- PTAB · Jan 14, 2026 · PGR2025-00059 · APJ Devon Zastrow Newman · PGR · Institution
The Board instituted post-grant review of claims 1–4 on all four asserted grounds, finding a sufficient preliminary showing of obviousness and lack of enablement.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“V. CONCLUSION Petitioner has, at this stage, established that it will more likely than not prevail in showing that at least one of the challenged claims is unpatentable. This determination is, however, based on a preliminary record and is not final on any issues of patentability. We will make a final determination on the patentability of the challenged claims, as necessary and applying the preponderance of the evidence standard, based on a fully developed record through trial. VI. ORDER In consideration of the foregoing, it is hereby: ORDERED that, pursuant to 35 U.S.C. § 324(a) post grant review of claims 1–4 of the ’233 patent is hereby instituted on the grounds set forth in the Petition, commencing on the entry date of this Order, and pursuant to 35 U.S.C. § 324(d) and 37 C.F.R. § 42.4, notice is hereby given of the institution of a trial; and” slip op. at 40
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner does not proffer a description of a POSA. See generally, Prelim. Resp. For the purposes of this decision, on the record at this time, we find that Petitioner’s definition appears consistent with the level of skill shown in the prior art references of record, and apply it herein. See Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). We invite the parties to further address the definition of a POSA during trial should they find it necessary.” slip op. at 7
- Expert testimonyPetitioner expert discountedDecided for patent owner
“In addition, the opinion stated in the Pomper Declaration that “the term of ‘low molecular weight’ is well accepted in the chemical arts” and the declarant “recognize[s] that low molecular weight compounds would have a molecular weight of typically from about 50 Daltons to about 1,500 Daltons” is offered by a co-inventor. We, as factfinder, have discretion to weigh the credibility of expert witnesses and to give each item of evidence such weight as appropriate. See In re Am. Acad. of Sci. Tech Ctr., 367 F.3d 1359, 1368 (Fed. Cir. 2004) (“[T]he Board is entitled to weigh the declarations and conclude that the lack of factual corroboration warrants discounting the opinions expressed in the declarations.”). In this case, we find that the published references on metabolites do not support the opinion. In re Am. Acad. of Sci. Tech Ctr., 367 F.3d at 1368 (“[T]he Board is entitled to weigh the declarations and conclude that the lack of factual corroboration warrants discounting the opinions expressed in the declarations.”) US-121, of which Dr. Pomper is lead inventor, also uses the term “low molecular weight”—without further characterization of the term—and is uninformative as to the meaning of the term. See Ex. 1006, ¶ 12. In addition, Patent Owner’s definition does not appear to apply to all compounds claimed in US-121.5” slip op. at 11
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“limited to Patent Owner’s proposed “from about 50 Daltons to about 1,500 Daltons.” The cited evidence relied on in the Pomper Declaration to define “low molecular weight” as a term well accepted in the chemical arts relates to metabolomics and metabolites. See Ex. 1002, 169, (specifically, ¶ 17 of Dr. Pomper’s declaration). Patent Owner admits that Dr. Pomper’s testimony is about molecules that differ from the claimed imaging and radiotherapeutic agents targeting FAP-α, but argues that the testimony is still relevant for purposes of explanation. Prelim Resp. 21. While it may be relevant, the testimony is not persuasive in light of the Specification. We find the uncontested fact that several of the B moieties alone—without the A moiety or L linker—specifically identified in the ’233 patent fall outside of Patent Owner’s proposed definition persuasive, as we normally do not interpret claim terms in a way that excludes examples disclosed in the specification. See, e.g., Verizon Servs. Corp. v. Vonage Holdings Corp., 503 F.3d 1295, 1305 (Fed. Cir. 2007) (rejecting proposed claim interpretation that would exclude disclosed examples in the specification). The cases cited by Patent Owner supporting that a claim term may be construed to exclude embodiments where the prosecution history supports such construction are factually distinguishable from the instant case as they regard instances of specific prosecution history disclaimer, clear prosecution disavowal, or relate to a specific definition of the terms in the Specification for the term being construed. Here, “low molecular weight” is not defined in the Specification, but, as Petitioner argues (see Pet. 21–25) is characterized as “demonstrat[ing] faster pharmacokinetics and a higher specific signal within clinically convenient times after administration” and that it “can be synthesized in radiolabeled form more easily.” Ex.1001, 13:33–50, 14:56– 16:14, 17:9–20. We are persuaded by the testimony of Dr. Zeglis, Petitioner’s declarant, that compounds weighing over 1500 Da may share those same behaviors, along with certain identified B moieties disclosed as embodiments. See Ex. 1003 ¶ 83.” slip op. at 10
Claim construction§ 103 obviousness§ 112 disclosurecites KSR · GrahamPatents in suitUS 12,115,233 - PTAB · Nov 13, 2025 · IPR2025-00805 · APJ Eric C Jeschke · IPR · Institution
The Board instituted IPR on claims 1–24 and all asserted grounds, finding a reasonable likelihood that Petitioner would prevail on at least one challenged claim.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“review. See 35 U.S.C. § 314; 37 C.F.R. § 42.4(a) (2024) (“The Board institutes the trial on behalf of the Director.”). Inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314. Upon consideration of the evidence and arguments in the record, for the reasons below, we determine that the information presented shows a reasonable likelihood that Petitioner would prevail with respect to at least one of the challenged claims. We thus institute inter partes review on all challenged claims on all asserted grounds. See SAS Inst. Inc. v. Iancu, 584 U.S. 357, 362–63, 369–70 (2018); 37 C.F.R. § 42.108(a) (“When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim.”).” slip op. at 2
- PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsNot reached
“C. Patent Owner’s Arguments Under 35 U.S.C. § 325(d) In the Preliminary Response, Patent Owner contends that Petitioner’s unpatentability arguments presented in this proceeding were previously considered by the USPTO. See Prelim. Resp. 31–33. In her decision referring this matter to the Board, then-Acting Director Stewart rejected that argument. See Paper 20 at 2–3 (discussing why “Petitioner provides persuasive reasoning, supported by evidence, that discretionary denial under 35 U.S.C. § 325(d) is not appropriate”); see also Prelim. Resp. 31–33 (referring to and citing Patent Owner’s Discretionary Denial Brief (Paper 8)). We need not and do not address this issue further.” slip op. at 15
- Skill levelSkill level petitioner adoptedDecided for petitioner
“For purposes of this Decision, we adopt the definition of the level of ordinary skill in the art proposed by Petitioner. As to the inclusion of physics in Petitioner’s definition, Dr. Singhose (a professor of mechanical engineering) testifies as to why undergraduate mechanical engineering degree holders would have the requisite knowledge here, but does not testify that undergraduate physics degree holders would not. See Singhose Decl. ¶¶ 2, 27, 28. In addition, Patent Owner and Dr. Singhose require “a four-year degree in mechanical engineering or a closely related field,” but fail to identify what fields are “closely related.” See Prelim. Resp. 11; Singhose Decl. ¶ 27. Based on the Morse Declaration, we are persuaded at this stage that a hypothetical undergraduate physics degree holder would have adequate knowledge for one of ordinary skill in the art of the invention here. See Morse Decl. ¶ 31. As to the requisite years of experience proposed in the definitions— three for Petitioner versus “at least one” for Patent Owner—we note that Patent Owner’s definition is broader than, but includes, Petitioner’s definition. Moreover, for both the inclusion of physics and the years of experience issues, Patent Owner acknowledges that the arguments in the Preliminary Response “are not impacted based on which definition is applied.” Prelim. Resp. 12 (citing Singhose Decl. ¶¶ 30–34). Further, Patent Owner does not argue at this stage that Petitioner’s proposal for the level of ordinary skill leads to an improper understanding of how a skilled artisan would understand either the challenged patent or the prior art.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“B. Claim Construction In inter partes reviews, the Board interprets claim language using the same claim construction standard that would be used in a civil action under 35 U.S.C. § 282(b), as described in Phillips v. AWH Corp., 415 F.3d 1303 (Fed. Cir. 2005) (en banc). See 37 C.F.R. § 42.100(b). Under that standard, we generally give claim terms their ordinary and customary meaning, as would be understood by a person of ordinary skill in the art at the time of the invention, in light of the language of the claims, the specification, and the prosecution history. See Phillips, 415 F.3d at 1313–14. Although extrinsic evidence, when available, may also be useful when construing claim terms under this standard, extrinsic evidence should be considered in the context of the intrinsic evidence. See id. at 1317–19. Petitioner does not propose express constructions for any claim terms. Pet. 12. Patent Owner also does not propose any express constructions. See Prelim. Resp. 12. On the current record, we need not construe explicitly any claim terms. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)). As discussed below, however, the parties dispute the meaning of “gaseous fuel.” We address this issue below in the analysis of the challenge to claims 1–3, 5–9, and 18 based on Nakafushi and Olmr.” slip op. at 12
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites PhillipsPatents in suitUS 10,393,034 - PTAB · Oct 16, 2025 · IPR2025-00711 · APJ Linda E Horner · IPR · Institution
The Board instituted IPR on claims 1, 2, 4–7, 9, 11–13, 15, 19, 23, 24, and 29 based on a reasonable likelihood of success on the § 103 challenges.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“Under 35 U.S.C. § 314(a), an inter partes review may not be instituted unless the information presented in the petition and the preliminary response shows “there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Upon consideration of the Petition and the Preliminary Response, and for the reasons explained below, we determine that Petitioner has shown a reasonable likelihood that it would prevail with respect to at least one of the challenged claims. Thus, we grant the Petition and institute an inter partes review of claims 1, 2, 4–7, 9, 11‒13, 15, 19, 23, 24, and 29 of the ’164 patent.” slip op. at 2
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Cir. 2012). “The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (alteration in original) (quoting Vivid Techs., Inc. v. Am. Sci. Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)). Petitioner argues that it is not necessary for us to provide an express construction for any claim term because the Petition “establishes the prior art meets each claim limitation under any reasonable construction.” Pet. 13. Patent Owner similarly submits that we “need not construe any terms at this stage, because under any reasonable construction of the claim terms, the prior art fails to disclose or suggest the claimed features.” Prelim. Resp. 9. At this stage of the proceeding, we do not need to expressly construe any claim terms to determine whether Petitioner showed a reasonable likelihood of prevailing as to its challenge of at least one challenged claim.” slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundInstituted
“Kelly discloses that game processor 12 implements the functions of game unit 10 during a game process and includes several input and output functions (Ex. 1005, 9:15–18), including: The game processor controls the game apparatus by receiving inputs from a player, from other game apparatuses, from a server (described below), from a progressive bonus apparatus, and from other sources. The game processor also controls output signals to update the game process when appropriate. In addition, the game processor controls the redemption system of the present invention by calculating when prizes are awarded, calculating and updating prize lists and prize costs, and other functions, as described below. Ex. 1005, 9:18–27. As to the redemption system, Kelly discloses prize table 480 that is displayed to the operator. Ex. 1005, 34:64–65, Fig. 9a. In one embodiment, the operator can adjust prize characteristics for the game unit and any linked game units. Id. at 35:1–2. Kelly also discloses an alternative embodiment, however, in which selection of a specific prize from the table 480 can be based on random and/or statistical determination. Id. at 36:48–49. In this alternative embodiment, “random determination of whether a particular prize is to be awarded is also modified by statistical information to create a ‘best fit’ of prizes awarded according to the operator’s desired odds.” Id. at 36:63–66. awarded every 8,000 games, so if it is randomly determined that a third video console is to be awarded within, for example, the 3000th game, then a different prize, e.g., the next most valuable prize, can be awarded so that the desired odds are better met. Id. at 37:1–9. Thus, we find Petitioner has set forth sufficient evidence to show a reasonable likelihood that Kelly’s game processor can modify the variable parameters of the prizing structure to meet the mandated parameters of the desired odds, as called for in limitation [1.c.v].” slip op. at 23
- Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportReference is prior artOther
“To remove Walker as prior art under §§ 102(a) and 102(e), Patent Owner must show either it reduced the invention to practice prior to Walker’s effective date, or that it invented prior to Walker’s effective date. In the case of the latter, Patent Owner must demonstrate conception prior to May 1, 2003, and reasonably continuous diligence throughout the entire critical period, which begins just prior to the Walker’s effective date and ends on the date of the invention’s actual or constructive reduction to practice. Patent Owner provides evidence purporting to show that it conceived of the invention prior to May 1, 2003. Patent Owner has not asserted that this evidence demonstrates actual reduction to practice, nor do we have sufficient evidence at this stage to make that determination. Further, Patent Owner’s earliest possible constructive reduction to practice (September 1, 2004) does not pre-date Walker’s effective date. Thus, at this stage, Patent Owner would need to show it invented prior to Walker’s effective date through evidence of conception and reasonable diligence to remove Walker as prior art. At this stage of the proceeding, without Patent Owner’s evidence of diligence, Patent Owner has not provided sufficient evidence to show that Petitioner fails to show a reasonable likelihood of prevailing in establishing that Walker is prior art. This issue of whether Walker is prior art to the ’164 patent will benefit from further development of the record during the trial proceeding.” slip op. at 31
Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · GrahamPatents in suitUS 11,335,164 - PTAB · Oct 16, 2025 · IPR2025-00712 · APJ James A Tartal · IPR · Institution
The Board instituted inter partes review of claims 1, 3–9, 13, 17, 18, 23, 25, 26, 28, and 29 on all asserted grounds, finding a reasonable likelihood of prevailing on claim 1 over Walker.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“review. 35 U.S.C. § 314(b) (2018); 37 C.F.R. § 42.4(a) (2025). An inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Upon institution of inter partes review, the review proceeds “on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Based on our consideration of the Petition, the Preliminary Response, and the evidence of record, we conclude that the information demonstrates a reasonable likelihood that Petitioner would prevail in showing the unpatentability of at least one of the Challenged Claims. Accordingly, we institute an inter partes review as to the Challenged Claims of the ’279 patent on all grounds asserted in the Petition.” slip op. at 2
- Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportPriority date awardedOther
“application filed November 12, 2021, that asserts the benefit of a series of applications, the earliest of which was filed September 2, 2003. Ex. 1001, codes (22), (45), (60). Petitioner asserts that the Challenged Claims of the ’279 patent “are entitled to an effective filing date of no earlier than September 2, 2003,” consistent with the date of the earliest application identified by the ’279 patent.9 See Pet. 6. For purposes of our analysis on the current record, in this Decision we apply September 2, 2003, as the priority date of the Challenged Claims.” slip op. at 18
- Obviousness (§103) › Motivation to combine / reasonable expectation of successInstituted
“independent claim 1. Pet. 32–63. Petitioner relies on the testimony of Mr. Crevelt in support of its contentions with respect to claim 1. Ex. 1003 ¶¶ 234–286. Further, according to Petitioner, “[n]o findings regarding motivation to combine or reasonable expectation of success are necessary with a single reference ground,” but Walker “teaches that the features of the embodiments are options that can be combined.” Pet. 42 n.6 (citing Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1372–73 (Fed. Cir. 2019). At this stage, Patent Owner does not contest Petitioner’s proffered assertions about the” slip op. at 20
§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,393,279 - PTAB · Oct 16, 2025 · IPR2025-00708 · APJ James A Tartal · IPR · Institution
The Board instituted IPR on all challenged claims and grounds, finding a reasonable likelihood that claims 1, 3–5, 12, 13, 18–20, 22, 24–26, 29, 42, 44–47, and 50 are unpatentable over Walker and Schneier.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“We have authority to determine whether to institute an inter partes review. 35 U.S.C. § 314(b) (2018); 37 C.F.R. § 42.4(a) (2025). An inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Upon institution of inter partes review, the review proceeds “on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Based on our consideration of the Petition, the Preliminary Response, and the evidence of record, we conclude that the information demonstrates a reasonable likelihood that Petitioner would prevail in showing the unpatentability of at least one of the Challenged Claims. Accordingly, we institute an inter partes review as to the Challenged Claims of the ’336 patent on all grounds asserted in the Petition.” slip op. at 2
- Skill levelSkill level board ownOther
“B. Level of Ordinary Skill in the Art At this stage of the proceeding, there is no evidentiary dispute about the level of ordinary skill in the art.8 Based on the testimony of Mr. Crevelt, we determine that a person of ordinary skill in the art would have had at least a bachelor’s degree in computer science or computer engineering, with at least three years of experience in game development. Pet. 14 (citing Ex. 1003 ¶¶ 62–65). Additional experience could substitute for less education, and additional education could likewise substitute for less experience. Id. We determine that the level of ordinary skill in the art 7 Petitioner states that it is not aware of secondary considerations that affect the obviousness arguments it presents. Pet. 66. Patent Owner has not offered objective evidence of nonobviousness at this stage of the proceeding. 8 Patent Owner “disagrees with the proposed level of skill” but asserts that “under any level of skill a [person of ordinary skill in the art] would not understand the asserted Grounds to raise any unpatentability issues.” Prelim. Resp. 8. Thus, Patent Owner does not present evidence or arguments in its Preliminary Response related to the level of ordinary skill in the art. competence reflected in the ’336 patent Specification and the asserted prior art references, based on our review of the limited record.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“standard as would be used by a district court to construe a claim in a civil action involving the validity or infringement of a patent. 37 C.F.R. § 42.100(b). Under that standard, claim terms are given their ordinary and customary meaning, as would have been understood by a person of ordinary skill in the art at the time of the invention, in light of the language of the claims, the specification, and the prosecution history of record. Id.; see also Phillips v. AWH Corp., 415 F.3d 1303, 1312–19 (Fed. Cir. 2005) (en banc); Thorner v. Sony Comput. Entm’t Am. LLC, 669 F.3d 1362, 1365–66 (Fed. Cir. 2012). “The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (alteration in original) (quoting Vivid Techs., Inc. v. Am. Sci. Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)). Petitioner argues that it is not necessary for us to provide an express construction for any claim term because the Petition “establishes the prior art meets each claim limitation under any reasonable construction.” Pet. 14–15. Patent Owner similarly submits that we “need not construe any terms at this stage, because under any reasonable construction of the claim terms, the prior art fails to disclose or suggest the claimed features.” Prelim. Resp. 8. At this stage of the proceeding, we do not need to expressly construe any claim terms to determine whether Petitioner showed a reasonable likelihood of prevailing as to its challenge of at least one challenged claim.” slip op. at 12
- Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportPriority date awardedOther
“an application filed September 20, 2010, that asserts the benefit of an application filed September 2, 2003. Ex. 1001, codes (22), (45), (54), (62). Petitioner asserts that the Challenged Claims of the ’336 patent “are entitled to an effective filing date of no earlier than September 2, 2003,” consistent with the date of the earliest application identified by the ’336 patent.9 See Pet. 7. For purposes of our analysis on the current record, in this Decision we apply September 2, 2003, as the priority date of the Challenged Claims. Walker was filed on May 1, 2003, and refers back to a provisional application filed on May 6, 2002, but Walker was not published until January 1, 2004. Ex. 1006, codes (22), (43), (60). Thus, Petitioner fails to show on the current record how, under pre–AIA 35 U.S.C. § 102(a), Walker discloses an invention that was described in a printed publication in this country before the invention thereof by the Patent Owner, because Walker was published after the applied priority date of the Challenged Claims of the’336 patent.” slip op. at 17
Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,529,336 - PTAB · Oct 8, 2025 · IPR2025-00629 · APJ Scott C Moore · IPR · Institution
The Board instituted IPR of claims 1–20 on all asserted grounds, finding a reasonable likelihood that claim 1 is obvious over Beard and Laufer.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“We may institute an inter partes review when “the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). If we institute an inter partes review, the trial must encompass all claims and grounds identified in the Petition. 37 C.F.R. § 42.108(a) (“When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim.”). For the reasons set forth below, we conclude that there is a reasonable likelihood that Petitioner will prevail in establishing the unpatentability of one or more claims of the ’711 Patent. We, therefore, institute inter partes review of claims 1–20 on the grounds identified in the Petition. B.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that one of ordinary skill in the art would have had the following qualifications: [E]ither (1) a Bachelor of Science in Mechanical Engineering, Electrical Engineering, Aerospace engineering, or an equivalent field, as well as at least 2 years of academic or industry experience in the aerospace or avionics fields, or (2) at least four years of experience in any of the above industries. 1 The Leahy-Smith America Invents Act (“AIA”) included revisions to 35 U.S.C. §§ 102 and 103 that became effective on March 16, 2013. Because the applications from which the ’711 Patent claims priority were all filed after this date, the post-AIA version of §103 applies. See Ex. 1001, codes (60), (63). 2 U.S. Patent No. 9,769,387 B1, iss. Sept. 19, 2017 (Ex. 1009). 3 U.S. Patent App. Pub. No. 2017/0059692 A1, pub. Mar. 2, 2017 (Ex. 1010). 4 U.S. Patent App. Pub. No. 2012/0106800 A1, pub. May 3, 2012 (Ex. 1021). 5 U.S. Patent App. Pub. No. 2017/0161911 A1, pub. June 8, 2017 (Ex. 1007). 6 U.S. Patent App. Pub. No. 2013/0301905 A1, pub. Nov. 14, 2013 (Ex. 1024). 7 U.S. Patent App. Pub. No. 2012/0004844 A1, pub. Jan. 5, 2012 (Ex. 1025). 8 PCT App. Pub. No. WO 2017/123477 A1, pub. July 20, 2017 (Ex. 1022). 9 U.S. Patent App. Pub. No. 2017/0160751 A1, pub. June 8, 2017 (Ex. 1005). Pet. 8 (citing Ex. 1003 ¶¶ 50–54). Patent Owner does not presently dispute Petitioner’s proposed formulation. See generally Prelim. Resp. For purposes of this Decision, we adopt and apply Petitioner’s formulation regarding the level of ordinary skill in the art because it is (1) consistent with the ’711 Patent and the asserted prior art; and (2) it is supported by the testimony of Dr. Singhose. B.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner
“But the Detecting Limitations of claims 1, 19, and 20, merely require that a target be “detected.” The Detecting Limitations do not require that target detection be performed “aboard the reference UAV,” and claim 19 does not recite or require “machine learning.” Moreover, the Specification makes clear that the claims should not be limited to aspects of the disclosed embodiments, as Patent Owner proposes to do here. See, e.g., Ex. 1001, 2:56–59 (“The invention is described in connection with such embodiments, but the invention is not limited to any embodiment. The scope of the invention is limited only by the claims . . . .”) Patent Owner additionally fails to cite any lexicographic definition or clear and unambiguous disclaimer of claim scope sufficient to limit the claims in the manner it proposes. We, thus, are not persuaded that the Detecting Limitations require “applying aboard the reference UAV a machine learning model to the capture image for: (i) identifying a target in the captured image.”” slip op. at 8
- Disclosure Requirements (§112) › Written description (Ariad)Not entitled to earlier dateDecided for petitioner
“Priority Date of the Challenged Claims Petitioner contends that claims 1–20 of the ’711 Patent “should not have priority to the October 9, 2016 filing date of U.S. provisional [patent] application 62/405,972 due to a lack of written description support.” Pet. 3. Petitioner thus “assumes” a priority date of October 1, 2017 (the filing date of U.S. Provisional Patent Application No. 62/556,449) for purposes of this proceeding. Id. at n.2; see also Ex. 1003, code (60). Patent Owner does not presently dispute Petitioner’s contention that the ’711 Patent is not entitled to a priority date earlier than October 1, 2017. See generally Prelim. Resp. For purposes of this decision, we accept Petitioner’s undisputed contention that the ’711 Patent is not entitled to a priority date prior to 10 Any determination, no matter how designated in this Institution Decision (except our ultimate decision to institute), is preliminary and non-binding. Our Final Written Decision, based on a fully developed record of arguments and evidence, will state our binding determinations, findings, and conclusions. If a party disagrees with this preliminary construction, or any other determination set forth in this Institution Decision, that party should present its arguments at trial. The parties are reminded that any arguments not made during trial will be considered waived. Patent Owner is further reminded that arguments in the Preliminary Response are not preserved and will be considered waived at trial unless those arguments are re-raised in the Patent Owner Response. The parties are additionally reminded that arguments raised in subsequent briefing must be set forth in full in the briefs themselves, and may not be incorporated by reference from prior filings such as the Preliminary Response. See 37 C.F.R. § 42.6(a)(3). October 1, 2017.11 Accordingly, Petitioner has made a sufficient showing that all of the cited references qualify as prior art. See Pet. 4–6. D.” slip op. at 11
Claim construction§ 103 obviousness§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 10,514,711 - PTAB · Oct 8, 2025 · IPR2025-00525 · APJ Scott C Moore · IPR · Institution
The Board instituted review of claim 21 on all asserted grounds after finding a reasonable likelihood it is obvious over Beard.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). If we institute an inter partes review, the trial must encompass all claims and grounds identified in the Petition. 37 C.F.R. § 42.108(a) (“When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim.”). For the reasons set forth below, we conclude that there is a reasonable likelihood that Petitioner will prevail in establishing the unpatentability of claim 21, the sole challenged claim. We, therefore, institute inter partes review of claim 21 on the grounds asserted in the Petition. B.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“[E]ither (1) a Bachelor of Science in Mechanical Engineering, Electrical Engineering, Aerospace engineering, or an equivalent field, as well as at least 2 years of academic or industry experience in the aerospace, avionics, telecommunications, or electronic device manufacturing industry, or (2) at least four years of industry experience in any of the above industries. Pet. 21 (citing Ex. 1003 ¶ 47). Patent Owner does not presently dispute Petitioner’s proposed formulation. See generally Prelim. Resp. For 3 U.S. Patent App. Pub. No. US 2016/0253907 A1, published Sept. 1, 2016 (Ex. 1010). 4 PCT Pub. No. WO 2016/078093 A1, published May 26, 2016 (Ex. 1011). 5 PCT Pub. No. WO 2016/154949 A1, published Oct. 6, 2016 (Ex. 1012). 6 U.S. Pat. App. Pub. No. US 2016/0127890 A1, published May 5, 2016 (Ex. 1013). 7 PCT Pub. No. WO 2015/043123 A1, published Apr. 2, 2015 (Ex. 1014). purposes of this Decision, we adopt and apply Petitioner’s formulation regarding the level of ordinary skill in the art because it is (1) consistent with the ’959 Patent and the asserted prior art; and (2) it is supported by the testimony of Dr. Chowdhary. B.” slip op. at 5
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner
“But before describing the embodiments cited by Patent Owner, the Specification plainly states: “Any terms not expressly defined herein have their conventional meaning as commonly understood by those having skill in the relevant art(s).” Ex. 1001, 4:64–67. Thus, the Specification itself cautions against construing the claim terms such as “secure identifier” as limited to the scope of the disclosed embodiments. Here, Patent Owner has not cited any express definition of “secure identifier,” or identified any explicit disclaimer of claim scope that might justify narrowing the scope of this claim term to specific embodiments disclosed in the Specification. In the absence of such a definition or disclaimer, we are not persuaded that the scope of the claim term “secure identifier” should be limited to specific aspects of the preferred embodiments cited by Patent Owner. See Prelim. Resp. 7–14. On this record, and at this stage of the proceeding, we decline to adopt Patent Owner’s proposed construction and preliminarily construe “secure identifier” as “a credential that can be used to securely verify the identity of a device, such as an airborne object or ground-based transmitter.”8” slip op. at 10
- Disclosure Requirements (§112) › Written description (Ariad)Written description inadequateNot entitled to earlier dateDecided for petitioner
“’071 Application lack adequate written description support for the “secure identifier” claim limitation. For a patent claim to be entitled to the priority date of an earlier-filed application, the earlier application must provide complete written description support for the claim as required by 35 U.S.C. § 112(a). L.A. Biomedical Rsch. Inst. at Harbor-UCLA Med. Ctr. v. Eli Lilly & Co., 849 F.3d 1049, 1057 (Fed. Cir. 2017) (“L.A. Biomed”). To satisfy this requirement, the written description must “reasonably convey” to a person of ordinary skill in the art that the inventor had possession on the claimed priority date of each limitation of the later-claimed subject matter. L.A. Biomed, 849 F.3d at 1057. It is not enough that an earlier application’s disclosure “renders the later-claimed invention obvious;” as “the disclosure must describe the claimed invention with all its limitations.” L.A. Biomed, 849 F.3d at 1057. On this record, we agree with Petitioner that the ’153 Provisional and ’071 Application lack adequate written description support for the “secure identifier” limitation of claim 21. We have preliminarily construed “secure identifier” as “a credential that can be used to securely verify the identity of a device, such as an airborne object or ground-based transmitter.” See supra § II.B. As discussed above, the Specification of the ’959 Patent does not use the term “secure identifier,” but the Specification contains extensive discussion of the need for an identification credential that is secure (e.g., difficult for a bad actor to clone or impersonate). See, e.g., Ex. 1001, 1:56– 65 (discussing the need for a system that is difficult to “clone”), 10:20–49 (discussing the need “trust” between a drone and ground-based equipment, and the need for a way to verifying the drone’s credentials), 11:5–12:62 (disclosing the use of encryption and a rotating SSID to generate a secure identifier for a drone). None of the portions of the Specification cited above is present in the ’153 Provisional or the ’071 Application. See generally Ex. 1006, 1007. The ’153 Provisional and ’071 Application discuss the need for identifiers for low-altitude aircraft (see, e.g., Ex. 1006, 2; Ex. 1007, 9), but there is no discussion of any need for an identification credential to be secure or resistant to cloning or impersonation. See generally Ex. 1006, 1007. The ’153 Provisional and ’071 Application do not disclose the use of encryption, SSIDs (much less rotating SSIDs), or any other technologies for the purpose of verifying the authenticity of an identification credential. See generally id. Based on our review of the ’153 Provisional and ’071 Application, we preliminarily conclude that neither of these applications would have reasonably conveyed to a person of ordinary skill in the art that the inventor then had possession of the concept of the “secure identifier” that was later claimed in the ’959 Patent.” slip op. at 12
Claim construction§ 103 obviousness§ 112 disclosurecites Phillips · GrahamPatents in suitUS 10,713,959 - PTAB · Jun 11, 2025 · IPR2025-00261 · APJ Mitchell G Weatherly · IPR · Institution
Instituted IPR of claims 1–20 on all grounds after finding a reasonable likelihood that Haley anticipates claims 1, 7, 8, 17, and 20 and Haley with Lai renders the remaining claims obvious.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“Institution of an inter partes review is authorized by statute when “the information presented in the petition filed under section 311 and any response filed under section 313 shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Based on our review of the record,1 we conclude that Petitioner is reasonably likely to prevail with respect to at least one of the challenged claims.” slip op. at 2
- Other 314aInstitution denied discretionary otherDenied
“Patent Owner argues that we should discretionarily deny the Petition based on alleged deficiencies in the Petition. Specifically, Patent Owner argues that “even if arguments as to a few claims might have been properly presented in the Petition, a decision to institute here would require the Board to address—for the first time and with no Petitioner input—critical claim construction issues affecting nearly every claim” in contravention of the requirements of 37 C.F.R. § 42.104(b)(3). Prelim. Resp. 33–35. For the reasons discussed above, we are not persuaded on the current record that Petitioner has violated 37 C.F.R. § 42.104(b)(3), or that critical and unresolved claim interpretation issues justifying discretionarily denying the Petition exist. We, therefore, decline to deny institution on this basis. E. Claims 1, 7, 8, 17, and 20: Anticipation by Haley” slip op. at 11
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner
“1. Lifter The Petition contends that the “lifter” limitation is a means-plus- function limitation, Pet. 7, which Patent Owner does not dispute, Prelim. Resp. 10–14. Patent Owner argues, however, that Petitioner has “fail[ed] to identify any structure in the ’007 Patent to perform the claimed function.” Prelim. Resp. 10. We disagree. Petitioner identifies the structures in the Specification corresponding to the “lifter” as follows: The “lifter” (“lifter member”) of the ’007 patent includes a rotatable cam lifter 100 (yellow below left), with pin 104, 106, and 108 (green) on its face surface that engage protrusions 92 (blue) on the driver member 90 (orange). ’007 patent, 9:36–52, 16:39–53, Fig. 12. The ’007 patent also discloses two-pin variants: lifter members 465 and 480 in Figs. 31, 33. ’007 patent, 32:23–38, 32:56–33:4. Pet. 17. This identification of corresponding structure is sufficient to satisfy 37 C.F.R. § 42.104(b)(3). We also note that at this stage of the proceeding, Patent Owner does not dispute that Petitioner has correctly identified the corresponding structure. The parties may further address the proper interpretation of “lifter” at trial.” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner
“gas pressure system” recited in the preamble of independent claims 1 and 17. Prelim. Resp. 21–22. Patent Owner further argues that Petitioner, through its comparison of claims 1 and 17 to Haley, improperly implies that the “gas pressure system” can be “limited to a distinct portion of a power tool.” Id. at 23. Patent Owner contends that such an interpretation is improper because the “gas pressure system” must refer to “the entire system,” because the “structure of the claims themselves . . . include[s] . . . every component of the tool.” Id. We disagree. The “gas pressure system” recited in the preambles of claims 1 and 17 expressly refers to a system that is “for a power tool” and thus does not necessarily refer to “the entire” tool or “every component of the tool.” Ex. 1001, 39:6 (claim 1), 40:51 (claim 17). Neither claim 1 nor claim 17 recites, for example, the lifter or driver, which are required elements of an “entire” tool. Id. at 39:6–22 (claim 1), 40:51–67 (claim 17). The lifter and driver are introduced in dependent claims 2 and 18. Id. at 39:23–30 (claim 2), 41:1–9 (claim 18). Still other necessary components of a tool, e.g., a motor and power source, are introduced in dependent claims 5 and 19. Id. at 39:40–42 (claim 5), 41:10–13 (claim 19). By contrast to claims 1 and 17, independent claims 9 and 14 recite a “portable fastener driving tool” and expressly recite many necessary components of such a tool including the driver, lifter, prime mover, and power source. Id. at 39:54 (claim 9), 40:20 (claim 14). Accordingly, we find that the “gas pressure system” of claims 1 and 17 broadly refers to a portion of a power tool rather than the “entire system” or “every component of the tool.” slip op. at 8
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips · KSRPatents in suitUS 11,034,007 - PTAB · Mar 24, 2025 · IPR2024-01235 · APJ Hubert C Lorin · IPR · Institution
The Board instituted IPR of claims 1–3, 6–11, and 14–16 on all proposed grounds after finding a reasonable likelihood of prevailing on the §103 ground over Mañosa and Patel.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“In an [inter partes review], the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016), 815 F.3d at 1363 (citing 35 U.S.C. § 312(a)(3) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)). This burden of persuasion never shifts to Patent Owner. See Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015) (discussing the burden of proof in inter partes review). slip op. at 8
- Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication establishedPrinted publication not establishedMixed
“[T]here is no presumption in favor of institution or in favor of finding a reference to be a printed publication under § 42.108(c) or any other authority. . . . [T]he burden is on the petitioner to identify with particularity evidence sufficient to establish a reasonable likelihood that the reference was publicly accessible before the critical date of the challenged patent, and therefore that there is a reasonable likelihood that it qualifies as a printed publication.” slip op. at 20
- Claim Construction › Intrinsic evidence (Phillips canons) › Specification disavowal / 'present invention' languageDisclaimer not foundDecided for petitioner
“May” expresses a possibility. The Specification reflects this interpretation of “may” when it states that “[i]n one embodiment, the organic material is not lyotropic. Thus, the organic material may not be a phospholipid.” Ex. 1001, 8:27–28 (emphasis added). One of ordinary skill would understand from this that the organic material “may not be” a phospholipid if the organic material is not lyotropic. It follows that if the organic material is lyotropic, then the organic material may be a phospholipid. Reading the statement “[t]he organic material may not be . . . a phospholipid” (id. at 8:59–63) in light of the earlier stated possibility that the organic material may be a phospholipid if the organic material is lyotropic, one of ordinary skill in the art would interpret “may not be” as excluding phospholipids under some conditions, not under all conditions. Taking the Specification’s discussion about phospholipids as exemplifying the permissive nature of the word “may,” we are unpersuaded that in stating that “[t]he organic material may not be [PMMA], a polyvinylidene difluoride-containing polymer, such as [PVDF] or PVDF- TrFE-CTFE, or a phospholipid, such as [DHPE]’” (Ex. 1001, 8:59–63), the specification “contains a clear and unmistakable disavowal of the compounds PMMA, PVDF, PVDF-TrFE-CTFE, and DHPE” and “disclaims the listed compounds” from the “organic material” of the claims under all conditions, as Patent Owner argues. Prelim. Resp. 6–7. Moreover, the claims themselves limit the “organic material” only to the extent that it is “barocaloric cooling or heating agent” and can perform in the manner claimed. See Ex. 1001, claim 1, supra. As broadly worded, the claims do not exclude PMMA, PVDF, PVDF-TrFE-CTFE, and DHPE per se from the group of organic materials employed by the claimed method. Adopting Patent Owner’s construction would impermissibly import a limitation (i.e., not exclude PMMA, PVDF, PVDF-TrFE-CTFE, and DHPE) into the claims. For the reasons stated, at this stage of the proceeding, we agree with Petitioner’s broad construction of “organic material.” We do not adopt Patent Owner’s proposed construction whereby PMMA, PVDF, PVDF- TrFE-CTFE, and DHPE are excluded from the scope of the claim term “organic material.” The parties are invited to address this issue further during trial, if desired. slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“Petitioner shows that (a) Mañosa (i.e., inorganic compounds such as Ni-Mn-In, Gd5Si2Ge2, and La-Fe-Co-Si) and (b) Patel (i.e., PVDF-TrFE- CTFE) teach materials exhibiting inverse BCEs. Pet. 59 (citing, inter alia, Ex. 1007, pages 4–8; Ex. 1009, 1, 4–5; Ex. 1004 ¶ 108). In our view, at this stage, Petitioner sufficiently shows (via the five reasons listed supra) why it would have been obvious to one of ordinary skill in the art to substitute the barocaloric cooling or heating agent of Patel for that taught in Mañosa, thereby reaching the claimed method with a reasonable expectation of success. Cf. KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 416 (U.S., 2007) (“The Court recognized that when a patent claims a structure already known in the prior art that is altered by the mere substitution of one element for another known in the field, the combination must do more than yield a predictable result.”)” slip op. at 32
Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · GrahamPatents in suitUS 11,230,656 - PTAB · Oct 3, 2024 · IPR2024-00648 · APJ Devon Zastrow Newman · IPR · Institution
The Board instituted IPR of claims 1–30 on all petitioned grounds, finding a reasonable likelihood that at least one challenged claim is unpatentable.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“To institute an inter partes review, we must determine that the information presented in the Petition shows “a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a) (2018). The Supreme Court has held that a decision to institute under 35 U.S.C. § 314 may not institute on less than all claims challenged in the petition. SAS Inst., Inc. v. Iancu, 138 S. Ct. 1348, 1359–60 (2018). After considering the information presented by the parties, we determine that Petitioner has demonstrated a reasonable likelihood of success in proving that at least one of claims 1–30 of the ’462 patent is unpatentable.” slip op. at 2
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Instituted
“Design, Eligibility). At this point in the proceeding, we interpret the “in response to” limitation of claim 1 to mean that pembrolizumab is administered to a patient after the patient has been determined to be microsatellite instability high or DNA mismatch repair deficient, regardless of whether pembrolizumab is also administered to other patients. The record is devoid of evidence that one of ordinary skill in the art would have understood treating a patient “in response to” the determination that the patient has a condition to exclude the same treatment of other patients, such as the treatment of control patients not having the condition.” slip op. at 22
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“5002). Dr. Neugut’s testimony supports Petitioner’s argument that the cited teachings of Brown and Duval, as well as other references, would have motivated a person of ordinary skill in the art to obtain the results of the MSI-H Study Record. See Ex. 1003 ¶¶ 124, 130, 132, 136. Petitioner argues further that Brown and Duval would have motivated one of ordinary skill in the art to obtain the results of the MSI-H Study Record by treating patients with common types of MSI-H cancers, including endometrial, small bowel, and gastric cancers. Pet. 42–43 (citing Ex. 1003, ¶ 136). Petitioner argues further that the state of the art, as demonstrated by Brown and Duval, as well as other references, would have provided one of ordinary skill in the art with a reasonable expectation of success because physicians were actively treating patients with cancers that were known to be MSI-H with PD-1 inhibitors. Pet. 43 (citing Ex. 1016; Ex. 1017; Ex. 1003 ¶¶ 131–132). According to Petitioner, these other references would have “independently urged” those of ordinary skill in the art to treat MSI-H cancer with PD-1 inhibitors or other immunotherapy, such as pembrolizumab, and would have given them a reasonable expectation of success. Pet. 44–45. Petitioner cites, along with other references, Pernot, which states “[colorectal cancers] associated with MSI could lead to a more intense immune response, but also to specific immunoregulatory phenomena, making them good candidates for immunotherapy.” (Ex. 1006,3 3741; see Pet. 43.) Petitioner also cites Champiat, which states that” slip op. at 25
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner argues that one of ordinary skill in the art relevant to the ’462 patent would have been a medical doctor or a professional in a related field with at least five years of experience with treating cancer. Pet. 11 (citing Neugut Decl., Ex. 1003 ¶ 19). Petitioner argues further that the ordinarily skilled artisan would have had experience in or access to a person with knowledge of clinical studies for therapeutics and how they work and to a pathologist with comparable experience. Id. Patent Owner, having not entered a response, does not dispute Petitioner’s proposal about the POSA’s qualifications on this record.. For this Decision, we adopt and apply Petitioner’s proposal above, which is supported by Dr. Neugut’s testimony and does not appear to be inconsistent with the level of skill reflected in the asserted prior art.” slip op. at 8
§ 102 anticipation§ 103 obviousnesscites KSR · GrahamPatents in suitUS 11,643,462
Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.