Antitrust Liability to the Conduct of “Refusal to License” of the Standard Essential Patent

Antitrust Liability to the Conduct of “Refusal to License” of the Standard Essential Patent

2022/07/19

  The notion of Standard Essential Patent(SEP)emerges in the era when manufacturers seek ‘‘compatibility’’ and ‘‘interoperability’’ of their products. The concept of SEPs is proposed to help manufacturers ‘‘talk’’ to each other so the collective manufacturers enjoy the advantage of economies of scales. Meanwhile, the compatibility and interoperability derived from SEPs enhance the consumers’ valuation of the product which creates the ‘‘network effect’’ of the products.

  There is a long-debated issue in the field of SEP—to what extent shall the SEP holders license their patents in the various level of the supply chain. This issue has much to do with the ‘‘FRAND commitment’’, and is worthy of further analysis.

I. SEP and FRAND Commitment

  The concept of SEP is—when any certain patented technology is selected by the ‘‘Standard Setting Organization’’(SSO)as the commonly used standard, such the patented technology is categorized as a SEP. The SEP holder therefore enjoys stronger ‘‘market power’’ because market participants have no choice but to use the SEP and are required to seek license from the SEP holders.

  Therefore, to prevent the SEP holders from abusing their market power, SSOs usually require SEP holders to make the FRAND commitment; that is, to license on ‘‘fair, reasonable and non-discriminatory’’ terms. Once the SEP holder breaches the commitment, the SSOs might exclude that technique from the standard.

II. “License to all”or“Access to all”issues under FRAND Commitment

  The FRAND commitment, by textual reading incorporates the wording of ‘‘non-discriminatory’’, and can infer two co-related yet debatable concepts—the ‘‘License to all’’ or ‘‘Access to all’’ arguments.

  The ‘‘License to all’’ argument holds that all participants in the supply chain retain the access to the specified SEP, while the ‘‘Access to all’’ argument, on the contrary, contends that FRAND commitments don’t necessarily ask SEP holder to license to all practitioners, but when a SEP holder is going to license, he must license on FRAND terms.

  According to observations, there is a common phenomenon in the SEP licensing practice—most SEP holders tend to license only to the End-Product manufacturers rather than to the manufacturers of the ‘‘Smallest Saleable Patent Practicing Unit’’(SSPPU). What the SEP holders expect through ‘‘refusal to license’’ to the SSPPU manufacturers are to maximize the potential royalties. Cases inclusive of the Qualcomm case[1] and the Continental case[2] have shown such practical tendency, and only when the SSOs can well define the definitions of FRAND commitments might the issue be truly settled.

  There are some End-Product manufacturers that consider it ‘‘discriminatory’’ and against the FRAND commitments if the SEP holders refuse to negotiate with SSPPU manufacturers requesting to be the licensee. On the other hand, some consider it inappropriate for the End-Product manufacturers to refuse all negotiations when the SEP holder requests it to be the party to the licensing negotiations[3].

III. The ‘‘refusal to license’’ and the derived Anti-Trust Issue

  As generally admitted, a firm has no general duty to deal with others[4]; however, there are times when SEP holders’ ‘‘refusal to deal∕license’’ behaviors can constitute wrongful monopoly under Sherman Act section 2. The U.S. judicial practices have categorized three main ‘‘refusal to deal∕license’’ behaviors as wrongful monopoly under Sherman Act section 2; they are[5]:

1.dominant firm forces its customers not to do business with new competitors of that firm, or the dominant firm will terminate business with the customer[6];

2.dominant firm tries to abandon or alter an existing relationship[7];

3.dominant firm refuses to provide access to ‘‘essential facility’’ (the equipment or techniques that is indispensable when others would like to compete in the relevant market with the dominant firm).

  As SEP can be categorized as an ‘‘essential facility’’, this paper will only focus on the third category. The ‘‘Essential Facility Doctrine’’ is—when any monopolist withholds an essential facility and refuses to provide his competitors with the access to the said essential facility, a wrongful monopoly due to the Facility holders’ ‘‘refusal to deal∕license’’ is constituted.

  According to the leading case—the MCI case[8], four factors are to be proved by the plaintiff when seeking resort to ‘‘Essential Facility Doctrine’’; they are:(1)the monopolist’s control of an essential facility;(2)the inability of a competitor to duplicate that essential facility;(3)the monopolist’s denial of access to that essential facility to a competitor;(4)the feasibility of providing the essential facility to the competitor by the monopolist.

  As we can shortly conclude here, if a SEP holder constitute wrongful monopoly because of his ‘‘refusal to license’’ behavior, the perquisite is that the SEP holder would like to join in the ‘‘competition’’ in the relevant market himself.

IV. Conclusion—the commonly seen ‘‘refusal to license’’ behavior of SEP holders doesn’t constitute wrongful monopoly

  As mentioned before, ‘‘competition’’ serves as the prerequisite for the ‘‘Essential Facility Doctrine’’; thus, some SEP holders’ refusal to license to SSPPU manufacturers behaviors—such as Qualcomm in the Qualcomm case and Nokia in the Continental case—are not in accordance with ‘‘Essential Facility Doctrine’’ and do not constitute wrongful monopoly. Qualcomm and Nokia chose not to license to SSPPU manufacturers merely because they want to earn more royalties by licensing to End-Product manufacturers; they didn’t make this choice because themselves would like to compete in the SSPPU markets.

However, since there is no clear definition of FRAND yet, whether the SEP holders have truly breached the FRAND commitment remains unsolved puzzle and shall retain to SSO’s clearer definition and the Court’s further rulings.

 

 

[1]FTC v. Qualcomm Inc., 969 F.3d 974 (9th Cir. 2020). SEP holder Qualcomm would only like to license to the cellphone OEM manufactures rather than to other chips manufacturers.

[2]Continental Automotive Systems, Inc. v. Avanci, LLC, et al, No. 20-11032 (5th Cir. 2022). SEP holder Nokia and a licensing platform—Avanci (that Nokia had joined) would only like to license to car manufacturers rather than to Telematics Control Unit(TCU)manufacturers.

[3]Japan Patent Office [JPO], GUIDE TO LICENSING NEGOTIATIONS INVOLVING STANDARD ESSENTIAL PATENTS (2018), https://www.jpo.go.jp/e/support/general/sep_portal/document/index/guide-seps-en.pdf(last visited July 19, 2022).

[4]See United States v. Colgate & Co., 250 U.S. 300 (1919);Pacific Bell Telephone Co. v. linkLine Communications, Inc., 555 U.S. 438 (2009); Aerotec Int'l v. Honeywell Int'l, 836 F.3d 1171 (9th Cir. 2016)

[5]ANDREW I. GAVIL, WILLIAM E. KOVACIC & JONATHAN B. BAKER, ANTITRUST LAW IN PERSPECTIVE: CASES, CONCEPTS AND PROBLEMS IN COMPETITION POLICY 630-654 (2002).

[6]See Lorain Journal Co. v. United States, 342 U.S. 143 (1951)

[7]See Image Technical Services, Inc. v. Eastman Kodak Co., 504 U.S. 451 (1992); Aspen Skiing Co. v. Aspen Highlands Skiing Corp., 472 U.S. 585 (1985)

[8]MCI Communications Corp. v. American Tel. & Tel. Co., 708 F.3d 1081 (7th Cir. 1983)

 

 

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※Antitrust Liability to the Conduct of “Refusal to License” of the Standard Essential Patent,STLI, https://stli.iii.org.tw/en/article-detail.aspx?no=105&tp=2&i=171&d=8867 (Date:2026/09/07)
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Is AI-Generated Work Copyrightable? A Case Study of Thaler v. Perlmutter

Is AI-Generated Work Copyrightable? A Case Study of Thaler v. Perlmutter 2026/06/15 The rapid proliferation of artificial intelligence (AI) systems capable of producing high-quality visual art, music, and literature has challenged the foundational paradigms of intellectual property law. A critical question has emerged: Can an AI system be recognized as an ‘author’ under existing copyright frameworks? In March 2026, the U.S. Supreme Court denied the petition for certiorari filed by Dr. Stephen Thaler, leaving undisturbed the D.C. Circuit’s holding, where human authorship was reaffirmed as required for any work to receive protection under the U.S. Copyright Act. The Factual Background The legal controversy in Thaler v. Perlmutter began when Dr. Stephen Thaler failed to register a copyright for a visual artwork titled ‘A Recent Entrance to Paradise’. In the application to the U.S. Copyright Office (USCO), Dr. Thaler disclosed that the work had been autonomously generated by an AI system known as the ‘Creativity Machine[1].’ Instead of claiming human creation, Thaler sought to register himself as the copyright owner under the ‘work-made-for-hire’ doctrine, arguing that the AI functioned as an employee and that he should have ownership as the machine’s owner[2]. However, the USCO, citing the U.S. Supreme Court’s decision in Burrow-Giles Lithographic Co. v. Sarony (1884), declined Dr. Thaler’s application on the grounds that a human being did not create the work[3]. Dr. Thaler then twice requested that the USCO reconsider its decision, asserting that the requirement of human authorship was inconsistent with both statutory and case law[4]. Nevertheless, the USCO Review Board affirmed the initial refusal, emphasizing that federal copyright law does not protect works produced by non-human creators, machines, or autonomous algorithms without human intervention[5]. Procedural Journey to the Federal Court 1. The rejection by the District Court and the D.C. Circuit Following the final administrative denial by USCO, Dr. Thaler sought review in the U.S. District Court for the District of Columbia. The district court granted summary judgment in favor of the USCO. First, the district court affirmed that the USCO’s denial of Dr. Thaler’s application, stating that human authorship is a foundational requirement for copyright, a principle consistently supported by both statute and case law[6]. Second, the district court held that the work-made-for-hire doctrine did not apply because no eligible copyright existed to transfer to Thaler in the first place, even if he were the Creativity Machine’s owner[7]. Finally, the district court ruled that Dr. Thaler had waived his argument that he should own the copyright based on his creation and use of the Creativity Machine[8]. Dissatisfied with the district court’s ruling, Dr. Thaler appealed the decision to the U.S. Court of Appeals for the District of Columbia Circuit (D.C. Circuit). On March 18, 2025, the appellate court affirmed the summary judgment in favor of the USCO[9]. The D.C. Circuit analyzed the statutory framework of the Copyright Act, which defines authors as human and ‘machines’ as tools[10]. The Court reasoned that applying the following numerous provisions makes the statute textually incoherent if applied to non-human entities. For example[11]: (1) Property ownership: Copyright ownership is fundamentally based on the author’s legal capacity to hold property, and machines cannot own property. (2) Copyright Duration: The duration of protection is strictly limited to the author’s lifespan (70 years after the author’s death) or to a period approximating how long a human might live (95 or 120 years). However, machines do not have life spans. (3) Termination and Inheritance: The termination interest of the deceased author’s copyright is descendible and belongs to surviving family members, but machines do not have heirs. (4) Transfer Requirements: Valid copyright transfers require a signature by the owner, which machines cannot provide. (5) Nationality and Domicile: Unpublished works are protected under federal law regardless of the author’s nationality or domicile, but machines do not have domicile or national identity. (6) Joint Authorship and Intent: A joint work requires a mutual intention among two or more authors to merge their contributions into a unitary whole, and machines lack a mind and do not have intention. (7) Machine as a Tool: Every time the Copyright Act discusses machines, the context consistently indicates that machines are not authors but tools. The D.C. Circuit illustrated this structural incoherence by holding that, while none of the above individual provisions alone is a necessary condition for authorship, the statutory text, taken as a whole, is best read as making humanity an indispensable requirement[12]. Consequently, the court ruled that the current text of the Copyright Act is best read as making humanity a necessary condition of authorship[13]. Furthermore, the D.C. Circuit rejected Dr. Thaler’s arguments under the work-made-for-hire doctrine, ruling that regardless of employment status, an ‘original work of authorship’ must be created in the first instance by a human being to have copyright protection in the first place[14]. 2. The Declination by the Supreme Court After being rejected by the D.C. Circuit, Dr. Thaler then filed a petition for a writ of certiorari with the Supreme Court of the United States[15]. He contended that the USCO’s human authorship requirement is not derived from case law or statute. The authorship requirement is “agency-made” and not supported by the Copyright Act or the Constitution[16]. He also argued that under common law property principles, a property owner owns the derivatives generated by the property. Since he created and owns the AI system, he should legally own its outputs as an inseparable addition to his property[17]. In addition, he asserted that the exclusion of AI-generated works creates a severe chilling effect on commercial investments within the AI sector, conflicting with the constitutional purpose of promoting scientific progress[18]. In response, the U.S. Department of Justice (DOJ) filed a brief opposing the petition and urging the Supreme Court to deny certiorari[19]. The DOJ agreed with the lower courts’ rulings, arguing that the text and structure of the Copyright Act inherently presuppose a human author. The government emphasized that the issue presented in this case is narrow: whether an AI system may itself be treated as the ‘author’ of a copyrightable work, rather than whether works created with the assistance of AI are eligible for copyright protection[20]. Because Dr. Thaler consistently maintained that the image was created autonomously by the Creativity Machine without any human creative contribution, the ruling below did not address the broader question of copyright protection for works created by human authors using AI tools[21]. Ultimately, on March 2, 2026, the Supreme Court issued a summary order denying Dr. Thaler’s petition without providing further comment[22]. Analysis and Conclusion After a long-term legal marathon, the United States Supreme Court’s denial of certiorari in Thaler v. Perlmutter reinforced the prevailing interpretation that U.S. copyright law requires human authorship[23]. The fundamental purpose of copyright law is to protect and incentivize human intellectual creativity. Not only does the Copyright Act address that a human is required for authorship, but the USCO’s report Copyright and Artificial Intelligence Part2: Copyrightability[24] also emphasizes that human creative contribution is necessary for a work to qualify for copyright protection[25]. Accordingly, rather than directly replacing human authorship, AI systems should be viewed as a technological tool that assists or enhances the expression of human ideas, and works created with AI assistance may still qualify for copyright protection. However, while the Thaler case confirms, at least under the current interpretation of the U.S. Copyright Act, that copyright authorship is limited to human creators, it does not provide a definitive answer regarding the degree of human involvement required in AI-assisted works. This issue remains unsettled in both statutory law and judicial precedent[26]. Future legislative, administrative, and judicial developments will therefore play an important role in clarifying the boundary between human authorship and AI-generated expression, and in shaping the future of copyright protection for AI-assisted creations. [1] Thaler v. Perlmutter, No. 23-5233, at 6 (D.C. Cir. Mar. 18, 2025), available at https://cases.justia.com/federal/appellate-courts/cadc/23-5233/23-5233-2025-03-18.pdf?ts=1742313701 (last visited 2026/06/10) [2] Id at 7. [3] Id. at 6. [4] Id. [5] Id. [6] Id. at 8. [7] Id. [8] Id. [9] Thaler v. Perlmutter, No. 23-5233, (D.C. Cir. Mar. 18, 2025). [10] Id. at 9-10. [11] Id. at10-13. [12] Id. at 13. [13] Id. at 13. [14] Id. at 23. [15] Petition for a Writ of Certiorari, Thaler v. Perlmutter, No. 25-449 (U.S. Oct. 9, 2025), available at 20251009132618528_Thaler v Perlmutter - Petition.pdf (last visited 2026/06/10) [16] Id. at 11-15. [17] Id. at 21-24. [18] Id. at 25. [19] Brief for the Respondents in Opposition, Thaler v. Perlmutter, No. 25-449 (U.S. Jan. 2026), available at https://www.supremecourt.gov/DocketPDF/25/25-449/392672/20260123191420573_25-449ThalerOpp.pdf (last visited 2026/06/10) [20] Id. at 17. [21] Id. at 17-18. [22] Thaler v. Perlmutter, No. 25-449, cert. denied (U.S. Mar. 2, 2026), available at https://www.supremecourt.gov/docket/docketfiles/html/public/25-449.html (last visited 2026/06/10). [23] Finnegan, Supreme Court Declines to Hear Thaler v. Perlmutter, Leaving Human Authorship Requirement Intact, (March 5, 2026), https://www.finnegan.com/en/insights/ip-updates/supreme-court-declines-to-hear-thaler-v-perlmutter-leaving -human-authorship-requirement-intact.html#:~:text=On%20March%202%2C%202026% 2C%20the%20U.S. %20Supreme%20Court,be%20considered%20an%20%E2%80%9Cauthor%E2%80%9D%20under%20U.S.%20copyright%20law. (last visited Jun 10, 2026) [24] U.S. Copyright Office Copyright and Artificial Intelligence, Part 2: Copyrightability, https://www.copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-2-Copyrightability-Report.pdf. (last visited 2026/6/10). [25] Id at 41. [26] Sterne Kessler, IP Hot Topic: Cert. Denied, But One Thing is Certain: The Human Authorship Requirement for Copyright, (March 9, 2026), https://www.sternekessler.com/news-insights/client-alerts/ip-hot-topic-cert-denied-but-one-thing-is-cert-ain-the-human-authorship-requirement-for-copyright/ (last visited Jun 10, 2026)

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A successful variety show not only can bring about the domestic and foreign income from the show itself, but associated derivatives such as music, tourism, and peripheral products may also be able to obtain huge business opportunities due to the broadcast of the program. Therefore, although the TV Program Format is centered on its content, it actually involves issues of industrial management such as human resources, labor relations, corporate governance, taxation, fundraising, bankruptcy procedures, economic systems, and professional ethics. In addition, in aspects of commerce, marketing and management aspects, matters such as the establishment of the production team, the production process management, the acquisition and use of creation funds, and valuation are all covered in the operation of formats.

The Introduction to the Trade Secret Management System Standard

The Introduction to the Trade Secret Management System Standard 2024/02/06 The “Trade Secret Management System”, released by the Science & Technology Law Institute of Institute for Information Industry on March 1, 2023, is a standard to guide organizations developing a systematic trade secret management system in alignment with relevant regulations and their operation objectives. Its aim is to assist the organizations reducing the risks of trade secret leakage while improving organizational competitive advantages. The Trade Secret Management System standard provides a framework for organizations to design, implement, and continuously improve their trade secret management performance. As defined in Article 2 of the Trade Secrets Act, "trade secret" could be any method, technique, process, formula, program, design, or other information that may be used in the course of production, sales, or operations, meeting following requirements: 1. It is not known to persons generally involved in the information of this type; 2. It has economic value, actual or potential, due to its secretive nature; and 3. Its owner has taken reasonable measures to maintain its secrecy. The Trade Secret Management System standard comprises a total of 10 chapters. The following is a brief overview of each chapter: Chapter 1: This chapter indicates the standard is applicable to all organizations regardless of their types, sizes, and the products or services they provide. It mentions that the organization can determine their management approached to meet the requirements of the standard. Chapter 2: This chapter provides the definitions of specific terms used in the standard. Chapter 3: This chapter introduces the top management’s responsibility to ensure the establishment, continuous appropriateness, completeness, and effectiveness of the trade secret management system. Chapter 4: This chapter requires the organization to define the scope of its trade secrets and ensure the defined trade secrets can be identified. This chapter also requires organization set up the permission to restrict access to personnel who need to know or use the trade secrets. Chapter 5: This chapter introduces the organization shall control the use of trade secrets, including actions such as copying, destruction, etc. Additionally, organization shall preserve the records of the aforementioned use of trade secrets and detect if any abnormal usage exists. Chapter 6: This chapter discusses measures the organization shall take for internal personnel control. These measures include regular training on trade secret-related requirements, signing of confidentiality agreements, and various management actions the organization should take throughout the processes of personnel recruitment, employment, and departure. Chapter 7: This chapter demonstrates the organization’s management of environments, equipment and internet involving its trade secrets. It requires the implementation of access control measures for places where trade secrets are stored or processed. It also stipulates controls on the use of record media and devices which can access trade secrets, as well as controlling the transmission of trade secrets via network. Chapter 8: This chapter introduces the management measures the organization shall take when interacting with other parties. These measures include signing non-disclosure agreement (NDAs) with the party who will access trade secrets and requiring such party not to hold the trade secrets once the corporation ends. Chapter 9: This chapter introduces that the organization shall establish a trade secret dispute resolution procedure to prevent or mitigate damages to the organization caused by disputes. Chapter10: This chapter outlines the supervision and the improvement of the trade secret management system of the organization. Organizations can follow the standard to build their own trade secret management system based on the Plan-Do-Check-Act (PDCA) concept. The trade secret management system would include defining trade secrets to be managed, establishing protocols for the use of trade secrets, managing employees, controlling of internet, devices and environment related to trade secrets, regulating external activities, developing trade secret dispute resolution procedure, and regularly monitoring the effectiveness to improve trade secret management performance. This standard could serve as a benchmark for the organization or third parties to evaluate compliance with expected trade secret managements.

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