Category Archives: Law and Policy

Implied Licenses in Copyright Law

Posted May 27, 2020

Authors Alliance is grateful to Jacqui Lipton for this guest post on implied licenses. Her new book, Law and Authors: A Legal Handbook for Writers, is an approachable, reader-friendly resource to help authors navigate the legal landscape of the contemporary publishing industry. Through case studies and hypothetical examples, Law and Authors addresses issues of copyright law, including explanations of fair use and the public domain; trademark and branding concerns for those embarking on a publishing career; laws that impact the ways that authors might use social media and marketing promotions; and privacy and defamation questions that writers may face. Get your copy today from the University of California Press (use discount code 17M6662 for 30% off).

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Authors deal with copyright issues all the time, both in relation to their own, and other people’s, work: for example, if an author wants to use someone else’s photography or graphic to illustrate a point made in a book, or use a line of a poem or song as a chapter epigraph. Usually, a publisher will ask the author to obtain permission for these uses. In the absence of permission, or in the absence of a traditional publisher seeking permission (e.g., in the self-publishing context), the go-to defense for unauthorized use, if a problem arises, is typically fair use.

This blog post is about another defense to copyright infringement that can arise where an author thinks she has permission to use copyrighted material in the absence of a clear contract, based on surrounding facts. Enter the implied license doctrine. While it can be difficult to succeed with this defense, it’s worth knowing about.

Implied licenses in the copyright context are an outgrowth of basic contract law principles where agreements are sometimes implied between two or more people in circumstances where a judge or jury believes that those people would have made a contract if they’d turned their minds to it. The typical example given in law school classrooms involves lawn mowing: Assume you mow your neighbor’s lawn every Sunday for three weeks, and she gives you $20 each time. Then you mow her lawn the next week and she refuses to pay. Do you have a contract? A contract would probably be implied here based on the way you both acted. Your neighbor would likely have to pay you the $20 for the fourth week.

Copyright law has adopted a similar approach in terms of licenses to use a copyright work if it seems like the parties would have created a license under the circumstances. An implied license, if it exists, must, by definition, be non-exclusive because U.S. copyright law requires exclusive licenses to be in writing.

Courts have differed in the tests they use for implying a copyright license. Some courts use a three-step test that largely developed out of situations where the parties had an express agreement in place, but deviated from its terms in practice: for example, where a contract requires invoices to be generated and payments to be made prior to engaging in a licensed use, but the parties have engaged in a course of dealing that allows invoices and payments to post-date uses (e.g., publication) of licensed works.

In these kinds of cases, many courts have asked whether the copyright holder: (1) creates a work at another person’s request; (2) delivers the work to the other person; and, (3) intends the other person to copy and distribute the work. If the answer to all of these questions is “yes”, a license will likely be implied.

For example, in Latimer v Roaring Toyz, 601 F.3d 1224 (2010) a freelance photographer (Latimer) was hired by Kawasaki to photograph some tricked-out Kawasaki motorbikes for promotional materials connected to a bike show. The pictures were later used for promotions in Cycle World magazine articles and on Roaring Toyz’s website. Kawasaki and Roaring Toyz argued that there was an implied license to use the photos in all of these contexts. The court held that there was an implied license for Roaring Toyz to use the photographs for the bike show, but not for any other purposes. (The license had to be implied here because the original contract was with Kawasaki, not Roaring Toyz.)

Applying the three-step test, the court noted that: (1) Latimer took the photos at Kawasaki’s request; and, (2) he delivered the photographs to Kawasaki and Roaring Toyz; (3) for use at the show. This was enough evidence to support an implied license to use the photos at the show. However, the license didn’t cover the additional uses on Roaring Toyz’s websites or in the Cycle World magazine.

Not all courts rely on the three-step test for implied licenses. Some take a much more wholistic view of whether an implied license has been established. In Pelaez v McGraw Hill, 399 F. Supp. 3d 120 (2019), another case involving arguments about unauthorized uses of photography, the court noted that the correct legal test for an implied license is whether the parties conduct, taken as a whole, supports the intent to grant a license. This approach, taken in many cases, is more like the standard common law approach to implying any kind of contractual obligation to unclear facts.

In Pelaez, Judge Wood emphasized the fact that a license cannot be imposed on the basis of the unilateral expectations of one party. It is not enough for a person to subjectively believe there was a license; there must be actual facts from which the court could infer that both parties intended a license, or would have intended a license if they had turned their minds to it. If an author or other creative artist makes it clear, say, on their website that they do not consent to unauthorized use of their material (e.g., many authors say they “do not allow fanfiction”), it’s unlikely a court would imply a license in relation to the relevant works.

Because of the challenges in constructing implied licenses out of often ambiguous facts, if you want to re-purpose someone else’s work in your own manuscript, it’s a better idea to either obtain permission or to see if you raise a good fair use argument. More information on fair use is available here.

Of course, a court can always “get it wrong” when working by implication, which is why it’s always better to specifically say clearly what uses are, and are not, allowed, under a written contract. Even if you post your work online, express license terms are easier to create than ever before. Creative Commons licenses enable authors and others to release work online with clear license terms attached. Stock photography websites, for example, do a very good job of clearly setting out the licensing terms for images released via their services. Terms can include both money and attribution, as well as restrictions on future commercial uses. Further information on Creative Commons licenses is available here.

Headshot of Jacqui Lipton

Jacqui Lipton is the founder of Raven Quill Literary Agency as well as a consultant on business and legal issues for creative artists. She also teaches law and legal writing at the University of Pittsburgh, as well as several online venues. She writes regular columns on legal and business issues for authors for SCBWI, Luna Station Quarterly, Catapult, and Savvy Authors. Her book Law and Authors: A Legal Handbook for Writers is available from University of California Press.

Authors Alliance Voices Support for Public Access to Federally Funded Research

Posted May 11, 2020

Authors Alliance submitted a comment to the Office of Science and Technology Policy urging the adoption of a federal policy that would make the results of all federally funded research immediately available for the public to freely access and use. Removing price and permission barriers is consistent with most scientific authors’ wishes; supports learning, teaching, research, and practice; and creates a more hospitable environment for scientific advancement.

Our comment recommends:

  • That the results of all federally funded research be made immediately available, with a zero-embargo policy. The current 12-month embargo period allows for an unnecessary delay that hinders the progress of knowledge.
  • That scholarly publications resulting from federally funded research be made publicly available under a Creative Commons Attribution (CC-BY) license. Licensing scholarly publications under a CC-BY license removes permission barriers that could otherwise prevent other researchers and the general public from fully accessing, sharing, and reusing scholarly publications.
  • That data resulting from federally funded research be made available and dedicated to the public domain using a CC0 license. When data are readily available in the public domain, other researchers and the general public are able to validate, replicate, and build on previous research.

Read the full text of the comment here.

Authors Alliance is grateful to student attorney Kennedy Smith and Professor Blake Reid of the Samuelson-Glushko Technology Law & Policy Clinic (TLPC) at Colorado Law for their assistance drafting this comment.

Federal Court of Appeal Deals Access Copyright Huge Blow as it Overturns York University Copyright Decision

Posted May 4, 2020

We thank Professor Michael Geist for sharing this analysis of the York University v. Access Copyright decision, cross-posted from his website where it was made available under a CC BY 2.5 CA license.

York University Station by wyliepoon https://flic.kr/p/HGWRpp (CC BY-NC-ND 2.0)

The Federal Court of Appeal delivered its long-awaited decision the York University v. Access Copyright case yesterday, setting aside the lower court ruling that I had described as “a complete victory” for Access Copyright. The latest ruling will not leave York University and the education community completely happy given the court’s fair dealing analysis, but winning on the mandatory tariff issue removes both the threat of mandated payments to Access Copyright as well as the possibility of a copyright infringement lawsuit by the copyright collective. That represents an enormous win both for York and for a fair approach to copyright licensing that ensures users have licensing choice.

Access Copyright quickly claimed the decision was a “mixed outcome”, but losing on the mandatory tariff issue eliminates its ability to force the education community to enter into its licence. The copyright collective has spent much of the past decade lobbying the Canadian government to reverse the 2012 copyright reforms that added the education purpose to fair dealing. That approach was rejected by the Government’s copyright review, which opened the door to a further expansion with a “flexible fair dealing” model. But the real story of education and copyright in Canada for the past twenty years has been the string of appellate decisions that have largely unravelled the legal underpinnings of the Access Copyright model. The Supreme Court’s CCH decision brought user rights and an emphasis on fair dealing. The Access Copyright v. Alberta decision ended the claim that there was a meaningful distinction between student copying and teachers’ copying for students. This latest decision addresses the mandatory tariff issue, confirming that educational institutions can opt-out of the Access Copyright licence as appropriate and that any claims of infringement will be left to copyright owners to address, not Access Copyright.

To be clear, the decision does not mean that there is no compensation for authors and publishers nor that their copyrights are unenforceable. Copyright law still grants them exclusive rights over their works subject to users’ rights such as fair dealing. This right includes the ability to pursue infringement claims backed by statutory damages. Rather, users have choice in how they obtain the necessary rights for the works they use. Access Copyright has long claimed there was effectively no choice as its approach was mandatory once copying was captured by the licence. This decision canvasses decades of legislative history to conclusively demonstrate that this was never the case. Instead, the Access Copyright licence – even once certified by the Copyright Board – is an option available to users. However, educational users today have a wide range of alternative options including site licensing, open access materials, transactional licences, and fair dealing. Many institutions now use a combination of these paid and unpaid approach as a better approach.

Where does that leave Access Copyright? The copyright collective must compete in the market by offering a compelling value proposition to potential licensees, who will compare the Access Copyright licence to the other available licensing options. If authors or publishers believe that that licensing still leads to infringement, they – not Access Copyright – are entitled to pursue statutory damages in court.

Read the rest of Professor Geist’s analysis of the case and the court’s discussion of the mandatory tariff and fair dealing issues here.

Update: Georgia v. Public.Resource.Org

Posted April 27, 2020

Today, the Supreme Court of the United States issued a decision in Georgia v. Public.Resource.Org Inc, holding that the annotations in Georgia’s Official Code are ineligible for copyright protection.

Background

The Code Revision Commission (the “Commission”), an arm of the State of Georgia’s General Assembly, is mandated to ensure publication of the statutes adopted by the General Assembly. It does so by contracting with the LexisNexis Group (“Lexis”) to maintain, publish, and distribute the Official Code of Georgia Annotated (“OCGA”), an annotated compilation of Georgia’s statutes. Following guidelines provided by the Commission, Lexis prepares and sells OCGA, which includes the statutory text of Georgia’s laws and annotations (such as summaries of judicial decisions interpreting or applying particular statutes). Lexis also makes unannotated versions of the statutes available online.

Public.Resource.Org (“PRO”) is a non-profit organization that promotes access to government records and primary legal materials. PRO makes government documents available online, including the official codes and other rules, regulations, and standards legally adopted by federal, state, and local authorities, giving the public free access to these documents. PRO purchased printed copies of the OCGA, digitized its content, and posted copies online through its own website.

Georgia filed suit against PRO claiming copyright infringement. For a brief history of the litigation, see our earlier post on the case.

Supreme Court’s Decision

The issue before the Supreme Court was whether Georgia can claim copyrights over the OCGA annotations or if it is prevented from doing so because the annotations are an “edict of government.” Under the government edicts doctrine, officials empowered to speak with the force of law cannot be the authors of—and therefore cannot copyright—the works they create in the course of their official duties.

Reviewing earlier cases involving the government edicts doctrine, the Court was guided by an animating principle that “no one can own the law.” The majority opinion found that under the government edicts doctrine, legislators may not be considered the authors of the works they produce in the course of their official duties as legislators. The Court held that the rule applies regardless of whether a given material carries the force of law, and that it applies to the annotations in OCGA because they are authored by an arm of the legislature in the course of its official duties.

As a result, the Court affirmed the 11th Circuit’s decision that the annotations in Georgia’s Official Code are ineligible for copyright protection and finding in favor of PRO.

New Report: Evaluating the Benefits and Costs of a 25-Year Termination Right in Canada

Posted April 14, 2020
Red and white Canadian maple leaf flag against a blue sky
photo by RonnyK | CC0

A new report by Paul Heald recommends that Canada adopt a right for an author (or their heirs) to terminate a transfer of copyright 25 years after the transfer was made. Relying on empirical data, Heald concludes that a carefully crafted termination right would provide measurable benefits to authors and to the Canadian public.

Under section 14(1) of Canada’s current Copyright Act, any grant of interest in a copyrighted work made by an author (except for a grant made in a will) after June 4, 1921 automatically reverts to an author’s estate twenty-five years after an author’s death. As a part of a review of Canada’s Copyright Act, Canada’s Standing Committee on Industry, Science and Technology Committee and the Standing Committee on Canadian Heritage recommended that authors should have a non-waivable right to regain control of a copyright twenty-five years after the initial assignment of rights in the work (rather than twenty-five years from the author’s death). Heald’s report was commissioned by the Heritage Committee to evaluate the effect of such a change.

Heald’s report reviews the private and public benefits of providing a statutory right to terminate transfers. As detailed in the report, providing a termination right gives authors the ability to renegotiate a contract or to bring a work back into print with a new publisher or by self-publishing. The public, in turn, benefits from a measurable increase in the availability of works to the public. Drawing on data from the US, UK, and Canadian book markets, Heald shows the negative effect of copyright term length on the availability of books in print and how rights reversion can increase the ability of book titles.

The report also examines the private and public costs of a statutory reversion right. Heald evaluates claims that publishers will offer diminished compensation to acquire rights that are subject to termination. He concludes that because publishers of books, for example, can anticipate earning 99.5% of the present value of the book by year 25, the potential that an author will terminate a transfer of rights at year 25 should not change the business models of rational book publishers. On the public cost side, Heald argues that potential costs (such as exacerbation of orphan works problems and potential issues for investors in derivative works) can easily be minimized by careful drafting of the termination right.

In sum, Heald recommends that Canada adopt a termination right that:

  • provides creators a non-assignable, non-waivable right to terminate any transfer of an exclusive right no earlier than 25 years after the execution of the transfer;
  • extinguishes itself five years after it becomes available;
  • takes effect no earlier than twelve months after the creator is notified of the intent to exercise the right;
  • requires that notice be subject to registration;
  • requires that termination can only be exercised by claimants holding 51% or more of the termination right; and
  • provides protection for a transferee who properly licensed the copyrighted work to create its own authorized original work of authorship.

The full report is available here.

Resource List: Copyright and COVID-19

Posted April 1, 2020

We’ve collected resources to answer questions that you might have about fair use, access to educational materials, and temporary changes to Copyright Office operations during the COVID-19 outbreak. We’ll continue to add to this resource list as relevant resources are released; please check back often.

Public Statement of Library Copyright Specialists: Fair Use & Emergency Remote Teaching & Research

A group of library copyright specialists recently released a Public Statement on Fair Use & Emergency Remote Teaching & Research to provide clarity for U.S. colleges and universities about how copyright law applies to remote teaching and research in the wake of the COVID-19 outbreak. In response to concerns that copyright may pose impediments to a rapid shift to remote instruction—or conversely, that copyright is not relevant—the Statement authors review how fair use and the Digital Millennium Copyright Act (“DMCA”) apply to remote teaching. As they conclude, “[w]hile legal obligations do not automatically dissolve in the face of a public health crisis, U.S. copyright law is, thankfully, well equipped to provide the flexibility necessary for the vast majority of remote learning needed at this time.” Read the Statement here.

Resilient Digital Materials for College and University Teaching and Learning: Copyright and Open Education Strategies

The Program on Information Justice and Intellectual Property is presenting a series of webinars to help teachers navigate concerns around copyright when finding digital teaching materials:

April 17, 03:00 PM ET: Educational fair use in the COVID-19 emergency: yes you can scan (and more) for colleges and universities (watch the webinar recording here)

April 24, 03:00 PM ET: Finding teaching materials for Fall 2020 and beyond: evaluating resilient digital teaching and learning materials from open and commercial sources for college and university teaching (including finding materials and evaluating licensing) (watch the webinar recording here)

May 1, 03:00 PM ET: Creating teaching materials for Fall 2020 and beyond: authoring and adapting Open Educational Resources for colleges and universities (strategies, systems, and sources for creating OER)

Register here for the entire Higher Education track or for individual webinars within the track.

Reading Aloud: Fair Use Enables Translating Classroom Practices to Online Learning

As many teachers face an abrupt shift to online teaching, there have been questions about how copyright law applies to the translation of classroom-based practices of reading aloud to students to the digital environment. This guide examines how fair use applies to read-aloud activities online, concluding that “[w]hen researchers translate classroom practices of reading aloud to online student facing tools, such as distribution through a school website, learning management system, or live webcast, fair use enables most of the same practices online that take place in person. Read the guide here or watch the webinar recording.

Over 50 Publishers Offering Free Content on Project MUSE

In response to challenges created by COVID-19, Project MUSE has partnered with more than 60 publishers to temporarily make scholarly content freely available to assist with access for the many students, faculty, and researchers now working remotely. More than 15,000 books, and over 230 journal titles—comprising well over 10,000 issues and more than 185,000 articles—are available through this initiative. More details on the content and the full list of participating publishers are available on the Project MUSE website.

United States Copyright Office’s Public Notice Regarding Timing Provisions Involving Certain Registration Claims and Notices of Termination for Persons Affected by COVID-19

The United States Copyright Office has announced temporary extensions for registering copyrights and recording notices of termination for those unable to comply with deadlines as a result of the COVID-19 emergency. The Copyright Office has provided this temporary measure to accommodate copyright owners who may be prevented from completing and submitting materials in a timely manner due to lack of access to physical documents, including deposit copies of copyrighted works, or the inability to deliver materials to a mail carrier. To qualify, applicants must submit a statement certifying under penalty of perjury that they would have met the deadline but for the national emergency. For applications that can be submitted entirely in electronic form, the timing provisions are unchanged. For more information, visit the Office’s webpage dedicated to operational updates during the COVID-19 pandemic.

Authors Alliance Weighs in on the Next Register of Copyrights

Posted March 23, 2020
photo by Carol Highsmith

Authors Alliance has provided guidance in response to the Librarian of Congress’ request for public input on the expertise needed by the next Register of Copyrights and the top three priorities for the next Register.

In our submission, we encourage the Librarian of Congress to appoint a Register who has a demonstrated willingness to take into account the diversity of viewpoints among creative communities, has the knowledge and skills to support the Office’s modernization efforts, and places a high value on developing practices and policies that are informed by empirical data.

In addition, we identify three priorities for the next Register:

  • Improving Ownership Records: The Register should prioritize plans to ensure that the public record of copyright ownership is accurate, complete, and timely. Alongside modernization efforts to make registration easier, the Register should work with Congress to identify and implement meaningful incentives to ensure copyright records, including those reflecting transfers of ownership, are accurate.
  • Providing Comprehensive Access to Records: The Register should prioritize efforts to make registration records and recorded documents fully available and searchable online. The information included in these documents needs to be readily accessible to the public to help facilitate permissions requests, prevent works from becoming orphans, and establish how long copyright lasts for any given work.
  • Making Fees Affordable: The Register should prioritize adopting methods for differentiating fees, giving particular consideration to authors whose works have an unproven or low commercial value. Empirical evidence suggests that registration decreases in response to small increases in registration fees. Affordable fees will bolster the public record and help ensure authors’ legacies are not lost.

Read our full submission at this link.

Authors Alliance Submits Comments to USCO on the Meaning of Publication in the Online Context

Posted March 20, 2020
Photo by Luis VIllafranca on Unsplash

Authors Alliance has submitted comments to the U.S. Copyright Office in response to its request for public input on the meaning of “publication” in the online context. The Office sought comments to support its effort to provide additional guidance regarding the determination of a work’s publication status for registration purposes.

Our comment encourages the Office to promulgate a regulation to allow applicants to identify a work as having been first “published” online. In the Internet age, distribution through online, digital, and electronic channels is the primary primary means by which copyrightable content reaches the public at large, and has eclipsed if not eliminated many traditional, non-electronic forms of distribution. There is no reason why applicants should not have the option to specify such a widespread mechanism of distribution as the means by which their works were published.

We further encourage the Copyright Office to adopt guidance that “publication” occurs when a work is first offered, under the rights-owner’s authority, for viewing online without technological restrictions that prevent downloading or other reuse. To do so would add much needed clarity and promote broader use of copyrightable works.

Authors Alliance thanks the exceptional team at Latham & Watkins for preparing these comments. To read the full comment, click here.

District Court Finds Majority of Uses to be Fair in Georgia State E-Reserves Case

Posted March 4, 2020

On Monday, a district court in Georgia issued a decision in the Cambridge University Press v. Becker case, concluding that 37 of the 48 infringement claims at issue in the case are fair use. This is the latest decision in a case that began in 2008 when publishers sued Georgia State University (“GSU”), alleging that faculty at GSU infringed Cambridge University Press’ and other publishers’ copyrights by assigning chapters from scholarly books to their students via secure course websites. The case has bounced back and forth between the district court and the Eleventh Circuit, with the Eleventh Circuit reversing and remanding the case to the district court twice. For details on the history of the litigation here, see this summary by Krista Cox.

In 2017, we filed an amicus brief with the Eleventh Circuit in support of GSU’s position that limited use of copyrighted material for nonprofit educational purposes falls within fair use. In our brief, we discussed how our members’ experiences accord with the district court’s conclusion that academic authorial incentives to create scholarly book chapters would not be impaired by a fair use ruling.

We explained that the primary motivation of academic authors to write scholarly book chapters is generally to share the knowledge and insights they have gained, and the type of reward that academic authors have generally sought and hoped to attain through writing scholarly book chapters is enhancement of their reputations. Bolstering the case for fair use, we discussed how the use of fact-, method-, and theory-intensive scholarly book chapters assigned primarily because of the originality of ideas, theses, research, data, and methods they contain, rather than on originality of expression, should tip in favor of fair use.

Many of our members are academic authors, and one of our members is the author of a chapter at issue in the case. Our brief highlighted the views of several authors of book chapters at issue in the case who reflected on the benefit of fair use to their goals of reaching readers and contributing to academic discourse. Norma Mertz, Professor of Higher Education Administration at University of Tennessee, Knoxville, wrote “I have no objection to the fair use of chapters from my books. Indeed, I find the suit to prevent use of such chapters a serious hindrance to the advancement of knowledge.”

Other authors pointed to the benefits of publishing academic works. Douglas Harper, Professor Emeritus of Sociology at Duquesne University, wrote “There is reputational benefit… to doing this work. … The point of this work is to share it!”

Many of our members believe that this limited use of copyrighted content in a nonprofit educational setting meets the test for fair use. We applaud the district court’s latest decision finding the majority of the uses of unlicensed excerpts of copyrighted works in the e-reserves to be fair.

Does Copyright Require Authorization to Use Data “Subsisting in Copyright Works?”

Posted February 20, 2020

Authors Alliance thanks Matthew Sag, professor at Loyola University Chicago School of Law, for this guest post (originally published on InfoJustice.org).

The World Intellectual Property Organization in Geneva has requested comments on a series of questions about whether “use of the data subsisting in copyright works without authorization for machine learning constitute an infringement of copyright?” I have joined other copyright experts in a submission to WIPO commenting on their questions. This note explains in more detail some of my reservations about use of the phrase “use of the data subsisting in copyright works without authorization” in WIPO’s questions and in our general thinking about the relation between copyright and text and data mining.

The phrase “use of the data subsisting in copyright works without authorization” is unhelpful, to say the least.

To begin with the most obvious problem, the “use” of the data or facts subsisting in copyright works generally requires no authorization. For example, this morning I “used the data” in on the weather page of to my local newspaper to decide whether I should shovel snow or wait for more snow to fall. No doubt, the newspaper is protected by copyright, but the facts contained therein are not.

Moreover, the second problem with the question WIPO proposed is that my “use” of the weather data required no authorization because it did not involve any action on my part implicating the exclusive rights of the copyright owner. I did not make a copy of the newspaper, I did not publicly perform it, I did not turn it into a digital audio transmission, etc.

Both of these points are Copyright 101, but it is easy to lose sight of the fundamentals when contemplating new and unexpected uses of copyrighted works in a rapidly evolving technological environment. It does not make sense to ask “Should the use of the data subsisting in copyright works without authorization for machine learning constitute an infringement of copyright?” in the abstract. Instead, we need to focus with more precision on the potential copyright issues that are actually raised by AI in particular contexts, and to do that we need to understand the relationship between text data mining, on the one hand, and machine learning and AI, on the other.

Text data mining refers to any computational processes for applying structure to unstructured electronic texts and it generally involves employing statistical methods to discover new information and reveal patterns in the processed data.[1]

Machine learning refers to a cluster of statistical and programming techniques that give computers the ability to “learn” from exposure to data, without being explicitly programmed.[2]

The term AI or artificial intelligence is mostly used to refer more sophisticated forms of machine learning, or else to describe speculative accounts of what might be possible with future technology. If we put science fiction and hyperbole to one side, we can proceed to talk about machine learning and AI interchangeably in terms of the relevant copyright issues.

If moving beyond the premise that AI is a magical process that defies human understanding, we can see the third fundamental problem with the phrase “the data subsisting in copyright works.” The notion that AI is using data that “subsists” in copyright works reflects a fundamental misunderstanding of the technology at issue. Unless the copyrighted work is something like a book of used car values, the data does not subsist in the work waiting to be extracted. The data is not a subset of the work. In almost every real-world use case of AI and machine learning, the data is derived by making an external observation about the work.

This is an important point: the non-expressive metadata produced by text data mining does not originate from the underlying copyrighted works. It does not subsist in those works. Instead, it is derived from them by acts of external observation.

As I have explained in a recent paper:

“Imagine plagiarism detection software that reports that student term paper B is substantially similar to an earlier paper A. Paper A originated with student author A, but the observation as to its similarity with student B’s term paper does not originate with either A or B. It originates with the software algorithm programmed to detect plagiarism.

Likewise, a word frequency table derived from Moby Dick did not originate with Herman Melville. Melville obviously realized that he would be writing the word “whale” over and over, but presumably he never set out to make an exact count. In both examples, to the extent the metadata about the work owes its origin to anyone, that person would be the person who derived the data, not the author of the underlying work.”[3]

The false premise that the non-expressive metadata produced by text data mining already “subsists” in the copyrighted works from which it is derived leads to false conclusion that when the data is used, something is taken from the original author. On the contrary, producing non-expressive metadata takes nothing from the original author because under any version of the idea-expression distinction, latent facts are not the property of the author. But even if they were, these are not their facts.

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