by blink, Bauby conveyed his thoughts to the transcriber. 200,000 blinks later, the story was done. His memoir provides in gripping detail the separability of one’s intention to act and their ability to effectuate their intended actions. That Bauby could convey his thoughts through such extraordinary means is at once remarkable and tragic that anyone should suffer such a fate. Through the use of his one working eye, Bauby overcame, at least in a limited way, constraints on his freedom to act—choosing to act, effectuating action, and identifying with the action achieved. Continued…

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February 14, 2012 Cite: 2012 Stan. Tech. L. Rev. 4


Patent Litigation and the Internet

By John R. Allison, Emerson H. Tiller, Samatha Zyontz, Tristan Bligh

Patent infringement litigation has not only increased dramatically in frequency over the past few decades, but also has also seen striking growth in both stakes and cost. Although a relatively rich literature has added much to our understanding of the nature, causes, and consequences of patent litigation during the past two decades, many interesting questions remain inadequately addressed. The nuances of and trends in patent litigation in different technology fields and industries, for example, are still understudied. Litigation of patents on new technologies has likewise received a dearth of attention. Here we seek to help begin filling these gaps by empirically analyzing the phenomenon in a very particular context: the litigation of Internet patents. In particular, we study litigation of patents on Internet business processes issued during the first few years in which such patents were granted, and determine whether it differs in meaningful ways from litigation of patents in other fields. Continued…

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February 14, 2012 Cite: 2012 Stan. Tech. L. Rev. 3


2012 STLR Symposium & 15th Anniversary Celebration

By Brendan Cohen

Friday, February 10, 2012 (10:30 am – 4:45 pm), Stanford Law School

This year’s Symposium is co-sponsored by Stanford’s Center for Internet and Society and will examine First Amendment challenges in the Digital Age. The first panel will explore European and American views of a right to be forgotten and how to balance privacy with free expression. The second panel consists of a discussion of First Amendment architecture, protection of speech spaces, and net neutrality. The third panel will examine Protect-IP and SOPA from a First Amendment perspective.

The Symposium will culminate with STLR’s 15th Anniversary Reception in the Neukom Building Faculty Lounge from 5:00 pm – 6:00 pm, co-sponsored by the Palo Alto offices of Morrison Foerster and Baker & McKenzie.

There has been overwhelming interest in this year’s Symposium and we have reached our capacity. Registration is now closed. The full schedule is available here.

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January 22, 2012


The Role of Consumers in Deterring Settlement Agreements Based on Invalid Patents

The Case of Non-Practicing Entities

By Stijepko Tokic

According to an often-cited study on the number of invalidated patents, nearly half of litigated patents were held invalid. Moreover, a new study published in March of 2011 has found that even the “most-litigated” patents, defined as patents that have been litigated eight or more times, fare very poorly in patent litigation. Perhaps not surprisingly, nearly 70% of merit-based losses in the most-litigated patent cases are due to findings of invalidity of the repeat plaintiffs’ patents. This data is particularly interesting in light of the current debate about non-practicing entities (NPEs) that simply hold patents they do not practice, because almost two-thirds of these most-litigated patents are owned by NPEs. Given that NPEs, even those that own heavily litigated patents, very rarely prevail in trial on the merits, but almost nine out of ten lawsuits involving NPEs end up in settlement, one must question whether a number of these settlements might be based on invalid patents. Continued…

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January 9, 2012 Cite: 2012 Stan. Tech. L. Rev. 2


The Giants Among Us

By Tom Ewing & Robin Feldman

The patent world is quietly undergoing a change of seismic proportions. In a few short years, a handful of entities have amassed vast treasuries of patents on an unprecedented scale. To give some sense of the magnitude of this change, our research shows that in a little more than five years, the most massive of these has accumulated 30,000-60,000 patents worldwide, which would make it the 5th largest patent portfolio of any domestic US company and the 15th largest of any company in the world. Continued…

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January 9, 2012 Cite: 2012 Stan. Tech. L. Rev. 1


The 10 Year Anniversary of the FTC’s Data Security Program

Has the Commission Finally Gotten Too Big for Its Breaches?

By David Alan Zetoony

An online company provides products to individuals and small businesses. Like most online companies, it collects various types of information from its customers such as email addresses for notifications, mailing addresses for product shipment, and credit and debit card numbers for payment. Continued…

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December 27, 2011 Cite: 2011 Stan. Tech. L. Rev. 12


Probabilistic Knowledge of Third-Party Trademark Infringement

By Mark P. McKenna

This essay views secondary trademark liability in light of tort law’s treatment of parties whose actions expose a plaintiff to third-party wrongdoing.  Broadly speaking, tort law imposes liability on a party for contributing to the tortious activity of another in two different ways. In vicarious and accomplice liability cases, courts impose on defendants the same liability to which the direct tortfeasors would have been subject, had they been defendants. If, for example, the third-party wrongdoer was a batterer, then the defendant is liable for battery. Another line of cases imposes liability for unreasonably putting a defendant at risk of third-party wrongdoing, and these cases are often based on knowledge of probabilistic harm. But crucially, these are negligence cases: even if the third-party wrongdoer is a batterer, the defendant’s liability in these cases is for negligence and not for battery. Continued…

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October 16, 2011 Cite: 2011 Stan. Tech. L. Rev. 10


Why the Reasonable Anticipation Standard Is the Reasonable Way to Assess Contributory Trademark Liability in the Online Marketplace

By David H. Bernstein & Michael R. Potenza

Trafficking in counterfeit and trademark-infringing goods is a widespread and serious problem, particularly in online marketplaces that provide a forum where third parties, with relative anonymity and at limited cost, can ply their trade.  Fortunately, the law has long provided a fair, balanced standard for determining when a party can be held liable for contributing to the infringing actions of another.  In Inwood Laboratories, Inc. v. Ives Laboratories, Inc., the Supreme Court held that a party can be contributorily liable if it induced the infringement or continued to support conduct that it knew or had reason to know was infringing. Continued…

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September 23, 2011 Cite: 2011 Stan. Tech. L. Rev. 9


The Relationship Between the ISP Safe Harbors and Liability for Inducement

By R. Anthony Reese

The extent to which online service providers can be held liable for copyright infringement committed by users of their services is one of the more complicated and contentious copyright issues of our day. Courts have struggled with how to apply common-law doctrines of secondary liability to online activity. Congress has enacted limitations on the liability of service providers, but conditioned those limitations on a fairly complicated set of conditions. And technology continues to evolve and to raise new questions. This Essay examines one relatively new issue concerning the interaction between Congressional and judicial developments: how do the statutory liability limitations apply to the developing cause of action for inducing copyright infringement? Part I briefly introduces both the statutory regime and inducement liability, and then examines one court’s suggestion that the statute’s limits simply do not apply to claims for inducement. Part II argues that it is too early in the evolution of the law of inducement to categorically deny the possibility that the statute might limit liability for at least some claims of inducement.

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September 19, 2011 Cite: 2011 Stan. Tech. L. Rev. 8