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The $X Factor: Demystifying Damages Calculations

by | Jun 13, 2024 |

The US Court of Appeals for the Federal Circuit affirmed a district court’s decision to deny a defendant’s motion for a new trial on damages, finding that the plaintiff’s damages expert sufficiently showed that prior license agreements were economically comparable to a hypothetically negotiated agreement between the parties. EcoFactor, Inc. v. Google LLC, Case No. 23-1101 (Fed. Cir. June 3, 2024) (Reyna, Lourie, JJ.) (Prost, J., dissenting).

EcoFactor owns a patent directed to mitigating strain on the electricity grid by adjusting thermostat settings within HVAC systems. The patent describes a system where thermostats collect internal temperature readings and use them alongside external temperatures to estimate internal temperature change rates, including future predictions. EcoFactor sued Google alleging infringement based on Google’s Nest smart thermostat products.

After discovery, Google sought summary judgment, arguing that claims of EcoFactor’s patent were invalid as abstract ideas under 35 U.S.C. § 101. The district court denied this motion as well as Google’s Daubert motion to exclude the testimony of EcoFactor’s damages expert. At trial the jury found that Google infringed EcoFactor’s patent and awarded damages. The district court denied Google’s subsequent motions for judgment as a matter of law on noninfringement and for a new trial on damages. Google appealed.

Google raised three key issues. First, it argued that the district court erred in denying its motion for summary judgment. Second, Google asserted that the district court erred in denying its motion for judgment as a matter of law concerning the noninfringement of EcoFactor’s patent. Third, Google claimed that the district court wrongly denied its motion for a new trial on damages, arguing that EcoFactor’s damages expert opinion was based on unreliable methodology.

The Federal Circuit upheld the district court’s decision to deny summary judgment because there were genuine issues of material fact warranting a trial. The Court also affirmed the jury’s infringement verdict against Google, finding that it was supported by substantial evidence. Despite Google’s argument that its Nest thermostats did not meet the claims of EcoFactor’s patent, the Court concluded that expert testimony and corroborating documentation demonstrated otherwise.

On the damages issue, Google argued that EcoFactor’s expert testimony was unreliable because there was no evidence that the parties to the three license agreements used by the expert actually applied the royalty rate stated in the agreement. While Google acknowledged that each of the license agreements include a specified royalty rate, Google argued that each also included a “whereas” clause indicating that the licensee would pay EcoFactor a lump sum amount “set forth in this Agreement based on what EcoFactor believes is a reasonable royalty calculation of [$X] per-unit for . . . estimated past and [] projected future sales of products accused of infringement in the Litigation.” Google asserted that while the agreements may have included a stated rate, there was no evidence that the agreements actually applied the rate in calculating the lump sum payment.

The Federal Circuit rejected Google’s argument. The Court explained that the proposed royalty rate was derived from three [...]

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PTO Reopens Comment Period for AI Inventorship Guidance

by | Jun 13, 2024 |

The US Patent & Trademark Office (PTO) reopened and extended until June 20, 2024, the period for public comment on the guidance regarding inventorship in applications involving artificial intelligence (AI) assisted inventions. The guidance was published on February 13, 2024, at 89 FR 10043. The PTO will also treat as timely any comments received between May 13, 2024, and the notice’s June 6, 2024, publication date.

Comments on the inventorship guidance must be submitted via the Federal Rulemaking Portal.

For more information, see our previous report on the February 13 PTO notice and related examination guidance.



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Senate Policy Roadmap Steers Generative AI Toward Transparency

by | Jun 6, 2024 |

In May 2024, the Bipartisan Senate AI Working Group released a roadmap to guide artificial intelligence (AI) policy in several sectors of the US economy, including intellectual property (IP). The group, which includes Senate Majority Leader Chuck Schumer (D-NY), Mike Rounds (R-SD), Martin Heinrich (D-NM) and Todd Young (R-IN), acknowledged the competing interests of positioning the United States as a global leader in AI inventions while also protecting against copyright infringement and deepfake replicas. According to the Working Group, a careful balance can be achieved by establishing two requirements for generative AI systems: transparency and explainability.

Under the current regime, AI inventors may hesitate to reveal datasets used to train their models or to explain the software behind their programs. Their reluctance stems from a desire to avoid potential liability for copyright infringement, which may arise when programmers train AI systems with copyrighted content (although courts have yet to determine whether doing so constitutes noninfringing fair use). Such secrecy leaves artists, musicians and authors without credit for their works and inventors without open-source models for improving future AI inventions. The Working Group proposed protecting AI inventors against copyright infringement while simultaneously requiring them to disclose the material on which their generative models are trained. Such transparency would provide much-needed acknowledgment and credit to holders of copyrights on content used to train the generative AI models, according to the Working Group. Although attributing credit does not absolve an alleged infringer of liability under the current legal framework, such a disclosure (even without a legislative safe harbor) may promote a judicial finding of fair use. The Working Group also identified the potential for a compulsory licensing scheme to compensate those whose work is used to improve generative AI models.

The roadmap also recommended a mechanism for protecting against AI-generated deepfakes. Under the Lanham Act, people receive protection against the use of their name, image and likeness for false endorsement or sponsorship of goods and services. But deepfakes often avoid liability through humorous or salacious misrepresentations of individuals without reference to goods or services. The Working Group advised Congress to consider legislation that protects against deepfakes in a manner consistent with the First Amendment. Deepfake categories of particular concern included “non-consensual distribution of intimate images,” fraud and other deepfakes with decidedly “negative” outcomes for the person being mimicked.

If Congress legislates in accordance with the roadmap, the transparency and explanation requirements for generative AI could impact IP law by creating a safe harbor for copyright infringement. Similarly, an individual’s name, image, likeness and voice could emerge as a new form of protectable IP against deepfakes.

Nick DiRoberto, a summer associate in the Washington, DC, office, also contributed to this blog post.



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Interference Analysis Is a Two-Way Street

by | Jun 6, 2024 |

On appeal from an interference proceeding, the US Court of Appeals for the Federal Circuit reversed a Patent Trial & Appeal Board decision that found the claims of the senior party’s patent were not invalid as time-barred under 35 U.S.C. § 135(b)(1). The Federal Circuit concluded that the “two-way test” requires looking to see if either set of pre-critical and post-critical date claims contains a material limitation not found in the other and not just looking to see if the post-critical date claims have additional material limitations. Speck et al. v. Bates et al., Case No. 22-1905 (Fed. Cir. May 23, 2024) (Dyk, Bryson, Stoll, JJ.)

35 U.S.C. § 135(b)(1), pre-AIA, provides that “a claim which is the same as, or for the same or substantially the same subject matter as, a claim of an issued patent may not be made in any application unless such a claim is made prior to one year from the date on which the patent was granted.” This has been described as a statute of repose that places a time limit on a patentee’s exposure to an interference, the deadline for which is referred to as the “critical date.” At issue in this appeal was the “long-standing” exception to § 135(b)(1) for instances where the applicant files its claim after the critical period but has already been claiming substantially the same invention as the patentee during the critical period.

This case involves drug-coated balloon catheter technology. Bates is the senior party that filed a patent application, and Speck is the junior party that owns an issued patent. Speck’s patent issued on September 4, 2012, whereas Bates filed his application on August 29, 2013, six days before the critical date of Speck’s patent (i.e., one year after the filing date). Bates amended the application on August 30, 2013 (still before the critical date), and canceled all of the original claims and replaced them with new claims. Bates later amended the claims after the critical date to add a requirement that the device be “free of a containment material atop the drug layer.” The amendment was made to overcome a rejection from the examiner during prosecution.

Speck filed a motion to terminate the interference on the ground that the claims of Bates’s application were time-barred under § 135(b)(1) because Bates amended the claims more than one year after Speck’s patent issued. Speck also moved the Board to find that the claims of Bates’s application were unpatentable for lack of written description.

The Board denied Speck’s motion to terminate under § 135(b)(1), finding that the later-amended claims did not differ materially from the claims in other patents and patent applications Bates owned that were filed prior to the critical date, because “Speck ha[d] not directed [the Board] to a material limitation of the Bates involved claims that is not present in the earlier Bates claims.” Speck filed a motion for rehearing, which the Board denied. The Board also denied Speck’s motion to find that Bates’s claims lacked [...]

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For Statutory Equivalents, Even One Means May Be Enough

by | Jun 6, 2024 |

A US Patent & Trademark Office (PTO) appeals review panel decided that a means-plus-function (M+F) claim element supported by the disclosure of only a single species is not invalid for indefiniteness or lack of written description, even if the specification lacks other disclosed statutory corresponding equivalents. Ex parte Chamberlain, Appeal No. 22-001944 (App. Review Panel, May 21, 2024) (Vidal, Dir.; Udupa, Boalick, APJs) (per curiam).

The independent claims of the patent application at issue involved methods of treating patients with “anti-C5 antibod[ies]” that include amino acid substitutions devised to increase the in vivo half-life of the antibody. Each claim involved similar preambles: “A method of treating a patient by administering an anti-C5 antibody comprising . . . .” One of the independent claims was in Jepson form, whereas the other included a M+F limitation.

Following rejections by the examiner and the applicant’s appeal to the Patent Trial & Appeal Board, the Board entered new grounds of rejection finding both claims invalid under 35 U.S.C. § 112, ¶1 (written description) and affirmed the examiner’s rejection of the claims for obviousness-type double patenting. The Board also entered a new ground of rejection finding the claim including the M+F claim element indefinite under 35 U.S.C. § 112, ¶2. Following the applicant’s appeal to the Federal Circuit, the PTO took the unusual step of petitioning the Federal Circuit to “administratively remand [the case] to the Office in order to convene an Appeals Review Panel to clarify the Office’s position on the proper analysis of ‘Jepson-format and means-plus-function claims in the field of biotechnology, and particularly in the antibody art’ and ‘to issue a revised decision.’”

On remand, the panel affirmed the Board’s determinations that written description was lacking but overturned the Board’s finding of indefiniteness for the claim including the M+F element. In doing so, the panel offered useful commentary on the invalidity standard for M+F claim elements as well as the implications that a limiting preamble may have on invalidity.

The panel found the “treating a patient” preamble recitation limiting in both claims. For the Jepson claim, the preamble was per se limiting. However, the panel went on to find that, even independent of the Jepson claim format, the “treating a patient” phrase would be limiting. Outside the Jepson context, the panel characterized the inquiry of determining whether a preamble limits the body of the claim as a highly contextual one. According to the panel, the “treating a patient” term did not merely provide “circumstances in which the method may be useful” but instead constituted “the raison d’être of the claimed method itself.” The “treating a patient” language was necessary to “give life, meaning, and vitality” to limitations in the body of the claim involving increasing the in vivo half-life of the antibodies and administering the antibodies.

Having determined that the “treating a patient” recitation was limiting, the panel found that the limitation was overbroad compared to the scope of the patent’s disclosure, and thus the Jepson format claim lacked adequate written description. Read in light of [...]

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Sour Grapes: Winery Minority Ownership Insufficient for Statutory Standing at Trademark Board

by | May 30, 2024 |

The US Court of Appeals for the Federal Circuit affirmed the dismissal of a petition seeking to cancel the registered marks of two wineries, finding the petitioner (a trust owning an interest in a competitor winery) lacked statutory standing under 15 U.S.C. § 1064. Luca McDermott Catena Gift Trust v. Fructuoso-Hobbs SL, Case No. 23-1383 (Fed. Cir. May 23, 2024) (Lourie, Reyna, Chen, JJ.) (en banc). The Court found that while the cancellation petitioner, Luca McDermott, had Article III standing to seek judicial review of the Trademark Trial & Appeal Board’s decision, it did not have statutory standing under the Lanham Act to petition for cancellation of the registrations at issue.

Paul Hobbs is a winemaker and partial owner of California-based Paul Hobbs Winery. The Paul Hobbs Winery owns the registration for the PAUL HOBBS mark in International Class 33 for “Wines.” Luca McDermott and two other related family trusts are each limited partners of the winery, collectively owning more than 21% of the business. Paul Hobbs is also affiliated with two other wineries: Fructuoso-Hobbs, a Spanish winery and owner of the registered mark ALVAREDOS-HOBBS, and New York winery Hillick & Hobbs Estate, owner of the registered mark HILLICK AND HOBBS. Both marks are registered in International Class 33 for “Alcoholic beverages except beers; wines.”

Luca McDermott and the other two family trusts petitioned to cancel both of the registered marks on the grounds of likelihood of confusion, alleging that the use of the ALVAREDOS-HOBBS and HILLICK AND HOBBS marks in connection with wine was likely to cause confusion with the Paul Hobbs Winery’s use of the PAUL HOBBS mark for wine. The trusts also alleged that Fructuoso-Hobbs committed fraud because it caused its lawyer, the same lawyer of record who managed the registration of the Paul Hobbs Winery’s PAUL HOBBS mark, to declare that the marks would not be likely to cause confusion with another mark.

Fructuoso-Hobbs moved to dismiss the petition, arguing that the family trusts were not entitled by statute to bring the cancellation action because they were not the owners of the PAUL HOBBS mark. Fructuoso-Hobbs also argued that the trusts could not show they had the necessary “proprietary interest” to bring the likelihood of confusion claim. The Board granted the motion to dismiss. Luca McDermott, one of the three trusts in the original action, appealed.

Before it could review de novo the Board’s decision regarding the trust’s lack of standing under the Lanham Act, the Federal Circuit addressed whether the trust had Article III standing to seek judicial review of the Board’s decision. The Court had little trouble concluding that the alleged injury (i.e., the diminished value of the trust’s investment in the winery) constituted an individual injury-in-fact, even for a minority partner. Furthermore, the Court found that the causation requirement was satisfied because the constitutional standard did not require proximate causation but only that the injury be “fairly traceable” to the allegedly unlawful registration of the challenged marks. Finally, the Federal Circuit found it [...]

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No Attorneys’ Fees Available for Successful IPR in Parallel Court Proceedings

by | May 30, 2024 |

The US Court of Appeals for the Federal Circuit concluded that a party that voluntarily elects to pursue parallel proceedings before the Patent Trial & Appeal Board and the district court is not entitled to recover attorneys’ fees under 35 U.S.C. § 285 (exceptional case doctrine) in connection with the Board proceedings, nor does § 285 entitle a party to hold opposing counsel jointly and severally liable for fees. Dragon Intellectual Property LLC v. Dish Network L.L.C., Case Nos. 2022-1621; -1777; -1622; -1779 (Fed. Cir. May 20, 2024) (Moore, C.J.; Stoll, J.) (Bencivengo, J., dissenting).

Dragon sued DISH Network, Sirius XM Radio (SXM) and eight others for patent infringement. The district court stayed proceedings as to DISH and SXM while they pursued inter partes review (IPR) but proceeded with claim construction for the other defendants. Following claim construction, all parties stipulated to noninfringement, and the district court accordingly entered a noninfringement judgment that was subsequently vacated following appeal to the Federal Circuit. Following the Board’s determination that the asserted claims were unpatentable, DISH and SXM filed a motion for attorneys’ fees in the district court proceeding. The district court granted the motion for time spent litigating the district court case but denied for fees incurred solely during the IPR proceedings and recovery from Dragon’s former counsel. DISH and SXM appealed the denial-in-part, and Dragon cross-appealed the grant-in-part.

The Federal Circuit affirmed the district court’s grant-in-part, finding that the district court did not abuse its discretion in declaring these cases exceptional. The Federal Circuit explained that the vacated noninfringement judgment did not require the district court to ignore its claim construction order in determining exceptionality. The Court further explained that even though Dragon was not entitled to a claim construction “do-over,” the prosecution history disclaimer issue was independently considered during the exceptionality inquiry, and Dragon did not provide any grounds for the conclusion that this constituted an inadequate inquiry.

The Federal Circuit also affirmed the denial of attorneys’ fees with regard to fees incurred during the IPR proceedings and Dragon’s former counsel’s liability for fee awards under § 285.

First, the Federal Circuit rejected DISH and SXM’s argument that § 285 allows recovery of fees incurred during parallel IPR proceedings, principally on the grounds that the IPR proceedings were pursued voluntarily. The Court reasoned that there are many advantages to leveraging IPR proceedings and, therefore, “where a party voluntarily elects to pursue an invalidity challenge through IPR proceedings, we see no basis for awarding IPR fees under § 285.”

Second, the Federal Circuit relied on the statutory text and determined that liability for attorneys’ fees awarded under § 285 does not extend to a party’s counsel. The Court explained that while other statutes explicitly allow parties to recover costs and fees from counsel, § 285 is silent as to who can be liable for a fee award, and therefore it is reasonable to conclude that fees cannot be assessed against counsel.

Sitting by designation, Judge Bencivengo of the US District Court for the Southern District of California dissented [...]

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Section 337 Doesn’t Require Article III Standing for Claimant but Claimant Must Be “Patentee”

by | May 30, 2024 |

Addressing an initial determination by an administrative law judge (ALJ) granting summary determination and terminating a Section 337 investigation for lack of Article III standing, the US International Trade Commission reversed and held that Section 337 does not require claimants to have Article III standing. Certain Active Matrix Organic Light-Emitting Diode Display Panels and Modules for Mobile Devices, and Components Thereof, Inv. No. 337-TA-1351, Commission Opinion (May 15, 2024).

In late 2022, Samsung Display filed a complaint seeking to institute a Section 337 investigation based on its infringement allegations regarding four patents and seeking an exclusion order against replacement displays sold by various companies. In late 2023, on the eve of the evidentiary hearing, the ALJ granted the respondents’ motion for summary determination that the complainant lacked constitutional standing because Samsung Display had granted its parent company, Samsung Electronics Co., an implied license to the asserted patents with an unrestricted right to sublicense. Samsung Display petitioned for Commission review. On review, the Commission reversed.

The Commission first noted that because it’s an administrative tribunal and not an Article III court, the “case or controversy” requirement does not apply to parties before it and standing is instead based on its governing statute. The Commission acknowledged its previous decisions where it had applied a constitutional standing requirement and expressly overruled those decisions. It further noted that its statute does not include the “patentee” requirement of 35 U.S.C. § 281 that applies to plaintiffs in district court actions but reiterated its long-standing practice of requiring a complainant be the owner or exclusive licensee of the asserted patent(s) at the time of filing the complaint.

The Commission held that there were genuine issues of material fact as to whether Samsung Display was a “patentee” when it filed the complaint. The Commission found there was an open question as to whether Samsung Electronics actually had a right to sublicense without Samsung Display’s explicit or implicit authorization. The Commission thus remanded the investigation to the ALJ to conduct further proceedings to develop the factual record.



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Getting to the Core of It: Assignment Clause Is Ambiguous

by | May 30, 2024 |

The US Court of Appeals for the Federal Circuit vacated and remanded a district court’s grant of summary judgment, finding that the language used in an invention assignment clause was subject to more than one reasonable interpretation (i.e., ambiguous) and thus remand was necessary for further fact finding. Core Optical Tech., LLC v. Nokia Corp., Case Nos. 23-1001; -1002; -1003 (Fed. Cir. May 21, 2024) (Dyk, Taranto, JJ.) (Meyer, J., dissenting).

Core Optical filed complaints against three groups of defendants alleging patent infringement. The lead defendant, Nokia, moved for summary judgment, arguing that Core Optical did not have standing to bring the patent infringement suit. Nokia argued that by virtue of an invention assignment clause in an employment-related agreement signed in 1990, the inventor, Dr. Core, had assigned the patent rights to TRW, his employer at the time of the invention. In the agreement, Dr. Core “agreed to disclose to TRW and automatically assign to TRW all of his inventions that ‘relate to the business or activities of TRW’ and were ‘conceived, developed, or reduced to practice’ during his employment with TRW.” Nokia argued that by virtue of that earlier assignment, the subsequent assignment to Core Optical was ineffective. The agreement had a carveout from the assignment for inventions “developed entirely on [Dr. Core’s] own time” that was unrelated to his work for TRW. According to Nokia, based on the assignment, Core Optical did not have standing to assert the patent. The district court agreed and granted Nokia’s motion for summary judgment. Core Optical appealed.

The Federal Circuit reviewed the district court’s grant of summary judgment de novo, following Ninth Circuit and California law relating to the underlying contract dispute and related factual determinations. Under California law, the “fundamental goal of contractual interpretation is to give effect to the mutual intention of the parties” (citing City of Atascadero v. MLPF&S (1998)). In granting summary judgment, the district court had held that the 1990 invention assignment agreement’s carveout did not encompass Dr. Core’s PhD research, which undisputedly led to the invention claimed in the patent. That finding was based in part on the TRW fellowship program that supported and enabled Dr. Core’s PhD work. However, Core Optical presented evidence that “Dr. Core was careful not to work on his PhD research while ‘on the clock’ at TRW and not to use TRW equipment, facilities, or supplies when working on his PhD research.”

The Federal Circuit disagreed with the district court that the matter was subject to resolution on summary judgment. The Court agreed with Core Optical that the “entirely-own-time” phrase did not unambiguously express a mutual intent to designate all the time Dr. Core spent performing his PhD research as his own time or, as Nokia argued, to indicate that some of the time Dr. Core spent performing his PhD research was partly TRW’s time (as the district court held). The Federal Circuit walked through the undisputed facts, including that Dr. Core sought funding from TRW for his PhD research and [...]

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Second Circuit Tells Rapper to Face the Music for Failing to Register the Work

by | May 23, 2024 |

The US Court of Appeals for the Second Circuit affirmed the dismissal of a copyright infringement claim by one rap artist against another on the grounds that the plaintiff failed to register the work in question. The Court emphasized the distinction between a musical work and a sound recording of that work, noting that they are separately copyrightable and require separate registrations. Nwosuocha v. Glover, Case No. 23-703 (2d Cir. May 10, 2024) (Jacobs, Park, Nathan, CJ.) (per curium) (nonprecedential)

In fall 2016, the rapper Emelike Nwosuocha, who goes by Kidd Wes, wrote and published a song called “Made in America.” In May 2017, Kidd Wes registered an album that included “Made in America” with the US Copyright Office and was issued a sound recording registration. In 2018, the rapper Donald Glover, known as Childish Gambino, released the song “This is America.” The song won in all four of its nominated categories at the 61st Grammy Awards in 2019: Song of the Year, Record of the Year, Best Rap/Sung Performance and Best Music Video. Kidd Wes then filed a complaint in the US District Court for the Southern District of New York against Glover and his music labels, alleging infringement of his copyright.

A valid copyright registration is a prerequisite to suit under 17 U.S.C. § 411(a). Here, Kidd Wes only registered his copyright for the sound recording of “Made in America,” not for the musical work itself. Since his infringement allegations concerned the work and not the recording of the work, the district court granted Childish Gambino’s motion to dismiss the claim for failure to register the copyright at issue. The court also dismissed the claim for the independent reason that Childish Gambino’s song did not infringe.

Kidd Wes appealed, arguing that § 411(b) permits suit “regardless of whether the certificate [of registration] contains any inaccurate information,” unless the inaccuracy was knowing or material, and that the distinction between a sound recording and a musical work is an administrative classification imposed by the Register of Copyrights and therefore has “no significance with respect to the subject matter of copyright or the exclusive rights provided by [Title 17 of the United States Code].”

The Second Circuit rejected both lines of argument. First, the Court noted that failing to register the musical work “Made in America” is not the same as accidentally including inaccurate information on the registration form. The Court explained that “the difference between forgiving technical mistakes in a copyright application and allowing applications to create registrations in material never mentioned” is an important distinction, and they should not be conflated.

Second, the Second Circuit noted that the distinction between a musical work and a sound recording of that work is not just an administrative classification, but a distinction created by statute. (17 U.S.C. §§ 102(a)(2) and (a)(7).) The distinction is important, the Court explained, because “sound recordings and musical works are different artistic works that can be copyrighted by different creators and are infringed in different ways.”

Having [...]

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