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  • 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 · Graham
    Patents in suitUS 12,115,233
  • PTAB · Aug 13, 2025 · IPR2025-00070 · APJ Neil T Powell · IPR · Remand

    The Board instituted inter partes review of claims 1–21 on all asserted grounds, finding a reasonable likelihood that at least claim 1 is unpatentable over Capalik.

    RulingsRemand decision
    • Director reviewOther

      “Patent Owner then filed a Request for Director Review, arguing that Petitioner did not need two petitions to challenge the ’872 patent’s claims. Paper 19. Acting Director Coke Morgan Stewart granted Director Review. Paper 25 (“Director Review Decision” or “DR Dec.”); IPR2025-00068, Paper 25. The Director Review Decision vacated this proceeding’s Institution Decision and the 68 Institution Decision, remanding “to the Board panel to Authorizing the parties to brief “how the Board should construe the term ‘association,’” the Director Review Decision instructed us to “consider the parties’ claim construction arguments in making [our] determination.” Id.” slip op. at 2

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner

      “Thus, the parties agree on the correct construction of “association.” And the parties persuade us to adopt their construction: “association” does not require any classification as authorized or unauthorized. Pet. 4–8; PO Remand Br. 1–3; Pet. Resp. Br. 1–2. This construction of “association” is the one applied in this Petition’s claim challenges, which comports with (1) our earlier determination that the Petition demonstrates a reasonable likelihood of prevailing and (2) Petitioner’s preference for this Petition over the 68 Petition. Pet. 4–8, 13–74; Dec. 10–22; Paper 3, 2; Pet. Resp. Br. 2, 5.” slip op. at 13

    • BurdenDecided for petitioner

      “D. The Merits of Petitioner’s Claim Challenges In our Institution Decision, after weighing the parties’ arguments and evidence, we determined that the Petition demonstrates a reasonable likelihood of establishing unpatentability of at least claim 1 of the ’872 patent as obvious over Capalik. E.g., Dec. 16–22. Based on all of the arguments and evidence currently of record, we remain persuaded that the Petition demonstrates a reasonable likelihood of prevailing on at least claim 1 of the ’872 patent. Indeed, as discussed above in Section II.A, the parties’ agreement on the correct construction of “association” reinforces this determination. III. CONCLUSION In view of the foregoing, having determined that Petitioner has demonstrated a reasonable likelihood of establishing at least claim 1 of the ’872 patent is unpatentable, we institute trial as to all challenged claims on all grounds stated in the Petition IV. ORDER It is: ORDERED that inter partes review of claims 1–21 of the ’872 patent is instituted on all grounds presented in the Petition; and” slip op. at 18

    • PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsDecided for petitioner

      “institution under § 325(d). Prior to our Institution Decision, Patent Owner did not argue we should deny under § 325(d). See generally Prelim. Resp.; Pet. Resp. Br. 4. Patent Owner first raised § 325(d) while its Request for Director Review was pending, emailing the Office with a request to brief § 325(d) in view of Ecto World. Ex. 3101, 4–5. The Office did not grant that request. Id. at 1. Nor did the Director Review Decision authorize Patent Owner to brief § 325(d). It only authorized Patent Owner “to file a ten-page brief explaining how the Board should construe the term ‘association.’” DR Dec. 4. In sum, Patent Owner’s unauthorized § 325(d) arguments are waived. Moreover, even if Patent Owner had not waived its § 325(d) arguments, we find Petitioner’s § 325(d) arguments more persuasive.” slip op. at 16

    Claim constructionDiscretionary denial
    Patents in suitUS 9,954,872
  • PTAB · Jun 9, 2025 · IPR2024-00240 · APJ Deborah Katz · IPR · Final written decision

    Claims 1–42 are unpatentable: claims 1–42 are anticipated by the MSR, and the Board also finds the challenged claims obvious over the MSR and cited combinations.

    RulingsFinal written decision
    • Skill levelSkill level board ownDecided for petitioner

      “claims a method of treating a human patient with colorectal cancer having certain characteristics using pembrolizumab and the main prior art reference cited by Petitioner discloses testing pembrolizumab to treat human patients. (See Ex. 1001, 25:40–50, Ex. 1005; see Decision 8–9.) Accordingly, the relevant field of Patent Owner’s claims is treating human patients, as well as testing existing compounds. Neither party directs us to evidence of the level of skill in the art beyond what we considered for institution of trial. In the Decision to institute trial, we determined that the level of skill in the art relevant to the claims of the ’393 patent is not limited to knowledge of and experience with conducting research relating to oncology or developing and conducting clinical trials. (See Dec. 8–9.) We determined that the level of skill also includes knowledge of and experience with treating colorectal cancer patients with immunotherapy compounds, identifying the conditions these patients may have, and understanding the literature regarding clinical trials for such colorectal cancers and the associated conditions and immunotherapy. (See id.) Because the parties do not present additional evidence or argument, we maintain that determination.” slip op. at 9

    • Expert testimonyPetitioner expert creditedDecided for petitioner

      “what one of ordinary skill in the art would have known and understood at the relevant time. Specifically, Petitioner relies on the testimony of Alfred L. Neugut, M.D., Ph.D., M.P.H.3 (Ex. 1003) and Paul E. Oberstein, M.D. (Ex. 1150). Patent Owner relies on the testimony of Nils Lonberg, Ph.D. (Ex. 2001) and Richard Goldberg, M.D. (Ex. 2090).” slip op. at 8

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner

      “1 requires a causal relationship wherein the patient must be tested for MSI-H and, if he or she is determined to be MSI-H or dMMR, then the patient is treated with 10 mg/kg of pembrolizumab every 14 days. We further agree that this relationship is different than the use of the term “after” in claims 7, 20, and 27, wherein patients must be treated with a different cancer therapy, and wherein the cancer must have later progressed for the treatment to be within the scope of these claims. (Ex. 1001, 25:66–7, 26:44–46, 26:63–64.) In claim 1, a biological sample from the patient must be tested to determine if the cancer is MSI-H and, if so, the patient is treated with a therapeutically effective amount of pembrolizumab. For this reason, if the prior art teaches the limitations of 1) testing a biological sample obtained from a patient having colorectal cancer to determine that the patient’s colorectal cancer is microsatellite instability high or mismatch repair deficient, and 2) treating the patient with a therapeutically effective amount of pembrolizumab if the patient’s colorectal cancer is determined to be microsatellite instability high or DNA mismatch repair deficient, the art anticipates claim 1. We are not persuaded that claim 1 requires or excludes anything else because nothing else is recited in the claim.” slip op. at 12

    • Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication establishedDecided for petitioner

      “Microsatellite Unstable (MSI) Tumors.” (Ex. 1005, 2.) The parties’ witnesses agree that MK-3475 is pembrolizumab, the compound recited in claim 1. (See Neugut Decl., Ex. 1003 ¶ 37; see Lonberg Decl., Ex. 2001, ¶ 65.) Patent Owner does not dispute Petitioner’s assertion that the MSR was published on a government web site on June 10, 2013, more than two years before the priority date of the ’393 patent on July 10, 2015. (See Pet. 7 (citing Ex. 1005, 3, Ex. 1003 ¶ 35).)” slip op. at 17

    Patent outcomesUS 11,591,393 unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,591,393
  • PTAB · May 28, 2025 · IPR2025-00337 · APJ Stacey G White · IPR · Institution

    The Board instituted IPR on claims 1–24 based on five § 103 grounds involving Fuloria and Andler with additional references.

    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 “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.” For the reasons stated below, we determine that Petitioner has established a reasonable likelihood that it would prevail with respect to at least one claim. We, therefore, grant Petitioner’s request to institute inter partes review of the challenged claims on the asserted grounds.” slip op. at 2

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “According to Petitioner, a person of ordinary skill in the art would have had “a bachelor’s degree in computer science or a similar field and three years of professional computer programming experience, including experience with networked media and databases, where additional education can substitute for experience or vice versa.” Pet. 20 (citing Ex. 1002 ¶¶ 27– 31). The level of ordinary skill in the art is usually evidenced by the references themselves. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978). Petitioner’s description of a person of ordinary skill appears commensurate with the subject matter before us, and thus, we apply Petitioner’s definition for purposes of this Decision.” slip op. at 8

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “Petitioner states that “to the extent that [the term “engagement”] requires construction, it should be construed as ‘an indication that a user should be distinguished with respect to the content over another user.” Pet. 11 (citing Ex. 1001, 5:53–55; Ex. 1002 ¶ 41). Based on the record before us, we see no need for express construction of any term for the purposes of this Decision. Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“[W]e need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’”).” slip op. at 9

    • BurdenInstituted

      “We are persuaded by Petitioner’s arguments and evidence. Fuloria teaches “a mechanism for user to promote social networking objects to other users.” Ex. 1004 ¶ 1. Fuloria displays a news feed containing social media content items. Id. at code (57), ¶¶ 6, 27. Users in Fuloria may like a piece of content or “for a given price” the user may turn their like into a “super-like.” Id. ¶ 37. “The ‘super-liked’ story is priced and directed toward users in a similar manner as a social ad. In particular embodiments, sponsored story system 304 may also add a weight to the story to alter its direction toward users.” Id. ¶ 39. Petitioner argues that “[t]his functionality represents uncapped engagement . . . because Fuloria places no limitation on how many times a user can super-like a piece of content.” Pet. 24–25. Dr. Bederson supports Petitioner by noting that Fuloria does not “place any limitation on how many credits a user can spend to increase the reach of the content.” Ex. 1002 ¶ 76. Further, Dr. Bederson states that “[m]ultiple different users can also promote the same content item. By allowing users to promote or ‘super-like’ content which also increases engagement with that content by other users, Fuloria’s system also facilitat[es] uncapped engagement with that content.” Id. ¶77. We find these arguments to be persuasive. The ’687 patent states that “[s]o long as the user has sufficient resources, the user may promote herself or others with uncapped (i.e., unlimited) engagements, which may facilitate getting noticed by other users, whether with respect to a social media content item.” Ex. 1001, 2:6–10. Similarly, Fuloria allows users to expend their resources and to have the super-like displayed according to the amount paid for the super-like. Ex. 1004 ¶ 57 (“In particular embodiments, the advertisement system adjusts the display of the ‘super-liked’ story based upon social factors as well as the real-world value of the credits paid.”); see also id. ¶ 38 (“[T]he social networking system may deduct the credits based on a cost per impression (CPM), effective cost per impression (eCPM), cost per click (CPC), or cost per action (CPA) pricing model”). Fuloria teaches likes from any number of users which is argued to disclose the multiple users recited in the claim. See Ex. 1002 ¶ 82 (discussing Fuloria’s display of engagement by a user and pointing out that Figure 9A shows 1,884 likes); see also id. ¶ 87 (“Fuloria teaches that ‘super-likes’ are available to users in general (and thus to first, second, third, etc. users).”). As to the number of engagements displayed by the first, second, and” slip op. at 16

    Claim constructioncites Phillips
    Patents in suitUS 10,474,687
  • PTAB · May 20, 2025 · IPR2025-00125 · APJ Devon Zastrow Newman · IPR · Institution

    The Board denied institution because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable under the asserted obviousness grounds.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “review. 35 U.S.C. § 314(b) (2018); 37 C.F.R. § 42.4(a) (2019). 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 consideration of the Petition, the Preliminary Response, and the evidence of record, we conclude that Petitioner has not established a reasonable likelihood of prevailing on its assertion that at least one challenged claim is unpatentable based on the grounds advanced here. Accordingly, we deny institution of inter partes review of claims 1–20 of the ’967 patent.” slip op. at 2

    • Skill levelSkill level petitioner adoptedOther

      “VSI Int’l Inc., 174 F.3d 1308, 1324 (Fed. Cir. 1999) (citing Graham v. John Deere Co., 383 U.S. 1, 17–18 (1966); Ryko Mfg. Co. v. Nu-Star, Inc., 950 F.2d 714, 718 (Fed. Cir. 1991)). Petitioner adopts the following definition of a person of ordinarily skill in the art (hereafter, sometimes “POSITA”) of the ’967 patent proposed by Patent Owner in the Avery Dennison litigation: [A]t least a bachelor’s degree in electrical engineering, computer science, or computer engineering, or a related discipline, and at least five years of experience which would consist of, A, designing, developing, evaluating and/or using RFID or other AIDC [automatic identification and data capture] technologies in inventory management, unique object identification, and/or security; or B, studying and conducting research related to RFID technologies and using RFID and other AIDC technologies in inventory management, unique object identification, and/or security. Pet. 6 (citing Ex. 1030, 707:3–13). Patent Owner does not offer a definition of an ordinarily skilled artisan of the ’967 patent at this time. See generally Prelim. Resp. Based on the information presented, we find that the asserted prior art itself is sufficient to demonstrate the level of skill in the art at the time of the invention. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (prior art itself can reflect the appropriate level of ordinary skill in the art). To the extent a more precise definition is required, we apply Petitioner’s unopposed proposed definition for purposes of determining whether to institute review because it is consistent with the disclosures of the asserted prior art references and the problems addressed in the ’967 patent.” slip op. at 17

    • Prior constructionPrior construction adoptedDecided for patent owner

      “Petitioner proposes the following claim constructions: “an allocated block of serial numbers” as “a pre-authorized range of binary serial numbers” and “uniquely corresponding” as the “term’s plain and ordinary meaning, consistent with the articulation of the plain and ordinary meaning” in the Avery Dennison litigation. Pet. 8–12. As to the remaining claim terms, Petitioner applies the district court’s constructions in the Avery Dennison litigation. Id. at 12 (citing Ex. 1028). Patent Owner applies the following constructions that were entered during in the Avery Dennison litigation: “object class information space” as “data field within the memory of the RFID integrated circuit chip for information identifying the class of an object, such as a company prefix, item reference code, partition value, and/or filter value,” “unique serial number space” as “data field within the memory of the RFID integrated circuit for information identifying a unique serial number,” “being assigned a limited number of most significant bits” as “includes a limited, predefined sequence at the leading end,” “remaining bits of lesser significance” as “the remaining lower order bits at the trailing end,” “is encoded with one serial number instance” as “has stored within it one serial number instance,” “an allocated block of serial numbers” as “a pre-authorized range of serial numbers,” and “uniquely corresponding” as its plain and ordinary meaning. Prelim. Resp. 32. For purposes of resolving whether to institute trial, we adopt and apply the interpretations stated in the district court’s claim construction order and applied by the Federal Circuit on appeal, Ex. 1028.11 See 55 F.4th 900, 908–909, 912–913 (Fed. Cir. 2022) (citing the district court’s claim construction order).” slip op. at 18

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached

      “IBM200 and Kuhno would have made it obvious for a POSITA to commission RFID tags with unique serial numbers partitioned into MSBs and bits of lesser significance. See Pet. 34–39; Ex. 1005 ¶¶ 167–176. However, on this record, Petitioner has not sufficiently shown that the POSITA, having read IBM200 and Kuhno, would have been led to create a serial number space in which the limited number of “most significant bits” uniquely corresponds to those bits assigned to an allocated block of serial numbers, as recited in limitation [f].” slip op. at 25

    Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · Graham
    Patents in suitUS 9,798,967
  • PTAB · May 6, 2025 · IPR2025-00067 · APJ Garth D Baer · IPR · Institution

    The Board denied institution for claims 1–23 because the cited art did not teach or suggest creating the claimed fingerprint at the virtual machine monitor.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsDenied

      “Given the deficiencies outlined above, Petitioner has not shown that the prior art teaches or suggests creating a fingerprint at the virtual machine monitor as the challenged claims require. Thus, Petitioner has not shown a reasonable likelihood of prevailing with respect to at least one of the challenged claims. III. CONCLUSION After considering the evidence and arguments presented in the current record, we determine that Petitioner has not demonstrated a reasonable likelihood of success in proving that at least one of the challenged claims of the ’697 patent is unpatentable. We therefore do not institute trial on any challenged claims or grounds raised in the Petition.” slip op. at 10

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for patent owner

      “We disagree with Petitioner’s arguments. Claim 1 recites “a decoy computer system [that] comprises . . . a virtual machine monitor,” and “at the virtual machine monitor: . . . creating, from the stored activities, a fingerprint.” Ex. 1001, 19:4–22. Thus, the claim’s plain language requires creating a fingerprint at the virtual machine monitor, not just at the decoy system, as Petitioner asserts. When, as here, a claim term has “ordinary, simple English words whose meaning is clear and unquestionable,” we may not redraft those words to mean something different. Chef America, Inc. v. Lamb-Weston, Inc., 358 F.3d 1371, 1373–75 (Fed. Cir. 2004). Petitioner offers no explanation how one skilled in the art might read “at the virtual machine monitor” to mean at the decoy system, rather than at the virtual machine monitor. Although the claim’s plain language is decisive, we also disagree with Petitioner’s assertion that the ’697 patent’s specification because, as Patent Owner explains, the specification describes fingerprint generation inside and outside the virtual machine monitor. Sur-reply 1–2; see id. at 2 (citing Ex. 1001, 6:65–7:2, 10:13–22). Claim 1’s plain language, however, only covers the latter. Sur-reply 1–2; see id. at 2 (citing Ex. 1001, 6:65–7:2, 10:13–22). Last, Petitioner’s characterization of Patent Owner’s infringement allegations in the related district-court proceedings, even if correct, do not undermine the claim’s plain language.” slip op. at 9

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached

      “Given the deficiencies outlined above, Petitioner has not shown that the prior art teaches or suggests creating a fingerprint at the virtual machine monitor as the challenged claims require. Thus, Petitioner has not shown a reasonable likelihood of prevailing with respect to at least one of the challenged claims.” slip op. at 10

    Claim construction§ 103 obviousness
    Patents in suitUS 9,106,697
  • PTAB · May 5, 2025 · IPR2025-00070 · APJ Neil T Powell · IPR · Institution

    The Board instituted inter partes review of claims 1–21 on all five asserted §103 grounds, finding a reasonable likelihood that at least one challenged claim would be unpatentable.

    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. See 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a) (2024). To institute an inter partes review, we must determine that the information presented in the Petition and the Preliminary Response 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). For the reasons set forth below, we determine that there is a reasonable likelihood that Petitioner will prevail with respect to at least one challenged claim. We institute an inter partes review of claims 1–21 based on the grounds set forth in the Petition.” slip op. at 2

    • Parallel petitionsDecided for petitioner

      “MULTIPLE PETITIONS CHALLENGING THE ’872 PATENT In addition to challenging the claims of the ’872 patent with the instant Petition, Petitioner filed a petition in IPR2025-00068, which also challenged claims of the ’872 patent. IPR2025-00068, Paper 1 (“the ’68 Petition”). Petitioner ranked the instant Petition first and the ’68 Petition second. Paper 3, 5. Arguing that the circumstances here do not warrant two petitions, Patent Owner suggests that we discretionarily deny the instant Petition, stating that “[i]f the Board is inclined to institute either of [Petitioner’s] Petitions, [Patent Owner] respectfully submits the Board should institute IPR2025-00068.” Paper 8, 5. Because Petitioner ranks the instant Petition higher than the ’68 Petition, we decline to discretionarily deny this Petition due to Petitioner’s filing of the ’68 Petition.” slip op. at 10

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Pet. 8 (Ex. 1003 ¶¶ 30–31). Patent Owner does not dispute Petitioner’s explanation of the level of skill in the art. See Prelim. Resp. 13. At this stage of the proceeding and on the present record, we adopt Petitioner’s uncontested proposed level of ordinary skill in the art, which we find consistent with the level of ordinary skill in the art reflected by the ’872 patent and the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978).” slip op. at 11

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner

      “We first look to the claim language itself. It recites “transmitting to one or more computer systems,” not transmitting to “devices.” Ex. 1001, 19:53. Although the claim language “one or more computer systems” may encompass “protected network devices,” we do not see a reason that its plain meaning would be limited to network devices, much less protected network devices. Nor do we see a reason that the plain meaning of “one or more computer systems” is limited to protected network devices to the exclusion of a network that includes protected network devices and one or more other components. In support of its suggestion that the claim language “one or more computer systems” excludes a combination of protected network devices and one or more other components, Patent Owner cites the claim language “for preventing future attacks, to the one or more computer systems.” Prelim. Resp. 20–24; Prelim. Sur-Reply 1–2. But Patent Owner does not provide reasoning or evidence persuading us to read the claim language more narrowly than its plain meaning, which encompasses preventing future attacks to a computer system that includes both protected network devices and one or more other components.” slip op. at 13

    Claim construction§ 103 obviousnessDiscretionary denialcites Phillips
    Patents in suitUS 9,954,872
  • PTAB · May 2, 2025 · IPR2025-00068 · APJ Neil T Powell · IPR · Institution

    The Board instituted IPR on claims 1–21 on all asserted grounds, finding a reasonable likelihood that claim 1 would have been obvious over Capalik and King.

    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. See 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a) (2024). To institute an inter partes review, we must determine that the information presented in the Petition and the Preliminary Response 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). For the reasons set forth below, we determine that there is a reasonable likelihood that Petitioner will prevail with respect to at least one challenged claim. We institute an inter partes review of claims 1–21 based on the grounds set forth in the Petition.” slip op. at 2

    • Parallel petitionsDecided for petitioner

      “Patent Owner argued that we should not institute both petitions. Paper 8, 1–5. Patent Owner argued that the challenged claims are not long and Petitioner’s concerns about the construction of “association” in limitation 1(b) are “contrived.” Id. at 1. Patent Owner contends that Petitioner could have addressed all of the challenged claims in one petition. Id. Noting that both the ’70 petition and the instant Petition challenge all claims of the ’872 patent, Patent Owner argued that the number of claims challenged does not necessitate multiple petitions. Id. at 2–3. Patent Owner also argued that Petitioner could have waited until closer to the statutory due the claim language “association” in the related district court proceeding. Id. at 4–5. Considering the facts holistically, we determine the totality of the circumstances here supports Petitioner’s position that two petitions are warranted. Petitioner has challenged a large number of claims directed to complex subject matter. And the task of challenging those claims is complicated by the potential for Patent Owner to argue for a narrow construction of “association” in limitation 1(b). Patent Owner’s suggestion that Petitioner would not have needed to file multiple petitions if it had waited longer to file a petition is not persuasive. Paper 8, 4–5. Patent Owner does not explain why a petitioner should be encouraged to delay the filing of its petition. See id. And the parties appear to agree that Patent Owner has not weighed in on whether “association” should be interpreted narrowly or broadly. Prelim. Reply. 8; Prelim. Sur-Reply 8. The present circumstances, considered as a whole, warrant two petitions challenging the claims of the ’872 patent.” slip op. at 10

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “III. ANALYSIS A. LEVEL OF ORDINARY SKILL Petitioner explains the applicable level of skill in the art as follows: As of June 24, 2010, a person of ordinary skill in the art (POSITA) would be a person having a bachelor’s degree in computer science, computer engineering, or an equivalent, as well as two years of industry experience. A POSITA would also have had a working knowledge of software security analysis and dynamic malware analysis. Additional graduate education could substitute for professional experience, or significant experience in the field could substitute for formal education. explanation of the level of skill in the art. See Prelim. Resp. 13. At this stage of the proceeding and on the present record, we adopt Petitioner’s uncontested proposed level of ordinary skill in the art, which we find consistent with the level of ordinary skill in the art reflected by the ’872 patent and the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978).” slip op. at 11

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner

      “We first look to the claim language itself. It recites “transmitting to one or more computer systems,” not transmitting to “devices.” Ex. 1001, 19:53. Although the claim language “one or more computer systems” may encompass “protected network devices,” we do not see a reason that its plain meaning would be limited to network devices, much less protected network devices. Nor do we see a reason that the plain meaning of “one or more computer systems” is limited to protected network devices to the exclusion of a network that includes protected network devices and one or more other components. In support of its suggestion that the claim language “one or more computer systems” excludes a combination of protected network devices and one or more other components, Patent Owner cites the claim language “for preventing future attacks, to the one or more computer systems.” Prelim. Resp. 20–24; Prelim. Sur-Reply 1–2. But Patent Owner does not provide reasoning or evidence persuading us to read the claim language more narrowly than its plain meaning, which encompasses preventing future attacks to a computer system that includes both protected network devices and one or more other components.” slip op. at 14

    Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips
    Patents in suitUS 9,954,872
  • PTAB · May 1, 2025 · IPR2025-00136 · APJ Jeffrey N Fredman · IPR · Institution

    Institution of inter partes review was denied for claims 1–10 because Petitioner did not establish a reasonable likelihood of prevailing on any asserted ground.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “Accordingly, we find that on the current record Petitioner has not shown that it has a reasonable likelihood that it would prevail on these obviousness grounds. XII. DISCRETIONARY DENIAL – 35 U.S.C. § 325(d) In view of our determination that the Petitioner does not meet the threshold for instituting review on the merits, we need not address the parties’ dispute about whether the Board should exercise its discretion to deny institution under 35 U.S.C. § 325(d). Pet. 74–75; Prelim. Resp. 38–54; Pet. Reply 1–5; PO Sur-Reply 1–5. XIII. CONCLUSION After reviewing the information presented in the Petition and the Preliminary Response, we determine that, based on the evidence of record, Petitioner has not established a reasonable likelihood that claims 1–10 of the ’841 patent are unpatentable. XIV. ORDER Accordingly, it is ORDERED that, pursuant to 35 U.S.C. § 314(a), institution of an inter partes review of all challenged claims on all grounds presented in the Petition is denied.” slip op. at 35

    • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element) › Inherent disclosureNot shown unpatentableInherency not foundNot shown unpatentable

      “However, neither Petitioner nor Dr. Jansky provide specific data on the record before us showing the actual measured homozygosity of either of the inbred lines, US-W 5309 and US-W 5315. And Phumichai experimentally demonstrates that Dr. Jansky’s assumption that theoretical heterozygosity reduction of 50% per generation is not necessarily accurate, stating the “observed average percentage of reduction of heterozygosity per generation (38.4% or 38.5%) was lower than the theoretically expected value of 50%.” Ex. 1005, 982. Indeed, Phumichai disclosed that the “SOPH [Section-based observed percentage of heterozygosity] decreased steadily from the original 100% in 99H2–1 (S0) to the family means of 62.4% in 3H2 (S1), 37.9% in 3H3 (S2).” Id. at 981. That is, Phumichai experimentally shows that in an S2 generation of a potato line, the heterozygosity was 37.9%, resulting in homozygosity of about 62.1%, below the 75% theoretically expected and the 75% required by claim 1 of the ’841 patent. Therefore, the evidence of record does not show that the S2 generation of potato lines in Jong necessarily satisfies the homozygosity recitation in claim 1 of the ’841 patent, and so cannot establish on the record before us that Jong inherently teaches this limitation.” slip op. at 15

    • Obviousness (§103) › Objective indicia / secondary considerationsObjective indicia outweighedNot shown unpatentableNot shown unpatentable

      “Owner is telling. Petitioner does not refute Patent Owner’s evidence of objective indicia. On the current record, the objective indicia evidence is compelling. As to long felt need, Patent Owner cited evidence on record before the Examiner that showed a persistent need recognized by ordinarily skilled artisans. In re Gershon, 372 F.2d 535, 538 (CCPA 1967). For example, Dr. Huang states “This research is the breakthrough we have been waiting for since nearly a century . . . This is crucial for the potato breeding worldwide.” Ex. 2009, 687. There is no evidence that this long-felt need was satisfied by another before Appellant’s invention. See Newell Companies, Inc. v. Kenney Mfg. Co., 864 F.2d 757, 768 (Fed. Cir. 1988) (“[O]nce another supplied the key element, there was no long-felt need or, indeed, a problem to be solved . . . .”). Lastly, Dr. Lindhout explains that this invention satisfies the long-felt need, stating “I have discovered, and disclosed in the present application for patent, how a fertile homozygote in” slip op. at 33

    • PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsNot reached

      “XII. DISCRETIONARY DENIAL – 35 U.S.C. § 325(d) In view of our determination that the Petitioner does not meet the threshold for instituting review on the merits, we need not address the parties’ dispute about whether the Board should exercise its discretion to deny institution under 35 U.S.C. § 325(d). Pet. 74–75; Prelim. Resp. 38–54; Pet. Reply 1–5; PO Sur-Reply 1–5.” slip op. at 35

    Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips · KSR · Graham
    Patents in suitUS 11,140,841
  • PTAB · Apr 24, 2025 · IPR2024-01272 · APJ Brian P Murphy · IPR · Institution

    The Board denied institution because Google did not show a reasonable likelihood that claims 1–20 were unpatentable under any asserted obviousness ground.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “In an inter partes review, the burden of persuasion is on the petitioner to prove ‘unpatentability by a preponderance of the evidence,’ 35 U.S.C. § 316(e), and that burden never shifts to the patentee.” In re Magnum Oil Tools Int’l Ltd., 829 F.3d 1364, 1375 (Fed. Cir. 2016) (quoting Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015)); see also Aqua Products, Inc. v. Matal, 872 F.3d 1290, 1306 (Fed. Cir. 2017 (en banc (quoting Magnum Oil)). A patent claim is unpatentable under 35 U.S.C. § 103(a) if the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious to a person of ordinary skill in the art at the time the invention was made. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007) (quoting 35 U.S.C. § 103(a)). Obviousness is resolved based on underlying factual determinations, including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence of nonobviousness, i.e., secondary considerations. Graham v. John Deere Co., 383 U.S. 1, 17– 18 (1966). A party who petitions the Board for a determination of obviousness must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” Procter & Gamble Co. v. Teva Pharms. USA, Inc., 566 F.3d 989, 994 (Fed. Cir. 2009) (quoting Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1361 (Fed. Cir. 2007)). slip op. at 14

    • Skill levelSkill level board ownOther

      “In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and experience of a POSITA. For purposes of this Decision, we adopt the level of ordinary skill in the art described in the Petition and applied in the Preliminary Response, which is consistent with the description in the ’626 patent and the prior art of record.” slip op. at 11

    • Expert testimonyPatent owner expert creditedDecided for patent owner

      “While [Dr. Fox] asserts that Oldham’s external engine is the required “networked data source,” he does not identify any teaching in Oldham that there are any “field identifiers” in Oldham’s external engine. Dr. Fox then goes on to argue that “POSAs would have recognized that the SO-properties mapped to the keywords are determined ‘field identifiers of the networked data source stored in the universal variable data database’ based on the dynamic data because the SO-properties for each class are defined by the form engine and mapped to corresponding fields from various forms stored in the form database.” EX1003, ¶ 102. First, Halevy’s SO-properties obviously cannot be “field identifiers” of Oldham’s external engine, because Halevy’s SO-properties do not come from Oldham’s external engine. Rather, they are generated in Halevy’s system as part of the “database schema” of Halevy’s form database. See EX1006, [0038] (“In one embodiment of the present invention, the database describes web sources in terms of an ontology of classes and properties, which is referred to as the ‘search ontology’ (SO).”). In addition, Halevy’s SO-properties are not “field identifiers” at all. Rather, the SO-properties are simply search filters that assist Halevy’s search engine in determining a form’s degree of relevancy to the user’s keyword search query. See EX1006, [0137] (“[T]he system performs a lookup based on the structured query in the form database to identify forms of interest (step 608) and ranks these forms (step 610).”). Also I note that Dr. Fox argues elsewhere in his declaration that SO-properties are “normalized variables,” which even he recognizes are different from “field identifiers.” See, e.g., EX1003, ¶ 101 (“Halevy’s form engine determines field identifiers . . . by mapping keywords in the query to SO-properties (i.e., normalized variables) . . . .”). As described in the ’734 patent, “normalized variables” are used to create associations between field identifiers of different forms, but they are not themselves “field identifiers.” See EX1001, 15:65-16:3 (“In this way, once a site’s category is defined, the variable mapping exercise can be simplified to match which variables or identifiers match up with which normalized variable . . . .”). Thus, Dr. Fox fails to show any teaching or suggestion in the combination of Oldham and Halevy of the claim limitation “determining . . . field identifiers of the networked data source stored in the universal variable data database.” Ex. 2001 ¶¶ 59, 61–64 (underlining added). We adopt Dr. Malek’s testimony and reasoning above as our own.” slip op. at 25

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentable

      “b. Halevy’s schema-mapping search engine Although Halevy’s schema-mapping system uses a common set of SO-properties for the form fields in each SO-class, there is no disclosure, teaching, or suggestion in Halevy to use schema-mapping for “mapping,” linking, or integrating the field identifiers (parameter names) of different forms on different websites to one another to generate deep-links. We find the Petition’s reasoning and the cited testimony of Dr. Fox on this crucial point to be conclusory. We also find the Preliminary Response to be persuasive, Dr. Malek’s testimony (Ex. 2001) to be credible, and the reasoning of both consistent with the disclosures in Halevy.” slip op. at 30

    § 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 10,152,734
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