• Apple Inc. v. Theta IP, LLCAll claims unpatentable
  PTAB · Nov 24, 2025 · IPR2024-00817 · APJ Kara L Szpondowski · IPR · Final written decision

  Claims 1–8 are unpatentable as obvious over Behbahani, Leete, and Tan; Patent Owner’s motion to strike is denied.

  RulingsFinal written decision

  • Strike new argumentNew argument consideredDenied

    “Pursuant to 37 C.F.R. § 42.23(b), a reply “may only respond to arguments raised in the corresponding . . . patent owner response.” We agree with Petitioner, for the reasons stated in the Opposition, that the arguments and declaration testimony is responsive to arguments raised in the Patent Owner Response. See Opp Mot. 7–11 (explaining the positions taken in the Petition, Patent Owner’s arguments in Response, and the arguments presented in Reply); Corephotonics, Ltd. v. Apple Inc., 84 F.4th 990, 1008– 1009 (Fed. Cir. 2023). Petitioner does not provide a new theory of unpatentability; rather, Petitioner responds and elaborates on the theory presented in the Petition to explain why Patent Owner’s arguments are incorrect. E.g., Chamberlain Grp., Inc. v. One World Techs., Inc., 944 F.3d 919, 925 (Fed. Cir. 2019) (“Parties are not barred from elaborating on their arguments on issues previously raised.”); Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1081–82 (Fed. Cir. 2015) (reasoning that rebuttal evidence should be responsive such that it is offered “to explain, repel, counteract, or disprove the evidence of the adverse party”). “[T]he introduction of new evidence in the course of the trial is to be expected in [IPR] trial proceedings” and permissible “as long as the opposing party is given notice of the evidence and an opportunity to respond to it.” Genzyme Therapeutic Prods. Ltd. P’ship v. Biomarin Pharm. Inc., 825 F.3d 1360, 1366 (Fed. Cir. 2016).” slip op. at 12

  • Skill levelSkill level patent owner adoptedDecided for patent owner

    “Petitioner thus proposes a Master’s degree with two years of experience, while Patent Owner proposes a Bachelor’s degree with five years of experience. At the institution stage, we did not see a material difference in the proposals given that both parties also indicate that more education could substitute for less experience and vice versa, and thus adopted Patent Owner’s proposal. Inst. Dec. 11. We requested that the parties address during trial if either believed that the choice of one proposal over the other would make a difference in the patentability analysis. Id. Neither party has done so. Accordingly, because nothing in the record persuades us that our preliminary finding in the Institution Decision was incorrect, and because neither party has challenged our finding, we maintain our adoption of Patent Owner’s proposed level of ordinary skill in the art.” slip op. at 15

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

    “Thus, the parties do not dispute the meaning of “signal path,” and we adopt the district court’s construction of plain and ordinary meaning, as agreed by the parties. See PO Resp. 40–41; Pet. 9; Ex. 2025, 14. The dispute concerns the application of this and the surrounding claim language (i.e., “in the receiver signal path”) to the disclosures in Behbahani. See PO Resp. 40–42. Therefore, we will provide further discussion in the context of the parties’ arguments regarding Behbahani below. However, we agree with Patent Owner’s plain reading of the claim language in limitation 1(e) and the corresponding limitations in independent claims 3, 5, 7, and 8 – i.e., that “[t]he plain language requires adjusting a bias current, or a bias current and an impedance, in a circuit, while it is in the signal path.” See PO Resp. 48. We determine that it is not necessary to provide an express interpretation of any other claim terms for purposes of this Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017); Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”).” slip op. at 20

  • Settled expectationsNot reached

    “Owner’s] settled expectations in long-standing patent rights, and Office policies and efficiency.” Id.; see id. at 25–26. Patent Owner’s arguments essentially reassert the arguments made in the Preliminary Response that inter partes review should be discretionarily denied under 35 U.S.C. § 314(a) and 35 U.S.C. § 325(d). In the Institution Decision, we were not persuaded by these arguments. Inst. Dec. 15–22. Patent Owner argues that in Ecto World, LLC v. RAI Strategic Holdings, Inc., IPR2024-01280, Paper 13 (PTAB May 19, 2025) (§ A precedential) supports denial under 35 U.S.C. § 325(d). Sur-reply 25. However, Ecto World was designated precedential on May 19, 2025, and our Standard Operating Procedure 2 provides that “[a] precedential decision is binding Board authority in subsequent matters involving similar facts or issues.” SOP2, 7 (emphasis added). Therefore, re-evaluation under Ecto World does not appear to be appropriate under the circumstances here. Patent Owner also argues that proceedings can be properly dismissed post-institution in the Director’s discretion. Sur-reply 26. In support, Patent Owner cites to Hulu LLV v. Piranha Media Distribution, LLC, IPR2024- 01252, Paper 17, at 3 (PTAB April 17, 2025). Id. However, in Hulu, the patent owner timely sought Director Review after the institution decision, and upon Director Review, the institution decision was vacated and denied. IPR2024-01252, Papers 16, 19, 27. By contrast, here, Patent Owner raised this issue for the first time in the Sur-reply (filed August 5, 2025, nearly three months after Ecto World was designated precedential), approximately three weeks prior to oral argument. Patent Owner also did not file a motion to terminate the proceeding. Although we recognize that “that the Board has the inherent authority to reconsider institution decisions (beyond the regulatory time for a patentee’s entitlement to seek reconsideration),” Sling TV, L.L.C. v. Realtime Adaptive Streaming LLC, 840 F. App’x 598, 598–99 (Fed. Cir. 2021), we decline to do so at this late stage in the proceeding.” slip op. at 63

  Patent outcomesUS 10,129,825 unpatentable
  Claim construction§ 103 obviousnessDiscretionary denialcites KSR · Graham
  Patents in suitUS 10,129,825
• Apple Inc. v. Theta IP, LLCNo claims unpatentable
  PTAB · Nov 24, 2025 · IPR2024-00818 · APJ Kara L Szpondowski · IPR · Final written decision

  Claims 1, 2, and 4–23 were not shown unpatentable over Behbahani, Leete, and Tan because the combination did not teach comparing desired and interferer signal strengths.

  RulingsFinal written decision

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

    “Behbahani teaches “comparing the strength of the desired signal to the strength of the interfere signal,” as recited in limitation 1(a). See PO Resp. 68–69; Sur-reply 21–23. Although Petitioner argues that Behbahani “expressly teaches comparing the desired and interferer signal strengths,” Petitioner does not cite to sufficient evidence in support of this statement. Pet. 38. The basis of Petitioner’s argument is that Behbahani teaches the same process for determining signal strengths as shown in Figure 4 of the ’202 patent. Figure 4 of the ’202 patent is reproduced below: Figure 4 shows, among other things, signal strength indicator circuits 440 and 450 connected to input line 410 and output line 460, on either side of gain element 420 and filter 430. Ex. 1001, 6:53–57. The input signal on input line 410 is shown as desired signal 412 and interferers 464 and 466. Id. at 59–61. Figure 4 is further described as follows. The signal strength indicators 440 and 450 do not provide information as to the relative sizes of the desired and interfering signals. Rather, a cumulative signal level is provided at their outputs. For example, the first signal strength indicator 440 outputs a level corresponding to the sum of desired signal 412 and interfering signals 414 and 416, while the second signal strength indicator 450 provides a signal level corresponding to the sum of desired signal 462 and interfering signals 464 and 466. In this specific example, the gain of the gain and filter circuit combinations is shown as approximately one, while the interfering signals 414 and 416 signal levels are reduced. A comparison of the signal levels provided by the signal strength indicators 440 and 450 indicates that much of the combined received signal on line 410 has been filtered. Accordingly, it may be deduced that large interfering signals present at the input are being filtered by the filter 430. From this information, as will be shown in greater detail below, the bias, impedance, and gain of the gain stage 420 and filter 430 combination may be optimized to reduce power dissipation. Ex. 1001, 6:61–7:13 (emphasis added). In other words, Figure 4 shows a comparison of a sum of the desired and interferer signals output from the strength indicator circuits, not a comparison of the strength of the desired signal and the strength of the interferer signal, as required by the claim language. See Sur-reply 22–23. The ’202 patent describes Figure 4 as “an embodiment,” and claims are not limited to specific embodiments described in the specification. See Phillips v. AWH Corp., 415 F.3d 1303, 1323 (Fed. Cir. 2005) (en banc). Petitioner even admits that Figure 4 “compar[es] a cumulative signal strength at a first node to a cumulative signal strength at a second node.” Pet. 36 (emphasis added). In the Reply, Petitioner argues that Patent Owner “ignores the” slip op. at 33

  • Strike new argumentNew argument consideredDenied

    “Pursuant to 37 C.F.R. § 42.23(b), a reply “may only respond to arguments raised in the corresponding . . . patent owner response.” We agree with Petitioner, for the reasons stated in the Opposition, that the arguments in the Reply and Reply declaration testimony are responsive to arguments raised in the Patent Owner Response. See Opp Mot. 7–12 (explaining the positions taken in the Petition, Patent Owner’s arguments in Response, and the arguments presented in Reply); see Corephotonics, Ltd. v. Apple Inc., 84 F.4th 990, 1008–1009 (Fed. Cir. 2023). Petitioner does not provide a new theory of unpatentability; rather, Petitioner responds and elaborates on the theory presented in the Petition to explain why Patent Owner’s arguments are incorrect. E.g., Chamberlain Grp., Inc. v. One World Techs., Inc., 944 F.3d 919, 925 (Fed. Cir. 2019) (“Parties are not barred from elaborating on their arguments on issues previously raised.”); Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1081–82 (Fed. Cir. 2015) (reasoning that rebuttal evidence should be responsive such that it is offered “to explain, repel, counteract, or disprove the evidence of the adverse party”). “[T]he introduction of new evidence in the course of the trial is to be expected in [IPR] trial proceedings” and permissible “as long as the opposing party is given notice of the evidence and an opportunity to respond to it.” Genzyme Therapeutic Prods. Ltd. P’ship v. Biomarin Pharm. Inc., 825 F.3d 1360, 1366 (Fed. Cir. 2016). We also note that our Consolidated Trial Practice Guide (“CTPG”) states that In most cases, the Board is capable of identifying new issues or belatedly presented evidence when weighing the evidence at the close of trial, and disregarding any new issues or belatedly presented evidence that exceeds the proper scope of reply or sur-reply. As such, striking the entirety or a portion of a party's brief is an exceptional remedy that the Board expects will be granted rarely. CTPG at 80, 84 Fed. Reg. 64,280 (Nov. 21, 2019). We follow that guidance here. Further, Patent Owner argues that Dr. Abidi’s testimony as a co- author of Behbahani is “self-serving and unsupported.” Mot. 6–7. The fact that Dr. Abidi is a co-author of Behbahani, as well as Petitioner’s expert, is not, in and of itself, sufficient to discredit Dr. Abidi’s testimony. The CTPG provides that “[t]he Board has broad discretion to assign weight to be accorded expert testimony.” CTPG 35. We are capable of discerning from the testimony and the evidence presented whether Dr. Abidi’s testimony should be entitled to any weight, either as a whole or with regard to specific issues. We will weigh the testimony on an issue-by-issue basis as appropriate. Moreover, to the extent that Patent Owner has pointed out the inadequacies of Dr. Abidi’s testimony, we are also capable of noting those inadequacies and weighing that testimony accordingly. For the foregoing reasons, Patent Owner’s motion to strike is denied.” slip op. at 11

  • Expert testimonyPetitioner expert discountedOther

    “We also disagree with Petitioner that “Dr. Abidi provided well- reasoned analysis that Behbahani teaches determining and comparing desired and interferer signal strengths.” Reply 27 (citing Ex. 1003 ¶¶ 179– 181). We have reviewed the Dr. Abidi’s testimony cited in the Petition and Reply for limitation 1(a) (Ex. 1003 ¶¶ 95, 96, 113–120, 179–181; Ex. 1042 ¶¶ 12–16), and we disagree that Dr. Abidi provided well-reasoned analysis that Behbahani teaches comparing desired signal strengths with interferer signal strengths. Rather, Dr. Abidi’s testimony focuses on determining or measuring desired and interferer signal strengths, generally simply repeats what is in the Petition, and only provides a conclusory assertion that Behbahani expressly teaches comparing the strengths of the desired and interferer signals without providing any explanation. See TQ Delta, LLC v. Cisco Sys., Inc., 942 F.3d 1352, 1358–59 (Fed. Cir. 2019) (“Conclusory expert testimony does not qualify as substantial evidence.”). Accordingly, Dr. Abidi’s supporting testimony is also deficient. See 37 C.F.R. § 42.65(a) (“Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.”). As Patent Owner points out, the only comparison mentioned by Petitioner in Behbahani is to derive the strength of the interferer signal. Sur-reply 22 (citing Pet. 38–39); Ex. 1004, 1207 (“[B]y comparing the signal level at the input and the output of the digital filter (DI and DO), the relative strength of the out-of-channel signal that passes through the analog filter is calculated”). Accordingly, for the foregoing reasons we determine that Petitioner has not shown that Behbahani teaches limitation 1(a).” slip op. at 36

  • Skill levelSkill level patent owner adoptedDecided for patent owner

    “Petitioner thus proposes a Master’s degree with two years of experience, while Patent Owner proposes a Bachelor’s degree with five years of experience. At the institution stage, we did not see a material difference in the proposals given that both parties also indicate that more education could substitute for less experience and vice versa, and thus adopted Patent Owner’s proposal. Inst. Dec. 11. We requested that the parties address during trial if either believed that the choice of one proposal over the other would make a difference in the patentability analysis. Id. Neither party has done so. Accordingly, because nothing in the record persuades us that our preliminary finding in the Institution Decision was incorrect, and because neither party has challenged our finding, we maintain our adoption of Patent Owner’s proposed level of ordinary skill in the art.” slip op. at 14

  Patent outcomesUS 10,524,202 not shown unpatentable
  Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · Graham
  Patents in suitUS 10,524,202
• Apple Inc. v. Theta IP, LLCAll claims unpatentable
  PTAB · Nov 24, 2025 · IPR2024-00820 · APJ Aaron W Moore · IPR · Final written decision

  Claims 1–3, 5–6, and 8–11 are unpatentable as obvious over Behbahani and Tan; Patent Owner’s motion to strike is denied.

  RulingsFinal written decision

  • ExcludeMotion to exclude, deniedDenied

    “Under 37 C.F.R. § 42.23(b), a reply “may only respond to arguments raised in the corresponding . . . patent owner response.” We agree with Petitioner, for the reasons stated in the Opposition, that the arguments and declaration testimony are responsive to arguments raised in the Patent Owner Response. See Opp Mot. 7–10 (explaining the positions taken in the Petition, Patent Owner’s arguments in Response, and the arguments presented in Reply); Corephotonics, Ltd. v. Apple Inc., 84 F.4th 990, 1008– 1009 (Fed. Cir. 2023). Petitioner does not provide a new theory of unpatentability; instead, Petitioner appropriately responds and elaborates on the theory presented in the Petition to explain why Patent Owner’s arguments are incorrect. See, e.g., Chamberlain Grp., Inc. v. One World Techs., Inc., 944 F.3d 919, 925 (Fed. Cir. 2019) (“Parties are not barred from elaborating on their arguments on issues previously raised.”); Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1081–82 (Fed. Cir. 2015) (reasoning that rebuttal evidence should be responsive such that it is offered “to explain, repel, counteract, or disprove the evidence of the adverse party”). “[T]he introduction of new evidence in the course of the trial is to be expected in [IPR] trial proceedings” and is permissible “as long as the opposing party is given notice of the evidence and an opportunity to respond to it.” Genzyme Therapeutic Prods. Ltd. P’ship v. Biomarin Pharm. Inc., 825 F.3d 1360, 1366 (Fed. Cir. 2016).” slip op. at 11

  • Skill levelSkill level patent owner adoptedDecided for patent owner

    “Petitioner thus proposes a Master’s degree with two years of experience, while Patent Owner proposes a Bachelor’s degree with five years of experience. At the institution stage, we did not see a material difference in the proposals given that both parties also indicate that more education could substitute for less experience and vice versa, and we thus adopted Patent Owner’s proposal. See Inst. Dec. 14. We requested that the parties address during trial if either believed that the choice of one proposal over the other would make a difference in the patentability analysis. Id. Neither party has done so. Accordingly, because nothing in the record persuades us that our preliminary finding in the Institution Decision was incorrect, and because neither party has challenged our finding, we maintain our adoption of Patent Owner’s proposed level of ordinary skill in the art.” slip op. at 15

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningPrior construction adoptedDecided for petitioner

    “Revvo Techs., Inc. v. Cerebrum Sensor Techs., Inc., IPR2025-00632, Paper 20 at 3–5 (Director Nov. 3, 2025) (precedential), addressing situations where a petitioner takes different claim construction positions before the Board and a district court. In Revvo, the petitioner advanced its own proposed claim construction in a related district court litigation but adopted in the IPR a different proposed construction, which was advanced by the patent owner in the district court litigation. Revvo at 2. The Director acknowledged that “a petitioner is not necessarily precluded from arguing different claim construction positions before a district court and the Board,” but that if the petitioner does so, it “should explain sufficiently why the different positions are warranted.” Id. at 5. “For example,” the Director explained, “if a party advances a narrow construction in the district court and the district court declines to adopt the narrow construction, the party would have sufficient reason for advancing the broader, court-adopted construction in a proceeding before the Board.” Id. Here, as in the Director’s example, Petitioner advanced a narrower construction of “signal path” before the district court, which the district court declined to adopt. See Pet. 9; Ex. 2015. Instead, the district court adopted a “plain-and-ordinary meaning” construction, which Patent Owner proposed. See PO Resp. 38, 41; Ex. 2015; Ex. 2025, 5–14. In the Petition, Petitioner proposed applying the plain and ordinary meaning constructions that had already been preliminarily adopted by the district court. Compare Pet. (filed May 1, 2024) with Ex. 2015 (preliminarily adopting plain and ordinary meaning construction on March 25, 2024). Applying Revvo, we find that Petitioner had a sufficient reason for advancing the broader, courtadopted construction in this IPR. Thus, the parties do not dispute the meanings of “signal path,” and we adopt the district court’s construction of plain and ordinary meaning, as agreed by the parties. The “signal path” dispute concerns the application of this and the surrounding claim language (i.e., “in the receiver signal path”) to the disclosures in Behbahani. See PO Resp. 41–43. Therefore, we will provide further discussion in the context of the parties’ arguments regarding Behbahani below. However, we agree with Patent Owner that “plain language [of the claims] requires adjusting the impedance (or bias) of a circuit or component in the signal path.” PO Resp. 49. The parties also address the meaning of the terms “dynamically increasing/decreasing,” which Petitioner refers to as the “dynamic limitation.” See Pet. 9; PO Resp. 37–41. Petitioner proposes that the Board accept Patent Owner’s proposed construction, which was adopted by the district court in the related litigation, both preliminarily and following the Markman hearing. See Pet. 9–10; Ex. 2015, 2–3; Ex. 2025, 40. At Institution, we adopted the district court’s construction, that the term should be given its plain and ordinary meaning which is “varying during operation based, at least in part, on information gained during operation,”4 because there was no dispute between the parties. See Inst. Dec. 16. We continue to do so for purposes of this Decision, for the same reasons as set forth above. That is, applying Revvo, we find that Petitioner had a sufficient reason for advancing the broader, court-adopted construction in this IPR.” slip op. at 18

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

    “Petitioner further argues that Tan “provides an example of circuitry used to detect signals at various points in the low-pass filter signal path as a means of implementing a prefilter automatic gain control.” Pet. 29 (citing Ex. 1006, 481); Ex. 1003 ¶ 85. The example in Tan is a peak detector circuit. See Pet. 29–30; Ex. 1003 ¶ 85; Ex. 1006, Fig. 8. Dr. Abidi testifies that a person of ordinary skill in the art would have been motivated to use Tan’s signal strength measurement circuitry to measure nodes AI and AO, as well as to use comparable circuity to measure nodes DI and DO. See Ex. 1003 ¶¶ 85–90. In response to Patent Owner’s argument that it is not possible to measure signal strength with Tan’s peak detectors (see PO Resp. 65–68), Dr. Abidi provides testimony explaining how Tan’s peak detector circuit provides a measure of the signal strength, which we find persuasive, and which is unrebutted by Patent Owner. See Ex. 1042 ¶ 15.” slip op. at 34

  Patent outcomesUS 11,638,210 unpatentable
  Claim construction§ 103 obviousnessDiscretionary denialcites KSR · Graham
  Patents in suitUS 11,638,210
• Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentable
  PTAB · Oct 21, 2025 · IPR2024-00745 · APJ Russell E Cass · IPR · Final written decision

  Claims 45–47, 51, 59, 60, 68, and 69 are unpatentable; claims 56 and 57 are not shown unpatentable. Substitute claims 85–88 and 91 are unpatentable; amendment is granted for claims 92 and 93.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for the person of ordinary skill in the art, except we decline to adopt “at least,” as that language is vague and open-ended. Otherwise, Petitioner’s proposed definition is consistent with the level of 3 Patent Owner does not present objective evidence of nonobviousness. skill reflected in the specification of the ’474 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Accordingly, we adopt Petitioner’s assessment of the level of skill for one of ordinary skill in the art.” slip op. at 11

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

    “Petitioner states that “no formal constructions are presently necessary,” and that it “maps [the] prior art in this Petition in a manner consistent with Patent Owner’s allegations of infringement before the district court.” Pet. 8 (citing Ex. 1017; Ex. 1003 ¶¶ 21–25). Patent Owner states that it believes there is no need to construe any terms of the challenged original claims because there is no underlying controversy regarding any claim terms. PO Resp. 10. For purposes of this Decision, we determine that it is not necessary to provide an express construction of any claim terms. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017); Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”).” slip op. at 12

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

    “3. Motivation to Combine Buibas and Sinyavskiy Petitioner argues that “it would have been obvious to partition Buibas’[s] spiking networks according to the specific techniques disclosed in Sinyavskiy” for multiple reasons. Pet. 13 (citing Ex. 1005 ¶¶ 71–72, 85, 92, 179–203; Ex. 1006 ¶¶ 12, 185, 188, 191, Fig. 6A; Ex. 1003 ¶ 63). First, Petitioner asserts, one of ordinary skill “would have been motivated to partition Buibas’[s] spiking neural network as suggested by Sinyavskiy to parallelize task execution on the robot and improve learning capabilities (e.g., through faster learning, greater computing efficiency, and task-specific learning models) of the Buibas mobile robotic apparatus as described by Sinyavskiy and discussed by Dr. Janet.” Id. (citing Ex. 1003 ¶ 64). Second, Petitioner contends, “partitioning Buibas’[s] robotic brain as suggested by Sinyavskiy would have beneficially expanded the range of tasks that the robot could perform by dedicating partitions to specialized tasks.” Id. at 13– 14 (citing Ex. 1006 ¶¶ 12, 185, 188, Fig. 6A; Ex. 1005 ¶¶ 71–72, 85, 92, 179–205; Ex. 1003 ¶ 65). Third, Petitioner argues, one of ordinary skill “would have been motivated to partition Buibas’[s] spiking neural network as suggested by Sinyavskiy to permit unused partitions or unused resources in the partitions to be reassigned for different tasks,” which would allow for a network processing apparatus that has increased processing capability for the same network capacity while also having a lower cost, size and power consumption. Id. at 14 (citing Ex. 1006 ¶¶ 190–192, 105, 34, code (57); Ex. 1003 ¶ 66). Fourth, Petitioner argues that “Buibas briefly mentions that its spiking neural networks can be partitioned but discloses little detail about the partitioning,” which would invite one of ordinary skill to turn to other references, such as Sinyavskiy, for additional detail on how to implement partitioning. Pet. 14–15 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 67). Fifth, Petitioner asserts, combining Buibas and Sinyavskiy would merely “involve[] the application of known techniques (e.g., Sinyavskiy’s partitioned neural network) to a known system (e.g., Buibas’[s] mobile robot and robotic brain) to yield predictable results (e.g., Buibas’[s] robot using a spiking neural network partitioned as taught in Sinyavskiy),” particularly because “the partitioning of the Buibas neural network is reminiscent of Recurrent Fuzzy Neural Networks (RFNNs) that were already commonplace at the end of the 1990’s.” Id. at 15 (citing Ex. 1003 ¶ 68). Finally, Petitioner contends, the proposed combination merely involves “use of known techniques (e.g., Sinyavskiy’s partitioned neural network) to improve a similar system (e.g., Buibas’[s] mobile robot and robotic brain).” Id. (citing Ex. 1003 ¶ 69). Petitioner further argues that one of ordinary skill “would have reasonably expected success implementing the combination, especially as Buibas and Sinyavskiy describe highly similar systems involving spiking neural networks used for training/operating robots.” Pet. 15–16 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 70). Indeed, Petitioner contends, “Buibas itself confirms that its spiking neural network can be partitioned, while Sinyavskiy provides the details for doing so.” Id. at 16 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 70).” slip op. at 14

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

    “We agree with Patent Owner and Dr. Saber that these “weights” are numerical values associated with connections among neurons, and the “weight vectors” are merely lists of weights. PO Resp. 13–14; Ex. 2001 ¶¶ 66–67. When input is provided to the neural network, the network uses the weights of its connections in a feedforward calculation manner to provide an output that can include an instruction for operating a device. Ex. 2001 ¶ 66. We agree with and find credible Dr. Saber’s testimony that Buibas’s merging of weights or weight vectors results in updated network weights, and does not, by itself, disclose the merging of instruction sets for operating a device, or the correlation of the same set of inputs for all or a portion of a circumstance representation with instruction sets for operating two different devices. Ex. 2001 ¶¶ 65, 67, 69–71.” slip op. at 39

  Patent outcomesUS 11,663,474 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 11,663,474
• Cellco Partnership D/B/A Verizon Wireless / Verizon Corp. Servs. Grp. Inc. et al. v. Headwater Partners I LLCAll claims unpatentable
  PTAB · Oct 14, 2025 · IPR2024-00809 · APJ Hyun J Jung · IPR · Final written decision

  Claims 1–18 are unpatentable: claims 1, 2, and 6–18 as obvious over Limont, Wright, and Xu; claims 3–5 as obvious over those references and Polson.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner argues that a person of ordinary skill in the art “would have been familiar with the changing of configuration settings of end-user devices to control access of the device to network data services, and storing those configuration settings in a protected partition” and “would have gained this knowledge through a mixture of training and work experience, such as by having a Bachelor’s degree in computer science and two years of experience.” Pet. 7–8 (citing Ex. 1003 ¶¶ 41–43). For institution, we adopted Petitioner’s proposed level of ordinary skill. Inst. Dec. 15. Patent Owner does not challenge Petitioner’s proposal. PO Resp. 6–7 (citing Pet. 7–8). Based on the full record, we maintain and affirm that one of ordinary skill in the art “would have been familiar with the changing of configuration settings of end-user devices to control access of the device to network data services, and storing those configuration settings in a protected partition” and “would have gained this knowledge through a mixture of training and work experience, such as by having a Bachelor’s degree in computer science and two years of experience.” Pet. 7–8 (citing Ex. 1003 ¶¶ 41–43). We find that Petitioner’s proposed level of ordinary skill in the art is consistent with the ’042 patent and the asserted prior art.” slip op. at 8

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

    “Petitioner proposes that claim terms be given their plain and ordinary meaning “because the prior art relied on in this Petition meets each claim term under any reasonable construction.” Pet. 7. For institution, we preliminarily adopted Patent Owner’s proposed interpretation of “network data service” to mean “a service that provides network data.” Inst. Dec. 17 (citing Ex. 1001, 1:48–49; Ex. 2001 ¶ 30). Patent Owner responds “that ‘network data service’ is a term of art, and refers to a service in which access to network data is provided.” PO Resp. 7 (citing Ex. 2032 ¶¶ 33–51, 56–59). Patent Owner argues that “data” refers to “data accessibility (i.e., a data plan or data connectivity), as opposed to other types of network services (such as network SMS service or network voice service)” and, therefore, “‘network data service’ refers to connectivity to an access network such that data service can be used (i.e., network data provided by a network data service provider), rather than specific services that might make use of such network data services (such as a content service provider like a webpage provider).” Id. (citing Ex. 2032 ¶ 34). Patent Owner also argues with citations to the record that its proposed interpretation is consistent with intrinsic and extrinsic evidence, including patents assigned to Petitioner. Id. at 9–18. Petitioner replies that Patent Owner’s “new restrictive, exclusionary” interpretation should be rejected because it lacks support in the record, and that one of ordinary skill in the art would not have understood the term to be so restricted. Pet. Reply 1–2 (citing Ex. 1001, 5:4–20; Ex. 1028 ¶¶ 39–42, 44–49), 5, 12–14 (citing PO Resp. 13; Ex. 1001, 5:4–20), 17–18 (citing PO Resp. 15–18; Ex. 1028 ¶¶ 71–77; Ex. 2033; Ex. 2037, 1:66–2:5). Petitioner type of service provides for specific network data service to a particular ‘destinations, URLs or addresses on a network.’” Id. at 7 (citing Ex. 1028 ¶ 50). Petitioner also argues that Patent Owner fails to provide analysis for adopting its new proposed interpretation, the asserted prior art still meets the interpretation, and there is no lexicography or scope disavowal. Id. at 2, 11– 12 (citing PO Resp. 7, 10–13; Ex. 1001, 5:11–20), 15 (citing Ex. 1028 ¶¶ 63–69), 14 (citing PO Resp. 3–4, 11–12). Petitioner further addresses Patent Owner’s asserted extrinsic evidence. Id. at 17–18 (citing PO Resp. 15–18; Ex. 1028 ¶¶ 71–77; Ex. 2033; Ex. 2037, 1:66–2:5). Petitioner also replies that Patent Owner could have, but did not,” slip op. at 9

  • Expert testimonyPetitioner expert creditedDecided for petitioner
  • Obviousness (§103) › Analogous artAnalogous artDecided for petitioner

    “(1) Analogous Art Petitioner argues that Limont, Wright, and Xu each “teach[es] the same subject of managing and updating secure data, including policies, wirelessly on mobile devices,” and because of their similar identification of problems and proposed solutions, one of ordinary skill in the art would have Ex. 1003 ¶¶ 264–267), 20 (citing Ex. 1003 ¶¶ 278–287; Ex. 1004 ¶ 13; Ex. 1005 ¶ 9). Petitioner also argues that the citing of Wright during prosecution of Limont supports that the ordinarily skilled artisan would have considered Limont and Wright to be closely related. Id. at 19–20 (citing Ex. 1003 ¶¶ 268–277; Ex. 1013, 140–141, 145–148, 229–230). Patent Owner does not present any arguments regarding analogous art. See PO Resp. Based on the full record, we determine that Limont, Wright, and Xu are analogous art. Pet. 19; Ex. 1003 ¶¶ 264–287; Ex. 1004 ¶ 13; Ex. 1005 ¶ 9; Ex. 1013, 140–141, 145–148, 229–230.” slip op. at 32

  Patent outcomesUS 9,198,042 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 9,198,042
• AT&T Mobility LLC / AT&T Services Inc. et al. v. Daingean Technologies Ltd.All claims unpatentable
  PTAB · Oct 8, 2025 · IPR2024-00310 · APJ Mary C Hoffman · IPR · Final written decision

  Claims 4–6 and 8 are unpatentable as obvious over Lee1 and Lee2; the Board found the Lee1–Lee2 combination teaches the limitations and has sufficient motivation to combine.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner asserts that a person of ordinary skill in the art (“POSITA”), on or around the earliest possible priority date of the ’207 patent, would have had “a B.S. in Electrical Engineering or a related field with at least three years of experience designing, developing, and/or testing telecommunication systems” and “familiarity with the wireless standards and well-known protocols for accessing wireless networks,” and that “[m]ore education may supplement practical experience or vice versa.” Pet. 3, 10 (citing Ex. 1003 ¶ 36). In its Preliminary Response, “Patent Owner generally concurs with [Petitioner’s] description, though would propose that a POSITA only needs two years of experience . . . . [but] does not believe any difference between Patent’s Owner’s view and Petitioners’ view affects the unpatentability analysis.” Prelim. Resp. 24. We agree with Patent Owner that the difference between Petitioner’s and Patent Owner’s formulations would not affect our analysis of patentability. We adopt Petitioner’s formulation, which is supported by expert testimony and is generally consistent with the level of skill reflected in the Specification and the prior art. See, e.g., Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 8

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

    “Looking first at the claim language itself, Patent Owner’s construction is unduly narrow. The “for” recitations derive antecedent basis from limitation 4a. Ex. 1001, 36:44–45. Limitation 4a recites “a 4-step” procedure and “a 2-step” procedure. Thus, the claim includes one of each procedure type: “one” 4-step and “one” 2-step (i.e., single instances of each procedure). Patent Owner similarly reads the claim as requiring “one or more” of each procedure type. See Tr. 33:19–34:4. Because limitation 4a provides antecedent basis for a singular 4-step procedure and a singular 2-step procedure, this strongly suggests that the claim requires for the one (or for the single) 4-step procedure but not for all 4-step procedures, and for the one (or for the single) 2-step procedure but not for all 2-step procedures. At trial, Patent Owner’s interpretation was similar, stating, “that would read. . . as for the one or more 4-step . . . procedure and for the one or more 2-step . . . procedure.” See Tr. 33:25– 34:4 (emphasis added). In seeming contradiction, Patent Owner also stated, “I read that as being . . . all 4-step contention random access procedures . . . and all 2-step random access based procedures.” Id. (emphasis added). We note that Patent Owner does not, however, cite any legal precedent for interpreting “one or more” as requiring “all,” or provide reasoning for departing from the default claim construction principle that “one or more” includes “one.” For this reason and for reasons further discussed below, construing “for the 4-step” to mean “for all 4-step,” and “for the 2-step” to mean “for all 2-step,” would improperly import limitations from the Specification into the claims. See SuperGuide Corp. v. DirecTV Enters., Inc., 358 F.3d 870, 875 (Fed. Cir. 2004) (“Though understanding the claim language may be aided by the explanations contained in the written description, it is important not to import into a claim limitations that are not a part of the claim.”).” slip op. at 11

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

    “explained below, we determine that Petitioner has shown by a preponderance of the evidence that claim 4 is rendered obvious over Lee1 and Lee2 (“Lee1–Lee2”).” slip op. at 20

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

    “With these teachings in mind, we are persuaded by Petitioner that incorporating Lee2’s higher power and different ramping into Lee1’s 2-step procedure would have even further reduced the latency of Lee1’s 2-step procedure, and that this would have resulted in different power settings based on procedure type. Pet. 37–38; Ex. 1003 ¶¶ 88–89; Reply 12–13. Patent Owner does not meaningfully dispute this point. See generally PO Resp. 37–42; Sur-reply 12–17. Instead, Patent Owner argues that Lee1’s 4-step procedure would “equally benefit” from reducing latency, and that Petitioner has not explained why a POSITA would not use the same power settings for both procedures, i.e., use Lee2’s same higher power and different ramping in Lee1’s 4-step procedure. See PO Resp. 41–42. However, Petitioner’s burden is to provide a motivation for the proposed combination—in this case, modifying Lee1’s 2-step procedure with Lee2’s higher power and lower ramping. The obviousness analysis does not require Petitioner to explain why the references would not have been combined in an alternative way not proposed by Petitioner. To the extent Patent Owner argues that Lee1 and Lee2 cannot be combined as proposed, and therefore must be combined in this alternative manner, we disagree. For example, Patent Owner does not provide evidence of teaching away or that the proposed combination is inoperable. See generally PO Resp. 37–42; Sur-reply 12–17. Furthermore, we do not see how solving any technical issues in combining Lee1 and Lee2 as proposed would have been beyond the level of ordinary skill in the art. See KSR, 550 U.S. at 418. Furthermore, Petitioner explains why a POSITA would have sought to” slip op. at 26

  Patent outcomesUS 10,932,207 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,932,207
• Intel Corporation v. Telefonaktiebolaget LM Ericsson (Publ)Some claims unpatentable
  PTAB · Oct 8, 2025 · IPR2024-00728 · APJ Russell E Cass · IPR · Final written decision

  Claims 1–5, 7, 8, 10–15, and 17–19 are unpatentable as obvious; claims 6, 9, and 16 are not shown unpatentable because the Midya-based grounds fail on the terminal limitation.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Based on the full trial record, we continue to adopt Petitioner’s definition of the level of ordinary skill in the art, which is consistent with the ’430 patent and the prior art. In adopting this definition, we note that neither the title nor the “Field of the Invention” portions of the ’430 patent limit the invention to integrated circuits, and Patent Owner does not dispute that claim 1 encompasses inductors that are not provided on an integrated circuit. Ex. 1001, code (54), 1:16–22. Additionally, Dr. Prucnal’s definitions have shifted, and his latest definition purports to be based on Dr. Tentzeris’s characterization of the level of ordinary skill, but changes “experience designing integrated circuits or inductors for semiconductors” to “experience designing integrated circuits and inductors for semiconductors” without sufficient explanation of the reasons for the change. Supp. Prucnal Decl. ¶ 8; Reply Tentzeris Decl. ¶ 56. However, our Decision in this case would not change under Patent Owner’s revised articulation. See Reply Tentzeris Decl. ¶ 57 (stating that his opinion would not change under Patent Owner’s revised definition of the level of ordinary skill).” slip op. at 9

  • Claim Construction › Intrinsic evidence (Phillips canons) › Preamble limiting or notPreamble not limitingDecided for petitioner

    “After considering the full trial record, we agree with Petitioner that the phrase “on a semiconductor die” in the preamble of claim 11 is not limiting. First, we determine that the phrase “on a semiconductor die” in claim 11 does not provide antecedent basis for terms in the body of the claim. The body of claim 11 does not refer to “the semiconductor die” or even mention the “semiconductor die” at all, and neither do any of the claims that depend from claim 11. We disagree with Patent Owner’s argument that the phrase “on a semiconductor die” in the preamble of claim 11 provides antecedent basis for the term “the first inductor” in the body of the claim, because the “first inductor” language in the preamble provides antecedent basis for “the first inductor” language in the claim’s body. The “on a semiconductor die” language in the preamble is presented separately and can be easily parsed from the preamble’s language reciting a “first inductor” without impacting the understandability or grammatical completeness of claim 11. Therefore, the “on a semiconductor die” language in claim 11’s preamble is not necessary to provide antecedent basis for the phrase “the first inductor” in the body of claim 11. This use of language in claim 11 is distinguishable from the Federal Circuit’s opinion in Deere v. Bush Hog, cited by Patent Owner, where the preamble term “rotary cutter deck” provided antecedent basis for the term “said deck” recited in the claim body, because in Deere, the words “rotary cutter” appeared directly before, directly modified, and were not easily parsed from the term “deck.” See Deere & Co. v. Bush Hog, LLC, 703 F.3d 1349, 1357–58 (Fed. Cir. 2012); PO Resp. 7–8.” slip op. at 12

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

    “We agree with Petitioner that claims 1 and 11 do not require that the first and second inductor be laterally spaced, but instead merely require that the second inductor be positioned at a “predetermined distance” from the first inductor. Nothing in the claim language restricts this “predetermined distance” from being in the X, Y, or Z direction, or requires that the inductors be laterally spaced in the same plane. Moreover, the fact that the ’430 patent Specification describes embodiments where the inductors are laterally spaced in the same plane does not limit the claims to those embodiments. As explained previously, our reviewing court “has expressly rejected the contention that if a patent describes only a single embodiment, the claims of the patent must be construed as being limited to that embodiment.” Liebel-Flarsheim, 358 F.3d at 906. “Even when the specification describes only a single embodiment, the claims of the patent will not be read restrictively unless the patentee has demonstrated a clear intention to limit the claim scope using ‘words or expressions of manifest exclusion or restriction.’” Id. We see no such “words or expressions of manifest exclusion or restriction” here. Accordingly, we give the term “predetermined distance” its ordinary meaning, which includes a distance in any direction. The parties do not dispute that Taniguchi’s inductors are spaced apart with an insulation layer in between. Therefore, under the ordinary meaning of the claim language, Taniguchi’s second inductor is “positioned at a predetermined distance from the first inductor.”” slip op. at 26

  • Prior constructionPrior construction adoptedDecided for patent owner

    “We agree with and adopt the ITC’s construction of “closely spaced,” which is “two terminals in proximity to each other (such that the electromagnetic field at a certain distance from the first inductor (where the second inductor is positioned) is reduced.” Ex. 1020, 12. We find that this construction is supported by the intrinsic record, including the Specification of the ’430 patent, which shows terminals being “closely spaced” compared to the dimensions of the inductor itself, and explains that the purpose of the close spacing is to make the field contributions from the two parts of the inductor identical. See Ex. 1005, Figs. 1–2, 4:28–32. Claims 1 and 11 of the ’430 patent lack specific dimensions for either the inductor or the spacing between the terminals, and indicate that the purpose of the close spacing is to “minimiz[e] magnetic field contributions from the terminals.” Ex. 1001, 10:22–25, 11:7–10. Dr. Prucnal’s ITC declaration, although not intrinsic evidence, further supports our conclusion. Although Patent Owner does not propose a construction for “closely spaced terminals,” it appears to argue that this term must be interpreted based on the dimensions of the semiconductor chip described in the ’430 patent. PO Resp. 43. We do not see any basis in the intrinsic or extrinsic evidence to impart such a narrow reading to the claim language, particularly because the ’430 patent Specification does not define the “closely spaced terminals” in relation to a semiconductor chip, and claim 1 is not limited to inductors on a semiconductor chip.” slip op. at 40

  Patent outcomesUS 7,151,430 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 7,151,430
• Visa Inc. v. Cortex MCP, Inc.Some claims unpatentable
  PTAB · Jul 29, 2025 · IPR2024-00490 · APJ Russell E Cass · IPR · Final written decision

  Claims 1, 3–8, and 10–16 are unpatentable over Oborne or Oborne and Purves; claims 2, 9, and 17 were not shown unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “skill in the art at the time of the alleged invention “would typically have a bachelor’s degree in computer science, computer engineering, or a related field, with at least two years of work involving electronic payment systems, network authentication systems, or related areas.” Pet. 9 (citing Ex. 1005 ¶¶ 74–79). Petitioner further states that a person of ordinary skill “could have less education but significant professional experience in one or more of those fields.” Id. In our Institution Decision, we adopted Petitioner’s assessment of the level of ordinary skill in the art. Inst. Dec. 15. Patent Owner states that it agrees with the level of ordinary skill set forth in our Institution Decision. PO Resp. 9. Based on the full trial record, we continue to adopt Petitioner’s assessment of the level of skill in the art, which is consistent with the ’973 patent and the asserted prior art of record.” slip op. at 8

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

    “Based on the full trial record, we maintain our determination in the Institution Decision that the term “OVER file” encompasses a virtual representation of one or more credentials, to be used for verification of those credentials. See Inst. Dec. 11.” slip op. at 11

  • Expert testimonyPetitioner expert discountedPatent owner expert creditedDecided for patent owner

    “We have considered Petitioner’s arguments and Dr. Shamos’s testimony in light of Oborne’s disclosure, but find Patent Owner’s arguments and Dr. Malek’s responsive testimony to be more persuasive. We agree with Dr. Malek that, in Oborne, “device fingerprinting simply refers to identifying a device and the user associated with that device.” Ex. 2009 ¶ 111. Specifically, paragraph 26 of Oborne (quoted above) discloses authentication of a user, where “device fingerprinting” is utilized to verify a user’s identity where a user exclusively uses a client device such as a smartphone or laptop computer. Ex. 1011 ¶ 26 (emphasis added). The use of the device fingering for determining the device identity in order to authenticate a user is corroborated by the disclosures in paragraph 47 of Oborne which refer, in part, to the “<client_details” which can include a “<client_type>smartphone” and “client_fingerprint>font list, MAC address, memory size, memory.” Id. ¶ 47 (emphasis added). So, contrary to Petitioner’s arguments, we do not discern any disclosure in Oborne that “device fingerprinting” ties a token to a particular device. See, Ex. 1011 ¶¶ 26, 47. Rather, Oborne’s disclosures support Dr. Malek’s testimony that, contrary to Petitioner’s position, “device fingerprinting could be used to limit a token to a set of fingerprinted devices, such as each device belonging to the user.” Ex. 2009 ¶ 113. Moreover, Petitioner (and Dr. Shamos’s) statement that “the first device’s fingerprint would not match” the fingerprint for the second device merely provides a possible outcome of device fingerprinting, but does not explain why one of ordinary skill would be motivated to use device fingerprinting to make the “second device’s token . . . invalid in the first device,” or make the “token for the second device . . . a new credential,” or point to disclosures in Oborne that would support such a motivation. See Pet. 34–35; Ex. 1005 ¶ 228. Thus, we find that Petitioner’s contentions as to this limitation lack sufficient specificity to explain how Oborne teaches the limitation. See Netflix, Inc. v. DivX, LLC, 84 F.4th 1371, 1377 (Fed. Cir. 2023) (“Ultimately, it is the petitioner’s burden to present a clear argument.”); Intelligent Bio-Sys. v. Illumina Cambridge Ltd., 821 F.3d 1359, 1369 (“It is of the utmost importance that petitioners in the IPR proceedings adhere to the requirement that the initial petition identify ‘with particularity’ the ‘evidence that supports the grounds for the challenge to each claim.’ ” (quoting 35 U.S.C. § 312(a)(3))). We further agree with Patent Owner that Oborne’s disclosure of “device fingerprinting” is limited, and does not describe how it would be implemented for a user with two devices. See PO Resp. 41–42. Therefore, Dr. Shamos’s cited Declaration testimony is “conclusory, adds little to the conclusory assertion for which it is offered to support, and is entitled to little weight.” Xerox Corp. v. Bytemark, Inc., IPR2022-00624, Paper 9 at 15 (PTAB August 24, 2022) (precedential); see also 37 C.F.R. § 42.65(a) (“Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.”).” slip op. at 41

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableMotivation not foundNot shown unpatentable

    “We recognize the application of “an expansive and flexible approach” to the question of obviousness. KSR, 550 U.S. at 415. However, we “must still be careful not to allow hindsight reconstruction of references . . . without any explanation as to how or why the references would be combined to produce the claimed invention.” Kinetic Concepts, Inc. v. Smith & Nephew, Inc., 688 F.3d 1342, 1368 (Fed. Cir. 2012) (emphases added) (internal quotations omitted). Although Stafford discloses that the key signatures may be copied from the display or delivered to the user via email, Petitioner does not expand upon whether the user would also copy the image from the display, whether the image would be provided via email as well, or provide any other explanation other than that the image credential would be provided with the scannable key signatures. Ex. 1012 ¶¶ 97, 99; Pet. 60. Although a credential image would presumably need to be retrieved or generated in some manner, and associated with the key signatures in some manner, Petitioner also does not sufficiently explain how this would work in the proposed combination, or how the user would transmit the scannable key signature to the recipient. Although proof of physical or bodily incorporation is not required, a satisfactory explanation of “how the combination of the . . . references [is] supposed to work” is necessary to support “a conclusion that a relevant skilled artisan would have been motivated to make the combination and reasonably expect success in doing so.” Personal Web Techs., LLC v. Apple, Inc., 848 F.3d 987, 994 (Fed. Cir. 2017); see also TriVascular, Inc. v. Samuels, 812 F.3d 1056, 1066 (Fed. Cir. 2016) (finding no error where the Board required petitioner to explain how a person of ordinary skill in the art would have implemented petitioner’s proposed substitution). Petitioner fails to provide “a clear, evidence-supported account of the contemplated workings” of the proposed combination of Stafford and Purves. See Personal Web, 848 F.3d at 994.” slip op. at 62

  Patent outcomesUS 11,329,973 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 11,329,973
• Visa Inc. v. Cortex MCP, Inc.Some claims unpatentable
  PTAB · Jul 29, 2025 · IPR2024-00489 · APJ Russell E Cass · IPR · Final written decision

  Claims 1, 3–9, 11–18, and 20 are unpatentable over the stated obviousness grounds; claims 2, 10, 19, and 21 were not shown unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “skill in the art at the time of the alleged invention “would typically have a bachelor’s degree in computer science, computer engineering, or a related field, with at least two years of work involving electronic payment systems, network authentication systems, or related areas.” Pet. 9 (citing Ex. 1005 ¶¶ 76–81). Petitioner further states that a person of ordinary skill “could have less education but significant professional experience in one or more of those fields.” Id. In our Institution Decision, we adopted Petitioner’s assessment of the level of ordinary skill in the art. Patent Owner states that it agrees with the level of ordinary skill set forth in our Institution Decision. PO Resp. 9. Based on the full trial record, we continue to adopt Petitioner’s assessment of the level of skill in the art, which is consistent with the ’859 patent and the asserted prior art of record.” slip op. at 8

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

    “In our Institution Decision, we preliminarily determined that the term “OVER file” encompasses a virtual representation of one or more credentials, to be used for verification of those credentials. Inst. Dec. 11. We also explained that we did not need to determine for purposes of institution whether the term “OVER file” necessarily includes “tokens” as a general matter, or further elaborate on what additional characteristics might be required to qualify as an “OVER file.” Id. We also determined that Petitioner had made a sufficient showing for purposes of institution that Oborne’s tokens qualify as “OVER files.” Id. at 11, 24–27.” slip op. at 10

  • Claim Construction › Intrinsic evidence (Phillips canons) › Prosecution history disclaimer / disavowalTerm construed board ownDecided for petitioner

    “After considering the full trial record, we adhere to the construction in our Institution Decision interpreting the claim language at issue “to require that an issuing agency ha[s] verified a virtual representation in an OVER file as being an official representation of the credential.” Inst. Dec. 13. In light of Patent Owner’s statements in its Sur-reply, we further clarify that this construction encompasses (1) considering the OVER file as the credential and verifying the OVER file, or (2) verifying a virtual representation of the credential contained within the OVER file.” slip op. at 12

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

    “3. Other Terms The parties do not propose constructions for any other claim terms, and we determine that it is not necessary to provide an express interpretation of any other claim terms for purposes of this proceeding. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017); Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999).” slip op. at 13

  Patent outcomesUS 10,749,859 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 10,749,859
• Ericsson Inc. / Nokia Of America Corporation v. Headwater Partners II LLCInstituted
  PTAB · Jul 29, 2025 · IPR2025-00404 · APJ Russell E Cass · IPR · Institution

  The Board instituted IPR on claims 1–17, 19, 26, 28–41, and 43–46 on both obviousness grounds because Petitioner showed a reasonable likelihood of prevailing.

  RulingsInstitution decision

  • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted

    “review, under 35 U.S.C. § 314 and 37 C.F.R. § 42.4. An inter partes review may not be instituted unless it is determined that “the information presented in the petition filed under section 311 and any response filed under section 313 shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314 (2018); see also 37 C.F.R § 42.4(a) (2024) (“The Board institutes the trial on behalf of the Director.”). The reasonable likelihood standard is “a higher standard than mere notice pleading,” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential). For the reasons provided below and based on the record before us, we determine that Petitioner has demonstrated a reasonable likelihood that it would prevail in showing the unpatentability of at least one of the challenged claims. Accordingly, we institute an inter partes review on all grounds set forth in the Petition.” slip op. at 2

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “ordinary skill in the art at the time of the alleged invention “would have been someone with at least (1) a bachelor’s degree in electrical engineering, computer engineering/science, or a related scientific field, and (2) either (a) a master’s degree in electrical engineering, computer engineering/science, or a related field, or (b) two or more years of work or research experience in wireless networking and/or computing.” Pet. 13” slip op. at 9

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

    “standard that would be used to construe the claim in a civil action under 35 U.S.C. § 282(b).” 37 C.F.R. § 42.100(b) (2020). Petitioner identifies the term “client side modem functionality” in claim 5 for construction. Pet. 14. Patent Owner does not address the construction of this term. See Prelim. Resp. 4–6. We determine that we do not need to construe the term “client side modem functionality” for purposes of this decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed.” slip op. at 7

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

    “Patent Owner argues that the terms “first communication technology,” “second communication technology,” and “third communication technology” should “be understood to have their plain meaning wherein each of these recited communication technologies is a different communication technology.” Prelim. Resp. 5. For purposes of this decision, we will apply Patent Owner’s understanding of these terms. However, we note that Patent Owner does not explain what it means by a “different” communication technology, or how to determine whether two communication technologies qualify as “different.” Id. at 5–6. The parties may wish to explore the meaning of this term further during the trial.” slip op. at 8

  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 9,413,502

Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.