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  • PTAB · Oct 8, 2026 · IPR2025-00685 · APJ Ryan H Flax · IPR · Final written decision

    Claims 1–23 are unpatentable as obvious over Wei and Liu, and over Leanna, Wei, and Liu.

    RulingsFinal written decision
    • Skill levelSkill level board ownDecided for petitioner

      “appears to be generally consistent with the level of skill presented in the cited prior art. See generally, e.g., Exs. 1005–1008; see also Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art itself may reflect an appropriate level of skill in the art). However, as at institution, we reject the portion of Petitioner’s proposed definition that includes having “access to other individuals with that knowledge and experience,” as not reflecting the individual level of skill of a given skilled artisan. See, e.g., Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986) (holding that “[t]he person of ordinary skill is a hypothetical person who is presumed to be aware of all the pertinent prior art.”) (emphasis added, footnotes omitted); but see Indivior Inc. v. Dr. Reddy’s Labys., S.A., 930 F.3d 1325, 1343 (Fed. Cir. 2019) (no clear error in determination that “a person of ordinary skill . . . ‘would be on a team with an engineer or scientist . . . .’”). Consequently, we find the person of ordinary skill in the art was a person who had a Ph.D. in immunology, molecular biology, cellular biology, or a similar field, or an M.D. with similar experience, and had at least five years of experience with antibodies and antibody engineering.” slip op. at 11

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

      “Petitioner submits that no term of the Challenged Claims requires construction to resolve the challenges in this Petition.” Pet. 32. We did not construe any terms in our Institution Decision. See DI 6–7. Patent Owner presents no express positions on claim construction. See generally Resp. For the purposes of this Decision, no terms of the challenged claims require construction. Phillips, 415 F.3d at 1312–13. D. slip op. at 12

    • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

      “2 G. Wei et al., US 2015/0071923 Al, pub. March 12, 2015. Ex. 1005 (“Wei”). 3 J. Liu, CN 103772504 A, pub. May 7, 2014. Ex. 1007. The Liu reference is published in Simplified Chinese and Petitioner filed a certified English translation, to which we refer herein. See Ex. 1008 (“Liu”). Patent Owner does not contest the accuracy of the translation. See generally Resp. 4 M.R. Leanna & C.L. Becker, WO 2014/152199 A1, pub. Sept. 25, 2014. Ex. 1006 (“Leanna”). 5 Based on our review of each deposition transcript in view of the record as a whole, although each witness appears competent, we are left with the impression that Dr. Bournazos’s testimony is somewhat more credible than Dr. Atanackovic’s. This conclusion is based, inter alia, on each witness’s ability to recall the relevant record and respond to questions on evidentiary and technical issues.” slip op. at 8

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable

      “We find that combining Liu’s BA03 antibody with Wei’s ADC platform would have been desirable, predictable, and routine for the ordinarily skilled artisan based on the facts that: (1) cetuximab was a wellknown and well-studied, U.S. regulatory approved, anti-EGFR antibody that would have served as a starting point for new cancer therapies; (2) humanization of therapeutic antibodies is generally desired (and “[e]very antibody can be humanized” and it is advantageous according to Patent Owner’s counsel); (3) BA03 was a well-known humanized version of cetuximab that had several known advantages over cetuximab in addition to lower immunogenicity from humanization; and (4) Wei taught a similar cetuximab-derived antibody, and a humanized cetuximab-derived antibody, each provided in an ADC with a well-known and validated off-the-shelf linker-drug platform, i.e., vc-MMAE, that exhibited a strong anti-tumor response. See, e.g., Ex. 1001, 1:57–2:32, 2:50–3:1, 5:6–53, 18:3–33, 19:26– 29; Ex. 1002 ¶¶ 14, 38, 42–43, 45–53, 56–73, 84–92, 109–117, 178–189, 202–271; Ex. 1005 ¶¶ 9–10, 229–232, 434, 437, 476, 491–506, 664–675, 685, 688, 715, 732, 1103, 1092–1141; Ex. 1008 ¶¶ 3–6, 60, 74, 141–160; Ex. 2027 ¶¶ 7–8, 38, 50, 57 (confirming our understandings regarding the claimed antibody and linker-drug payload); Ex. 2023, 173, 300; see also Resp. 1, 5–6, 23 (Patent Owner made the “choice” to use the prior-art-known BA03 antibody, and known-candidate cytotoxic payload MMAE); Hr’g Tr. 34:20–23, 36:6–38:20, 47:16–50:16 (Patent Owner’s counsel’s argument). When Liu’s BA03 antibody is provided in an ADC with a vc- MMAE or a Mc-vcPAB-MMAE platform (and used as cancer therapy as the references instruct) the invention of the challenged claims is achieved.” slip op. at 52

    Patent outcomesUS 10,792,370 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · Graham
    Patents in suitUS 10,792,370
  • PTAB · Oct 6, 2026 · IPR2025-00728 · APJ Timothy G Majors · IPR · Final written decision

    Claims 1–7, 9, 10, 15–18, and 20–24 are unpatentable as obvious over Schaffer with Hartley or Eller; claims 1–3, 5, 6, 9, 15–18, and 21–24 are also obvious over Hartley and Eller.

    RulingsFinal written decision
    • Skill levelSkill level board ownDecided for patent owner

      “Petitioner’s proposed POSA definition lacks specificity. That definition, if interpreted generically, could mean that a person may qualify as a POSA if they had, for example, a B.S. in mechanical engineering and only two years of experience designing any type of product in any field. That is too broad. We find that a POSA would have had the agreed-upon educational credentials—an undergraduate degree in mechanical engineering or a related engineering discipline. Ex. 1003 ¶ 35; Ex. 2033 ¶ 61. We find that a POSA would also have had 2–4 years of design or engineering experience related to products in the field of the invention, which involves endovascular devices and the surgical procedures that use such devices. Ex. 1001, 1:16–54 (background of the invention). Such devices include, but are not limited to, hemostasis valves and catheters for testimony of the parties’ experts, the POSA need not have had first-hand experience designing hemostasis valves. See, e.g., Ex. 1037 (Zalesky Tr.), 72:11–73:7 (testifying direct experience “designing” hemostasis valves or aspiration catheters is not necessary, but “general experience with vascular devices and procedures” is required). Further, as Dr. Zalesky testified, the POSA’s experience related to developing such devices “could be as simple as bench testing and looking at clinical data.” Id. at 74:5–75:1. Lastly, a POSA would have understood such devices’ design requirements as determined by the needs of the physician, patient, and procedure, which understanding may be informed by work experience or study. Ex. 2030, 24:5–21.” slip op. at 12

    • Expert testimonyPetitioner expert creditedPatent owner expert creditedMixed

      “above (supra Section III.C), a filament requires flexibility, Petitioner has not demonstrated that Schaffer describes that feature in its valves. Instead, Patent Owner persuades us that Schaffer describes “rigid U-shaped actuating members—not a ‘filament.’” PO Resp. 23–24.13 We find Dr. Zalesky’s interpretation of Schaffer more credible than Mr. Thornton’s on the question of whether a POSA would have regarded Schaffer’s actuating members as being substantially rigid structures. Ex. 2033 ¶¶ 91–100 (testifying, inter alia, that a POSA would have understood from Schaffer’s disclosure about making the actuator and actuating members from machining pre-existing amounts of metals and/or plastics, and further explaining that flexible parts would deform and be difficult to machine through conventional techniques); Ex. 1005 ¶¶ 81–82. Mr. Thornton testifies that Schaffer’s disclosed manufacturing techniques for the actuator/actuating members are only examples and “a person of ordinary skill in the art could have simply purchased pre-made [and flexible] flat wire or plastic tapes or ribbons.” Ex. 1003 ¶ 79. Such testimony invokes, at best, obviousness-based reasoning. This does not establish that Schaffer alone describes a filament sufficient to anticipate the claims. Trintec Indus., Inc. v. Top-U.S.A. Corp., 295 F.3d 1292, 1296 (Fed.” slip op. at 28

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed patent owner constructionDecided for patent owner

      “Patent Owner cites intrinsic evidence in support of its interpretation, which include claim 1’s recitation of an “active tensioning mechanism” comprising the filament and the Specification’s description of a filament that can be both “loosened” and “tightened.” PO Resp. 14–17 (citing, e.g., Ex. 1001, 9:36–37, 9:53–56 (teaching “the filament 150 is tightened” when the actuator buttons are released and “the filament 150 is loosened” when the buttons are pressed to open the valve)); see also Ex. 2025, 1288 (defining “tension” as to “tighten to a desired or appropriate degree”). These descriptions from the patent are more consistent with the view that the filament is characteristically flexible, not rigid. 10 We reached the same conclusion, based on substantially the same records, in the Institution Decision and the Final Written Decisions in the 1157, 156, and 289 IPRs. Inst. Dec. 14–18; Ex. 1042, 14–24; Ex. 1048, 16–23; Ex. 1049, 14–17 (noting the parties’ agreement at oral hearing that there was no additional argument or evidence about whether a filament requires flexibility that was not already addressed in related matters). After we construed the “filament” term to require flexibility at institution, Petitioner provided no further argument or evidence on this issue in its authorized trial briefing or at oral hearing. See generally Pet. Reply. embodiments (where the filament forms one or more loops like depicted and described in Figures 6–7) require a flexible structure. See, e.g., Ex. 2032, 15–16 (explaining that the device would not work to constrict the tubular sidewall and lumen (analogous to the elongate member defining a lumen of the claims here) if the filament forming the loop(s) was inflexible); Ex. 1001, Figs. 6–7 (filament 150, with sub-filaments 150-A and 150-B). Although flexibility of the filament in the patent’s “bight” embodiments (e.g., as shown in Figures 8 and 9) is less clear, there is a dearth of evidence from Petitioner—either intrinsic or extrinsic to the patent—showing why a POSA would have understood the bights as embracing rigid structures. See Ex. 1001, Figs. 8–9. Moreover, as admitted by Petitioner’s expert, that a filament may be made from various materials described in the patent (e.g., synthetics or metals) does not, absent more information, lead to a conclusion that a filament is “rigid.” Ex. 2030, 125:2–126:4 (testifying “the relative stiffness or rigidity is not clear from those . . . materials without knowing much more information”).” slip op. at 16

    • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable

      “We find that Petitioner has not shown, by a preponderance of the evidence, that Schaffer anticipates claim 1 or any of the other challenged claims, each of which requires at least one “filament.” We are unpersuaded above (supra Section III.C), a filament requires flexibility, Petitioner has not demonstrated that Schaffer describes that feature in its valves. Instead, Patent Owner persuades us that Schaffer describes “rigid U-shaped actuating members—not a ‘filament.’” PO Resp. 23–24.13 We find Dr. Zalesky’s interpretation of Schaffer more credible than Mr. Thornton’s on the question of whether a POSA would have regarded Schaffer’s actuating members as being substantially rigid structures. Ex. 2033 ¶¶ 91–100 (testifying, inter alia, that a POSA would have understood from Schaffer’s disclosure about making the actuator and actuating members from machining pre-existing amounts of metals and/or plastics, and further explaining that flexible parts would deform and be difficult to machine through conventional techniques); Ex. 1005 ¶¶ 81–82. Mr. Thornton testifies that Schaffer’s disclosed manufacturing techniques for the actuator/actuating members are only examples and “a person of ordinary skill in the art could have simply purchased pre-made [and flexible] flat wire or plastic tapes or ribbons.” Ex. 1003 ¶ 79. Such testimony invokes, at best, obviousness-based reasoning. This does not establish that Schaffer alone describes a filament sufficient to anticipate the claims. Trintec Indus., Inc. v. Top-U.S.A. Corp., 295 F.3d 1292, 1296 (Fed.” slip op. at 27

    Patent outcomesUS 11,844,921 unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,844,921
  • PTAB · Oct 2, 2026 · PGR2025-00046 · APJ Jeffrey N Fredman · PGR · Final written decision

    Claims 1, 2, 5, and 7–33 are unpatentable because the Petitioner proved lack of written description and lack of enablement; the Board did not find the claims obvious.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “II. ANALYSIS A. Level of Ordinary Skill in the Art We consider the grounds of unpatentability in view of the” slip op. at 8

    • Disclosure Requirements (§112) › Written description (Ariad)Written description inadequateUnpatentable

      “been able to use the data in the Specification to make reasonable predictions about the effect of multiple modifications on hyaluronidase activity, we view this testimony to at most describe a research plan (i.e., a “tool to engage in further modification”15) for finding the recited polypeptides rather than demonstrating the inventors were in possession of the full scope claimed. This is particularly so given the limits of the then-available analytical tools noted above and the fact that the structural connections and three dimensional modeling Patent Owner’s experts attempt to make (see, e.g., Ex. 2070 ¶¶ 129–213; Ex. 2068 ¶¶ 123–125) do not appear in the written description itself. To the extent the experts disagree on this point, we credit the testimony of Petitioner’s experts over that of Patent Owner’s. See Ex. 1133 ¶¶ 111–230 (identifying problems with the approaches proposed by Patent Owner’s experts). For these reasons, we find that a preponderance of the evidence of record better supports a finding that in the 2011–2012 timeframe, it would have been unpredictable to identify which multiple” slip op. at 54

    • Disclosure Requirements (§112) › Enablement (Wands, Amgen full scope)Not enabledUnpatentable

      “6. Analysis Petitioner has the burden to identify how the Specification allegedly” slip op. at 74

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

      “E. Ground III - Obviousness 1. Principles of Law The Supreme Court in KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398” slip op. at 117

    Patent outcomesUS 12,091,692 unpatentable
    § 103 obviousness§ 112 disclosurecites Phillips · KSR · Graham
    Patents in suitUS 12,091,692
  • PTAB · Sep 23, 2026 · IPR2025-00915 · APJ Arthur M Peslak · IPR · Final written decision

    Claims 1–30 are unpatentable: claims 1–3, 5–16, and 18–30 as obvious over Menon, Trefethen, RS6000, and MPIref; claims 4 and 17 over those references plus POEref.

    RulingsFinal written decision
    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundTeaching away not foundDecided for petitioner

      “Ex. 1163 ¶ 37 (citing Ex. 1003 ¶ 71; Ex. 1005, 1–3). We credit Dr. Bajaj’s testimony which is unrebutted and supported by the record. We, thus, agree with Dr. Bajaj’s reasoning which is based on Menon. We further agree with Dr. Bajaj’s conclusion that Menon does not teach away from the combination with Trefethen. Id. ¶ 75. Menon’s description of building on and enhancing the teachings of Trefethen—the earlier work of the same research group at Cornell—by adding MEX routines to achieve high-performance parallel computing and extensibility for MATLAB, demonstrates a classic motivation for a POSITA to combine. RS6000 is specifically referenced in Menon-Trefethen and adds operational details of the parallel operating platform that teach a POSITA how to implement the MultiMATLAB system with a reasonable expectation of success. Considering Menon as a whole, these facts are inconsistent with Patent Owner’s teaching away arguments. For these reasons, Patent Owner’s teaching away argument is unavailing. Motivation to Combine Conclusion We have reviewed Petitioner’s evidence and contentions which we” slip op. at 42

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable

      “For the foregoing reasons, Petitioner establishes by a preponderance” slip op. at 79

    Patent outcomesUS 11,563,621 unpatentable
    § 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,563,621
  • ARM Ltd v. Daedalus Prime LLCAll claims unpatentable
    PTAB · Sep 9, 2026 · IPR2025-00207 · APJ Gregg I Anderson · IPR · Final written decision

    Claims 1–7, 11–14, and 16–19 are unpatentable as obvious over the asserted grounds.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “would have (1) at least a bachelor’s degree in electrical engineering, computer engineering, physics, or a similar field, and (2) approximately two years of industry or academic experience in a field related to microelectronic architecture design, including experience with cache management in multicore systems-on-a-chip (SoCs). (Ex-1003 ¶¶50-51.) More related education would compensate for fewer years of work experience (and vice versa). (Ex-1003 ¶¶50-51.) Pet. 4–5. This definition was adopted in the Institution Decision. Inst. Dec. 13. Patent Owner does not dispute the finding. PO Resp. 5–6. For the purpose of our Decision, we maintain the finding made in the Institution Decision.” slip op. at 15

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

      “1. “a single caching agent” (claim 1) We note a construction issue from the ’1344 IPR where we construed a “single caching agent,” which is recited in claim 1 here. ’1344 IPR Final Decision, 16–18. We concluded that a “‘single caching agent’ means ‘one caching agent for the processor, which may be formed from distributed portions.’” Id. at 18. We adopted that construction in our Institution Decision in this case. Inst. Dec. 15.” slip op. at 16

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

      “2. Remaining claim terms Independent claims 11 and 16 include different language as to “caching agent.” Claim 11 recites “a caching agent.” Ex. 1001, 8:18. Claim 16 similarly recites “a first caching agent.” Id. at 8:47–48. Neither claims 11 or 16 includes claim 1’s recitation of “distributed portions. The “caching agent” limitations of claims 11 and 16, are not at issue. Accordingly, no construction is necessary.” slip op. at 18

    • PTAB / AIA Trials › §315(e) estoppelEstoppel appliesDecided for petitioner

      “(1) the issue is identical to one decided in the first action; (2) the issue was actually litigated in the first action; (3) resolution of the issue was essential to a final judgment in the first action; and (4) plaintiff had a full and fair opportunity to litigate the issue in the first action. Pet. Br. 2. Further, Petitioner alleges the ’1344 Final Decision was not appealed by Patent Owner and is therefore a basis for issue preclusion. Id. (citing Power Integrations, Inc. v. Semiconductor Components Indus., LLC, 926 F.3d 1306, 1311–12 (Fed. Cir. 2019)).” slip op. at 19

    Patent outcomesUS 8,984,228 unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 8,984,228
  • PTAB · Sep 1, 2026 · IPR2025-00914 · APJ Brian P Murphy · IPR · Final written decision

    Claims 1–19 are unpatentable as obvious over Menon, Trefethen, RS6000, and POEref.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “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 We adopt the Petition’s formulation of the level of ordinary skill in the art, which is consistent with the ’679 patent, the prior art of record, and the testimony of both experts.” slip op. at 10

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

      “The Petition relies on the ordinary and customary meaning of the claim terms consistent with the Phillips standard. Pet. 12–13 (citing 37 C.F.R. § 42.100(b)). The Petition also addresses the construction of “peer-to-peer architecture” recited in independent claim 1 of the ’679 patent, a limitation we need not construe to resolve the parties’ dispute in this proceeding. Id. at 13; see, e.g., Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘to the extent necessary to resolve the controversy.’”) (quoting Vivid Techs., Owner relies on the ordinary and customary meaning of the claim terms consistent with the Phillips standard without further analysis. Resp. 7.” slip op. at 11

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable

      “RS6000 with Menon, namely because RS6000 provides an overview of the IBM SP2 multiprocessor and Menon teaches the use of “IBM SP2, a modern high performance distributed memory multiprocessor” used in the MultiMATLAB system. Id. at 24–25 (citing Ex. 1003 ¶¶ 142–145; Ex. 1005, 5–6, 14; Ex. 1007, 1, 11). The Petition also explains why POEref pertains to the field of cluster computing in a parallel operating environment. Id. at 26 (citing Ex.1008, 11 (“PE Software is designed to run on an … RS/6000 network cluster”)); (further citing Ex. 1001, 1:14–15; Ex. 1003 ¶¶ 146–149). The Petition contends that a POSITA would have been motivated to combine the teachings of POEref with Menon “because Menon suggests the combination by teaching that MultiMATLAB uses ‘POE, IBM's Parallel Operating Environment.’” Id. at 26–27 (citing Ex. 1005, 6); (further citing Ex. 1003 ¶¶ 150–153; Ex. 1005, 14; Ex. 1008, 11, 46). We agree with Petitioner’s analysis. We find the Petition’s argument and evidence of a motivation to combine the asserted prior art references in the manner claimed to be compelling, persuasive, consistent with the disclosures in the references, which include internal cross-references to each other, and supported by the expert testimony of Dr. Bajaj.” slip op. at 19

    • Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away not foundDecided for petitioner

      “skill, upon reading the reference, would be discouraged from following the path set out in the reference, or would be led in a direction divergent from the path that was taken by the applicant.” In re Gurley, 27 F.3d 551, 553 (Fed. Cir. 1994). Patent Owner argues that Menon teaches away from a combination with Trefethen because “Menon expressly states that Trefethen’s first-generation architecture is inadequate for the objectives that motivated the newer design.” Resp. 35–37. The evidence does not support Patent Owner’s position. First, Patent Owner’s teaching away argument is inconsistent with the strong evidence of a motivation to combine Menon and Trefethen discussed above. Second, Patent Owner’s teaching away argument is contrary to the evidence of record for the reasons given in Petitioner’s Reply. Reply 13–15 (e.g., “Menon explicitly cites Trefethen and explains that Menon builds on the teachings of Trefethen.”) (citing Pet. 22; Ex. 1003 ¶ 70; Ex. 1005, 1–3; Ex. 1163 ¶¶ 47–53). We are further persuaded by Dr. Bajaj’s reply testimony: the “MultiMATLAB teachings in Trefethen. In fact, Menon describes enhancing the system of Trefethen. For example, Menon describes a list of “goals” already achieved by MultiMATLAB and then states that the architecture has been “redesigned to achieve two further goals.” One of these two “further goals” is “extensibility,” which Menon achieves by its description of adding “MEX routines” to the system of Trefethen. Far from showing an “incompatibility” between Menon and Trefethen as the POR argues, Menon’s addition of the “MEX routines” to MultiMATLAB shows that such a modification was within the capabilities of a POSITA, because the authors of the Menon paper actually implemented the modification. Ex. 1163 ¶ 49 (citing Ex. 1005, 1–3). Dr. Bajaj’s testimony is unrebutted, credible, and supported by the record. We agree with Dr. Bajaj’s reasoning, which is based on direct quotes in Menon. We further agree with Dr. Bajaj’s conclusion that Menon does not teach away from the combination with Trefethen. Id. ¶¶ 50–52. Menon’s description of building on and enhancing the teachings of Trefethen—the earlier work of the same research group at Cornell—by adding MEX routines to achieve high-performance parallel computing and extensibility for MATLAB, demonstrates a classic motivation for a POSITA to combine the teachings of Menon and Trefethen. RS6000 and POEref are specifically referenced in Menon-Trefethen and add operational details of the parallel operating platform that teach a POSITA how to implement the MultiMATLAB system with a reasonable expectation of success. Such facts are inconsistent with Patent Owner’s teaching away and lack of motivation arguments.” slip op. at 24

    Patent outcomesUS 12,021,679 unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 12,021,679
  • PTAB · Sep 1, 2026 · PGR2025-00017 · APJ Jeffrey N Fredman · PGR · Final written decision

    Claims 1, 2, 6–15, and 17–30 are unpatentable because the challenged claims lack written-description support and are not enabled.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “II. ANALYSIS A. Level of Ordinary Skill in the Art We consider the grounds of unpatentability in view of the” slip op. at 9

    • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

      “been able to use the data in the Specification to make reasonable predictions about the effect of multiple modifications on hyaluronidase activity, we view this testimony to at most describe a research plan (i.e., a “tool to engage in further modification”14) for finding the recited polypeptides rather than demonstrating the inventors were in possession of the full scope claimed. This is particularly so given the limits of the then-available analytical tools noted above and the fact that the structural connections and three dimensional modeling Patent Owner’s experts attempt to make (see, e.g., Ex. 2070 ¶¶ 129–213; Ex. 2068 ¶¶ 123–125) do not appear in the written description itself. To the extent the experts disagree on this point, we credit the testimony of Petitioner’s experts over that of Patent Owner’s. See Ex. 1133 ¶¶ 111–230 (identifying problems with the approaches proposed by Patent Owner’s experts). For these reasons, we find that a preponderance of the evidence of record better supports a finding that in the 2011–2012 timeframe, it would have been unpredictable to identify which multiple” slip op. at 53

    • Disclosure Requirements (§112) › Written description (Ariad)Written description inadequateUnpatentable

      “been able to use the data in the Specification to make reasonable predictions about the effect of multiple modifications on hyaluronidase activity, we view this testimony to at most describe a research plan (i.e., a “tool to engage in further modification”14) for finding the recited polypeptides rather than demonstrating the inventors were in possession of the full scope claimed. This is particularly so given the limits of the then-available analytical tools noted above and the fact that the structural connections and three dimensional modeling Patent Owner’s experts attempt to make (see, e.g., Ex. 2070 ¶¶ 129–213; Ex. 2068 ¶¶ 123–125) do not appear in the written description itself. To the extent the experts disagree on this point, we credit the testimony of Petitioner’s experts over that of Patent Owner’s. See Ex. 1133 ¶¶ 111–230 (identifying problems with the approaches proposed by Patent Owner’s experts). For these reasons, we find that a preponderance of the evidence of record better supports a finding that in the 2011–2012 timeframe, it would have been unpredictable to identify which multiple” slip op. at 53

    • Disclosure Requirements (§112) › Enablement (Wands, Amgen full scope)Not enabledUnpatentable

      “an enzyme has folded,” Dr. Naismith states, “there would need to be additional evidence to justify a conclusion that the folded enzyme is sufficiently stable to retain its folded state” and “a POSA would not believe an enzyme had ‘properly folded’ if it did not maintain activity over a meaningful period or if it formed aggregates within a short period.” Id. ¶ 59.” slip op. at 78

    Patent outcomesUS 12,110,520 unpatentable
    § 103 obviousness§ 112 disclosurecites Phillips · KSR · Graham
    Patents in suitUS 12,110,520
  • PTAB · Aug 26, 2026 · IPR2025-00913 · APJ Brian P Murphy · IPR · Final written decision

    Claims 1–30 are unpatentable: claims 1–25, 27–28, and 30 as obvious over Menon, Trefethen, RS6000, and POEref; claims 26 and 29 over those references plus MPIref.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “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. We adopt the Petition’s formulation of the level of ordinary skill in the art, which is consistent with the ’034 patent, the prior art of record, and the testimony of both experts.” slip op. at 11

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed petitioner constructionOther

      “processor,” “multi-core” processor, or “singular ‘hardware processor’ that ‘comprises’ (or ‘with’) multiple ‘processing cores’” as Patent Owner contends. Resp. 11–12, 21; see also Ex. 1163 ¶ 22 (“The claim does not recite ‘single chip,’ ‘single package,’ ‘single die,’ or ‘single multi-core microprocessor.’”). Nor do the claims recite a plurality of processing cores “within” a single-chip package or read as “multi-core within a processor” as argued by Patent Owner. Resp. 12–14; Sur-Reply 2; see Reply 6 (citing Ex. 1163 ¶ 23 (“Thus, the phrase ‘with a plurality of processing cores’ identifies the required processing resources associated with the hardware processor; it does not import a packaging limitation.”)). The claims do recite a hardware processor “with” a plurality of processing cores; a critical distinction even Patent Owner reads as open-ended, i.e., as a hardware processor that “comprises” a plurality of processing cores. See Resp. 11 (“the claims require a singular ‘hardware processor’ that ‘comprises’ (or ‘with’) multiple ‘processing cores’”). Consequently, the claim language does not support Patent Owner’s proposed construction of “a . . . hardware processor with a plurality of processing cores” as a single multi-core processor. cores it contains” in reliance on a parsed description in the ’034 patent specification: The specification explains: “Each processor can contain one or more processor cores that are capable of single-threaded execution. Processor cores are generally independent microprocessors, but more than one can be included in a single-chip package.” Id. at 1212 (partially quoting Ex. 1001, 5:11–16); Sur-Reply 2. The quoted description does not support Patent Owner’s contention that the claimed “a . . . hardware processor with a plurality of processing cores” must be limited to a “single multi-core processor” that “locates multiple cores within a ‘single-chip package,’” i.e. limited to a single multi-core microprocessor such as “a Core 2 Duo is one processor package with two cores.” Resp. 12– 13, 21 (citing Ex. 1001, 7:15–25). The description quoted above from column 5, moreover, describes a “processor” that “can contain one or more processor cores” each of which can be an independent microprocessor. Reply 2–3 (citing Ex. 1001, 5:11–16; Ex. 1163 ¶¶ 10–14). As Petitioner emphasizes, the specification distinguishes a “processor” from a “microprocessor” and describes a “processor” that “can be one or more general purpose single-core or multi-core microprocessors,” rather than limiting a “processor” to a single multi-core microprocessor. Reply 3–5 (citing Ex. 1001, 7:14–36, Fig. 1; Ex. 1163 ¶¶ 15–18).” slip op. at 13

    • Obviousness (§103) › Analogous artAnalogous artDecided for petitioner

      “art because they pertain to the same “field of cluster computing” as the ’034 patent and “are reasonably pertinent to the problem of the ’034 patent, namely, executing a single program on multiple nodes.” Pet. 22 (citing Ex. 1001, 1:14–15; Ex. 1003, ¶¶ 65–69; Ex. 1005, 2; Ex. 1006, Abstract). The Petition emphasizes that Menon expressly cites and builds on the MultiMATLAB system taught by Trefethen. Id. (citing Ex. 1003 ¶ 71; Ex. 1005, 1–2). The Petition contends that: combination of prior art elements according to known methods (executing MATLAB code on a multiprocessor system) to yield the predictable result discussed in both papers: the MultiMATLAB system executing MATLAB in parallel to perform mathematical calculations. Id. at 22–23 (citing Ex. 1003 ¶ 70; Ex. 1005, Abstract; Ex. 1006, 2–7). The Petition further contends that a POSITA would have found it predictable to combine Trefethen with Menon with a reasonable expectation of success “because researchers had a strong desire to parallelize MATLAB.” Id. at 23–24 (citing Ex. 1003 ¶ 73; Ex. 1005, 2; Ex. 1006, 11–12.)” slip op. at 27

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner

      “A POSITA would have had an especially strong reason to read these references together because they address the same project, the same MATLAB-based parallel-computing problem, and the same MultiMATLAB command environment. Menon expressly identifies Trefethen’s MultiMATLAB work and then describes a redesigned architecture that preserves the same user-level objective––parallel MATLAB computations—while improving implementation details and extensibility. A POSITA therefore would not view the references as mutually exclusive alternatives. Rather, a POSITA would understand Trefethen as teaching specific MultiMATLAB commands and examples, including Eval, Send, Recv, and the architecture was implemented and improved in a later version. Ex. 1163 ¶¶ 71–72 (emphases added). We find the above reasoning persuasive and adopt it as our own. Petitioner and Dr. Bajaj demonstrate a sound technical motivation for a POSITA—someone having a bachelor’s degree in computer science, computer engineering, or electrical engineering and two years of experience working in the field of cluster computing or parallel processing—to combine Menon and Trefethen: to improve MATLAB’s operational performance and extensibility in a parallel operating environment. Menon builds on Trefethen to improve and extend the parallel processing capabilities of MultiMATLAB: “This system will enable users to access high-performance parallel routines from within the MATLAB environment, to extend the environment with new parallel routines, and to use these routines to develop parallel applications with the MATLAB language.” Ex. 1005 Abstract. Menon is intended to be read in conjunction with Trefethen, as would be expected from two references generated by the same research group at the same university addressed to the same technical subject matter about a year apart. Ex. 1005, 1; Ex. 1006, Ex. 1086 ¶¶ 65, 101, 102. The very first citation in Menon is to Trefethen. Ex. 1005, 2, 16.” slip op. at 30

    Patent outcomesUS 11,570,034 unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,570,034
  • PTAB · Aug 3, 2026 · IPR2025-00283 · APJ Lilan Ren · IPR · Final written decision

    The Board cancelled claim 11 and granted substitute claims 14–16, finding Petitioner had not shown those claims unpatentable on any asserted ground.

    RulingsFinal written decision
    • PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, grantedGranted

      “must determine whether the motion to amend meets the statutory and regulatory requirements set forth in 35 U.S.C. § 316(d) and 37 C.F.R. § 42.121. Lectrosonics, Paper 15 at 4. In that regard, Patent Owner bears the burden of persuasion to show that: (1) the amendment proposes a reasonable number of substitute claims; (2) the amendment responds to a ground of unpatentability involved in the trial; (3) the amendment does not seek to enlarge the scope of the claims of the patent or introduce new subject matter;” slip op. at 9

    • ExcludeMotion to exclude, deniedDenied

      “In this case, Patent Owner’s expert “Dr. Zhou signed the second declaration, stood behind its contents, and was available for cross-examination.” Paper 35, 4. Petitioner does not dispute this statement. Paper 39, 1. Petitioner does not identify any specific undue prejudice caused by Exhibit 2008. For example, Petitioner argues that “the failure to impress upon a witness that a statement is under oath goes to the heart of its reliability as evidence” and that “as the Board has recognized, hearsay is inherently unreliable” without specifying what statement in Exhibit 2008 lacks reliability. Paper 39, 4. Because Petitioner does not provide specific evidence of undue prejudice, we find Petitioner has suffered no such undue prejudice in this case. See Liquidia, 2021 WL 4860773 at *25. We therefore deny Petitioner’s Motion to Exclude on the basis of lack of authenticity. With regard to the assertion that Exhibit 2008 is hearsay, Petitioner objects to the exhibit because the testimony is based “on other informal and unpublished documents that are hearsay under FRE 802.” Paper 29, 1. Petitioner does not specify what such “informal and unpublished documents” are. See id. Federal Rule of Evidence 703 expressly states, “[a]n expert may base an opinion on fact or data in the case that the expert has been made aware of or personally observed.” The facts or data “need not be deny Petitioner’s Motion to Exclude on the basis of hearsay.” slip op. at 50

    • Disclosure Requirements (§112) › Written description (Ariad)Written description adequateNot shown unpatentable

      “Petitioner’s argument is unpersuasive. Paragraph 59 of the ’503 application describes formula 8-1 but does not support Petitioner’s argument that other unknown formulas may be included in the recited modified heavy chains. Ex. 2003 ¶ 59. Petitioner’s hypothesis that the recited heavy chains may (or may not) encompass unknown formulas is also inapposite to the written description inquiry before us — that is, whether the inventor was in possession of the subject matter recited in claims 14–16 based on the disclosure including formulas 8-1, 8-2, and 8-3. See PowerOasis, 522 F.3d at 1306.” slip op. at 14

    • Disclosure Requirements (§112) › Enablement (Wands, Amgen full scope)EnabledNot shown unpatentable

      “These arguments in the Sur-Reply are unpersuasive to show a lack of enablement first and foremost because the arguments do not specifically provide evidence showing that any purported experimentation is undue. See Sur-Reply 2–8 (asserting, but without providing evidence under any specific Wands factors, that the examples and guidance in the specification do not extend to the broad scope of all antibodies); see Wands, 858 F.2d at 737. We again emphasize that the analysis of undue experimentation does not necessarily require every Wands factor to be explicitly addressed but the analysis must be based on “weighing many factual considerations” depending on the nature of the invention and underlying art. Cephalon, Inc. v. Watson Pharms., Inc., 707 F.3d 1330, 1336 (Fed. Cir. 2013). The assertion that the claim scope is broad alone does not suffice to show a lack of enablement based on the record before us. Moreover, as we note supra, Petitioner’s claim scope argument is based on the false premise that the scope of claims 14–16 is as broad as the claim term “antibody” without taking into account all other claim elements. For example, Petitioner does not disagree with Patent Owner’s statement that “[t]he ’675 Patent’s specification discloses the structural modification site, the chemistry used to modify that residue, and working examples demonstrating the modification” (Reply 2), but asserts only that “[t]he disclosure of SSFI that only binds to IgG1 Fc domains (SEQ ID NO:1) is . . . . inconsistent with the expansive scope of the claims.” Sur-Reply 5. Petitioner’s argument that the claims encompass proteins that lack a lysine reside at a 248 position improperly excludes from the claim language the “lysine residue at 248 position . . . [as] determined by the EU numbering system” that claims 14–16 require. As Dr. Zhou testifies, “each proposed lysine residue at position 248 (EU numbering) is covalently modified with a specific attachment with a terminal bio-orthogonal click-chemistry functional group. The specification describes targeted transfer of a chemical functional group to lysine 248” and when claims 14–16 are considered in their entirety, which includes all claim elements, “[a] POSA would understand the claim itself to limit the modified antibodies to those with lysine at position 248.” Ex. 2004 ¶ 48; Ex. 2008 ¶ 47. We also note that Patent Owner states “a POSA would understand that the phrase ‘one or more modified heavy chain’ encompasses antibodies within typical DAR distributions (i.e., fractional numbers) rather than requiring a distinct process for producing antibodies bearing modified heavy chains in exact integers.” Reply 2–3. Moreover, Patent Owner states that PepTalk Presentation demonstrates that “a POSA would understand antibody conjugation products to exist as mixtures rather than discrete whole number species” because PepTalk Presentation “presents DAR values as non-integer measurements, i.e. DARs of 1.8 and 1.9 reflecting such distributions.” Id. at 3 (citing Ex. 1007, 28). According to Patent Owner, “preparations having an average DAR of approximately 1.8 (commonly referred to in practice as ‘DAR2’) may reflect typical reaction distributions in which some antibodies contain two modified heavy chains while others contain fewer.” Id. at 3 (citing Ex. 2008 ¶ 46). Petitioner does not rebut these statements. See Sur-Reply 2–8. Based on the foregoing, the evidence before us does not show any” slip op. at 27

    Patent outcomesUS 11,896,675 not shown unpatentable
    § 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · KSR · Graham · Nautilus
    Patents in suitUS 11,896,675
  • Google LLC v. Brodti Inc.All claims unpatentable
    PTAB · Jun 30, 2026 · IPR2025-00472 · APJ Stephen E Belisle · IPR · Final written decision

    Claims 1–20 are unpatentable as obvious under § 103 over Nicholas, Laidlaw, Mayadas, and Error, with Yasnovsky added for claims 7, 8, 16, 17, and 20.

    RulingsFinal written decision
    • Skill levelSkill level patent owner adoptedDecided for patent owner

      “Petitioner’s and Patent Owner’s definitions for the level of ordinary skill in the art are substantially similar. In light of the record before us, we adopt Patent Owner’s proposal regarding the level of ordinary skill in the art. Based on our review of the ’898 patent and the prior art of record, we determine that the definition offered by Patent Owner comports with the qualifications a person would have needed to understand and implement the teachings of the ’898 patent and the prior art, particularly experience pertaining to Internet/web interfaces and web-based media. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (explaining that specific findings regarding ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown”) (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985)). Neither party argues, nor do we determine, that the outcome of our Decision depends on which party’s definition is selected.” slip op. at 11

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

      “includ[e] a server and one or more webpages that may be provided by the server for display in a web browser.” Pet. Reply 5 (citing Ex. 1026 ¶¶ 13–15). Petitioner argues, and we agree, that the Specification strongly supports this construction (requiring a server and webpage(s)) by describing a “website” as synonymous with a server computer system: “The WWW [(World Wide Web)] service allows a server computer system (i.e., Web server or Web site) to send graphical Web pages or screens of information such as the advertising materials to a remote client computer system 10.” Ex. 1001, 3:66–4:2 (emphases added); see id. at Fig. 1 (depicting a service engine and webpages as a web server, i.e., website), 3:15–18 (describing Figure 1 as showing “a server of the website” (emphasis added)); Pet. Reply 5; see Ex. 1026 ¶ 13. Petitioner also submits a supporting (and persuasive) contemporaneous technical dictionary definition of “website,” which highlights the distinction between a lay person’s understanding of the term versus that of the relevant artisan. Pet. Reply 5–6. This definition explains that the “common but technically inaccurate” usage of “website” is to mean “Web page,” but the technically correct usage of “website” is to mean “one or more computers that are associated with a fully qualified domain name and make content available on the Web.” Id. (citing Ex. 1028, 402). Petitioner’s expert, Dr. Crovella, likewise testifies that “[a] website cannot exist without the server or computer that provides its webpages.” Ex. 1026 ¶ 15; see Ex. 1027, 36:8–20 (Patent Owner’s expert, Dr. Myler, agreeing that “it has to be some machine somewhere that’s providing the webpages for the website.”). The limitations of claim 1 also support Petitioner’s position that “website” includes a server and webpage(s). Reply 5. For example, claim 1 recites advertising material for “populat[ing] on one or more websites,” and selected “advertising buy options comprise at least one website of the respective websites.” Ex. 1001, 10:29–51 (emphases added). We find these limitations make the most technical sense where “website” implicates an Internet domain or domain name, such as brodti.com, which itself is a computer system (server) and associated webpage(s) reached via that domain name. This interpretation aligns with testimony of Patent Owner’s expert, Dr. Myler, in which he states that a “website” describes “a group of webpages at a particular domain (e.g., www.espn.com, www.espn.com/nba, www.espn.com/nfl, www.espn.com/nhl).” Ex. 2009 ¶ 68 (emphasis in italics added). In other words, brodti.com and espn.com are two different websites, with each website having one or more webpages (e.g., www.espn.com/nba, www.espn.com/nfl), and such websites include a server giving life to such webpage(s). slip op. at 15

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

      “Patent Owner proffers that placing advertising material “within” web property content means “inserting” an advertisement into particular content. PO Resp. 12. Petitioner responds that “placing . . . within” means what it says, and notes that “[t]he words ‘insert’ or ‘inserting’ appear nowhere in the [Specification].” Pet. Reply 7–8; see id. at 8 (Petitioner arguing that Patent Owner’s expert “admitted that the claim does not specify details regarding how advertising material needs to be placed within web property content.” (citing Ex. 1027, 29:18–24)). Patent Owner replies that the relevant artisan allegedly “would have understood ‘placing . . . within’ to mean ‘inserting into,’” but then submits that whether “placing . . . within” versus “inserting into” is used does not matter because Petitioner allegedly has not demonstrated the obviousness of either. PO Sur-reply 17. As Petitioner observes, “[i]t is unclear if Patent Owner intended any difference in meaning between these two terms.” Pet. Reply 8. Accordingly, based on the complete record before us, we determine that no further construction of this limitation is needed, and “placing A within B” means what it says—“placing A within B.”” slip op. at 20

    • Expert testimonyPetitioner expert creditedOther

      “determining” of impression validity feature of limitation 1[h] by disclosing “a ‘single-pixel’ image technique for determining that an impression is valid,” e.g., by using “cookies.” Pet. 42–45. Petitioner’s expert, Dr. Crovella, testifies that this “single-pixel” impression tracking technique would have been a “well-known” technique to the relevant artisan, and as described by Error, operates as follows: [A] URL link for a single pixel (or transparent) image file is embedded onto a webpage that is delivered to a web browser. The image is not meant to be viewed and will likely not be visible to the user. After the user’s browser receives the webpage, it uses the embedded URL link to request the single-pixel image from a server. The receipt of that request by the server provides an indication that the user’s web browser actually received and presented the web page to the user. Ex. 1002 ¶ 133 (citing Ex. 1007, 1:36–54, 2:6–21); see id. at ¶¶ 132–139. slip op. at 43

    Patent outcomesUS 11,416,898 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 11,416,898
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