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  • PTAB · Aug 20, 2026 · PGR2026-00036 · APJ John A Squires · PGR · Institution

    The Director denied institution because the petition did not show that Biomed was publicly accessible as prior art, so it failed to show any challenged claim was unpatentable.

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

      “sufficiently that Biomed qualifies as a prior art printed publication. The Board’s precedential decision in Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 (PTAB Dec. 20, 2019) (precedential), addresses prior-art qualification in the related context of instituting an inter partes review. Hulu states that “the petition must identify, with particularity, evidence sufficient to establish a reasonable likelihood that the reference was publicly accessible before the critical date of the challenged patent and therefore that there is a reasonable likelihood that it qualifies as a printed publication.” Id. at 13; see also Jazz Pharm. Inc. v. Amneal Pharm., LLC. 895 F.3d 1347, 1356 (Fed. Cir. 2018) (“[T]he IPR petitioner . . . had the burden to prove that a particular reference is a printed publication.”). The same guidance applies to post-grant reviews, albeit with the “more likely than not” standard applicable. See 35 U.S.C. § 324(a); Hulu, Paper 29 at 13 n.5. Hulu also states that “there is no presumption in favor of institution or in favor of finding a reference to be a printed publication under [37] § 42.108(c).” Hulu, Paper 29 at 16.” slip op. at 3

    • Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityPrinted publication not establishedNot shown unpatentable

      “sufficiently that Biomed qualifies as a prior art printed publication. The Board’s precedential decision in Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 (PTAB Dec. 20, 2019) (precedential), addresses prior-art qualification in the related context of instituting an inter partes review. Hulu states that “the petition must identify, with particularity, evidence sufficient to establish a reasonable likelihood that the reference was publicly accessible before the critical date of the challenged patent and therefore that there is a reasonable likelihood that it qualifies as a printed publication.” Id. at 13; see also Jazz Pharm. Inc. v. Amneal Pharm., LLC. 895 F.3d 1347, 1356 (Fed. Cir. 2018) (“[T]he IPR petitioner . . . had the burden to prove that a particular reference is a printed publication.”). The same guidance applies to post-grant reviews, albeit with the “more likely than not” standard applicable. See 35 U.S.C. § 324(a); Hulu, Paper 29 at 13 n.5. Hulu also states that “there is no presumption in favor of institution or in favor of finding a reference to be a printed publication under [37] § 42.108(c).” Hulu, Paper 29 at 16. In this case, Petitioner merely cites a “date of revision” appearing within Biomed. Pet. 6 (citing Ex. 1005, 11). Yet, a revision date alone does not establish that Biomed was disseminated or made publicly available. And, although indicia appearing within a reference can sometimes support the printed publication status of the reference, I find the record to be devoid of any such indicia, or other evidence, supporting that Biomed was publicly disseminated or accessible by the June 15, 2021 “date of revision.” See Hulu, Paper 29 at 16–18. Thus, Petitioner fails to show that it is more likely” slip op. at 3

    • Obviousness (§103) › Analogous artNot reached

      “sufficiently that Biomed qualifies as a prior art printed publication. The Board’s precedential decision in Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 (PTAB Dec. 20, 2019) (precedential), addresses prior-art qualification in the related context of instituting an inter partes review. Hulu states that “the petition must identify, with particularity, evidence sufficient to establish a reasonable likelihood that the reference was publicly accessible before the critical date of the challenged patent and therefore that there is a reasonable likelihood that it qualifies as a printed publication.” Id. at 13; see also Jazz Pharm. Inc. v. Amneal Pharm., LLC. 895 F.3d 1347, 1356 (Fed. Cir. 2018) (“[T]he IPR petitioner . . . had the burden to prove that a particular reference is a printed publication.”). The same guidance applies to post-grant reviews, albeit with the “more likely than not” standard applicable. See 35 U.S.C. § 324(a); Hulu, Paper 29 at 13 n.5. Hulu also states that “there is no presumption in favor of institution or in favor of finding a reference to be a printed publication under [37] § 42.108(c).” Hulu, Paper 29 at 16. In this case, Petitioner merely cites a “date of revision” appearing within Biomed. Pet. 6 (citing Ex. 1005, 11). Yet, a revision date alone does not establish that Biomed was disseminated or made publicly available. And, although indicia appearing within a reference can sometimes support the printed publication status of the reference, I find the record to be devoid of any such indicia, or other evidence, supporting that Biomed was publicly disseminated or accessible by the June 15, 2021 “date of revision.” See Hulu, Paper 29 at 16–18. Thus, Petitioner fails to show that it is more likely” slip op. at 3

    § 102 anticipation§ 103 obviousness
    Patents in suitUS 12,370,153
  • PTAB · Jul 2, 2026 · IPR2026-00112 · APJ John A Squires · IPR · Director review

    Institution was denied for claims 1–12 because the petition did not show that the cited search results taught the claimed “data feed.”

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

      “Although Petitioner asserts that the ’463 patent “does not limit the form of a data feed,” Petitioner does not explain what the ordinary and customary meaning of “data feed” was at the time of the claimed invention or otherwise propose an express construction of “data feed.” Pet. 6–7, 23. Nor does Petitioner point to any prosecution history that bears on the meaning of “data feed.” Id.; see 37 C.F.R. § 42.100. Accordingly, Petitioner does not provide sufficient evidence showing that Kraft’s or Wong’s disclosure of search results in response to a user-entered search query teaches a “data feed,” as recited in each challenged claim of the ’463 patent. As such, Petitioner does not demonstrate a reasonable likelihood it would prevail in showing at least one claim is unpatentable, as 35 U.S.C. § 314(a) requires.” slip op. at 4

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

      “I agree with Patent Owner. Neither Kraft nor Wong uses the term “data feed” or characterizes its listing of Web pages (Kraft) or nodes (Wong) provided in response to a user-provided query as a “data feed.” See Ex. 1005, 5:8–12, 6:52–59, 16:52–59, 18:31–54, 18:61–19:23; Ex. 1007 ¶¶ 22, 28, 35. Petitioner points to a disclosure in the ’463 patent of a user requesting a personal information aggregator (PIA) to “receive a data feed.” Pet. 23 (citing Ex. 1001, 12:52–64). But Petitioner does not sufficiently explain how this disclosure provides support for broadly construing “browsing a data feed” to encompass a user entering criteria for a search (and not specifically requesting a “data feed”) and receiving a listing of Web pages or nodes in response. See Pet. 23, 58–59; Ex. 1003 ¶¶ 102, 201–202; Ex. 1005, 6:57–59 (describing users searching a data store for models that match “user-specified criteria”), 18:41–54 (describing a user submitting a query); Ex. 1007 ¶ 28 (describing “searching and selecting from keyword identifiers or other search terms”). Petitioner’s reliance on a separate disclosure in the ’463 patent of the PIA “searching . . . the network for information about the situation or event” also is not persuasive, because the ’463 patent does not describe that embodiment as involving a data feed or browsing a data feed. See Pet. 23 (citing Ex. 1001, 20:46–51) (emphasis omitted); Ex. 1001, 20:46–51.” slip op. at 3

    § 103 obviousness
    Patents in suitUS 12,256,463
  • Apple Inc. v. Ginko LLCInstitution denied
    PTAB · Mar 2, 2026 · IPR2025-01388 · APJ John A Squires · IPR · Director review

    The Director denied institution because the petition did not sufficiently show that the asserted prior art disclosed the challenged claims’ requirement that a contact request include a permission setting.

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

      “Petitioner’s arguments are not persuasive. Petitioner fails to show that Robertson discloses that the request to become a contact with a potential contact includes a first permission level for the potential contact. In other words, Petitioner does not establish that any of the cited passages in Robertson disclose that the request includes a first permission setting. See Pet. 15–17 (citing Robertson, 7:42–45, 7:55–58, 8:10–17, 8:23–24, Fig. 9). In particular, each passage is silent as to when the permission levels are set. At most, Robertson discloses specifying permissions after contact has been established. See Robertson, 7:50–53. But Petitioner fails to account for the claim requirement that the first permission level is part of the request to establish contact. “In an [inter partes review], the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)). Furthermore, Petitioner must explain with particularity how the prior art would have rendered the challenged claims unpatentable. 35 U.S.C. § 312(a)(3); 37 C.F.R. § 42.104(b)(4) (“The petition must specify where each element of the claim is found in the prior art patents or printed publications relied upon.”). “The IPR petition, thus, must provide an understandable explanation of the element-by-element specifics of the patentability challenges, including the identification of particular portions of prior art on which the petitioner is relying.” Corephotonics, Ltd. v. Apple Inc., 84 F.4th 990, 1001 (Fed. Cir. 2023).” slip op. at 3

    • BurdenNot shown unpatentable

      “Petitioner’s arguments are not persuasive. Petitioner fails to show that Robertson discloses that the request to become a contact with a potential contact includes a first permission level for the potential contact. In other words, Petitioner does not establish that any of the cited passages in Robertson disclose that the request includes a first permission setting. See Pet. 15–17 (citing Robertson, 7:42–45, 7:55–58, 8:10–17, 8:23–24, Fig. 9). In particular, each passage is silent as to when the permission levels are set. At most, Robertson discloses specifying permissions after contact has been established. See Robertson, 7:50–53. But Petitioner fails to account for the claim requirement that the first permission level is part of the request to establish contact. “In an [inter partes review], the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)). Furthermore, Petitioner must explain with particularity how the prior art would have rendered the challenged claims unpatentable. 35 U.S.C. § 312(a)(3); 37 C.F.R. § 42.104(b)(4) (“The petition must specify where each element of the claim is found in the prior art patents or printed publications relied upon.”). “The IPR petition, thus, must provide an understandable explanation of the element-by-element specifics of the patentability challenges, including the identification of particular portions of prior art on which the petitioner is relying.” Corephotonics, Ltd. v. Apple Inc., 84 F.4th 990, 1001 (Fed. Cir. 2023).” slip op. at 3

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

      “Petitioner’s arguments are not persuasive. Petitioner fails to show that Robertson discloses that the request to become a contact with a potential contact includes a first permission level for the potential contact. In other words, Petitioner does not establish that any of the cited passages in Robertson disclose that the request includes a first permission setting. See Pet. 15–17 (citing Robertson, 7:42–45, 7:55–58, 8:10–17, 8:23–24, Fig. 9). In particular, each passage is silent as to when the permission levels are set. At most, Robertson discloses specifying permissions after contact has been established. See Robertson, 7:50–53. But Petitioner fails to account for the claim requirement that the first permission level is part of the request to establish contact. “In an [inter partes review], the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)). Furthermore, Petitioner must explain with particularity how the prior art would have rendered the challenged claims unpatentable. 35 U.S.C. § 312(a)(3); 37 C.F.R. § 42.104(b)(4) (“The petition must specify where each element of the claim is found in the prior art patents or printed publications relied upon.”). “The IPR petition, thus, must provide an understandable explanation of the element-by-element specifics of the patentability challenges, including the identification of particular portions of prior art on which the petitioner is relying.” Corephotonics, Ltd. v. Apple Inc., 84 F.4th 990, 1001 (Fed. Cir. 2023).” slip op. at 3

    § 103 obviousness
    Patents in suitUS 11,025,573
  • PTAB · Feb 9, 2026 · IPR2025-00750 · APJ Benjamin D M Wood · IPR · Rehearing

    The Board denied rehearing, leaving institution denied because Petitioner did not show a reasonable likelihood of prevailing on claims 1–22 under the challenged obviousness grounds.

    RulingsRehearing decision
    • RehearingRehearing, deniedDenied

      “Petitioner misstates the Decision’s reasoning. As is clear from the previous discussion, we determined that Petitioner’s articulated reasons for combining EP’536 with CN’180 lacked a rational underpinning, not because “EP’536 does not relate to ‘air bags,’” but because the means by which EP’536’s device inflates differs fundamentally from that of CN’180’s device. Dec. 17–18. Petitioner did not acknowledge this critical difference in the Petition, and continues not to do so in its Rehearing Request.” slip op. at 5

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

      “EP’536 with CN’180 lacked a rational underpinning because EP’536’s inflation mechanism differs fundamentally from CN’180’s inflation mechanism. Dec. 17–18. As we stated, whereas CN’180’s fall-protection belt uses an airbag that requires an external source of pressurized air to inflate, EP’536’s garment does not need an external inflation device because “the gas generating agent 18 in each envelope automatically generates gas and inflates the envelopes in response to rising temperatures.” Id. at 18 (citing Ex. 1004 ¶ 15; Ex. 1005 ¶¶ 5, 19). This difference reflects the fundamentally different purposes of the two devices: CN’180’s device is designed to provide “fall protection” to, e.g., “elderly people,” (Ex. 1005 ¶ 1, 3), whereas EP’536’s device provides “adaptive thermal insulation” for, e.g., garments worn by fire fighters. Ex. 1004 ¶¶ 1–3, 250. Because of the different means by which EP’536’s and CN’180’s devices inflate and the different purposes for doing so, we were not persuaded that one of ordinary skill in the art would have combined the references as Petitioner proposed. Dec. 18. We further noted that the modification would not have improved the reusability of EP’536’s device “by having only one mechanism to recharge,” because EP’536’s “gas generating agent does not need any ‘mechanism to recharge.’” Dec. 18. Instead, we noted EP’536’s teaching that its gas generating agent “automatically recombines or condenses in response to a temperature decrease to return the envelopes, and therefore the garment, to its original thickness, at which point the gas generating agent is ready for subsequent reactivation.” Id. (citing Ex. 1004 ¶¶ 139–141). Finally, we determined that replacing EP’536’s envelopes with CN’180’s airbag “would have made EP’536’s invention unsuitable for its intended purpose: providing a protective garment with ‘adaptive thermal insulation.’” Dec. 19. We stated that “Petitioner does not suggest, and we have found nothing in the record to establish, that CN’180’s airbag would provide this feature.” Id. at 20.” slip op. at 3

    • Obviousness (§103) › KSR rationalesMotivation not foundNot shown unpatentable

      “rationales for combining EP’536 and CN’180. Reh’g Req. 6–7. First, Petitioner asserts that we “improperly rejected Petitioner’s ‘simple substitution’ evidence in view of [the Board’s] incorrect conclusion that EP’536 does not disclose an ‘external source of inflation [EP’536’s dosing aids].’” Id. at 6 (citing Dec. 18–19). This argument is unpersuasive at least because, as we discussed above, EP’536’s dosing aids do not constitute an external source of inflation. Petitioner further argues that we incorrectly evaluated its “obvious to try” rationale because, contrary to our analysis, Petitioner did in fact identify a problem to be solved by its “finite number of solutions”: “simplify[ing] the design and reduc[ing] the number of required inflation mechanisms.” Id. at 6–7. The Petition’s entire “obvious to try” discussion is as follows: [A] POSITA would have found it obvious to try a one-piece airbag 10 with strip-shaped inflation units 12 in the EP’536- CN’180 airbag system because it would have been a selection from a finite number of identified predictable solutions (i.e., using one chamber with connected individual inflation units 12 versus multiple individual envelopes 20). 5 Petitioner also argues that dosing aids are “needed in order to make the disclosed device reusable.” Reh’g Req. 5–6. This is incorrect, as EP’536 conveys that the reusability of the device is a result of the gas generating agent condensing or recombining when temperatures fall. Ex. 1004 ¶¶ 139– 141. Even if it were true, however, it is unclear how it would support Petitioner’s argument. Pet. 16. As is evident, Petitioner did not identify a design need, market pressure, or other problem that would have been addressed by its identified “solutions,” and therefore we were not persuaded by this rationale. Dec. 19. Petitioner’s attempt to cure this deficiency in its Rehearing Request is tardy. We cannot misapprehend or overlook an assertion that Petitioner fails to make in the Petition. It is also insufficient. Petitioner does not provide any evidence of a known design need or market pressure to “simplify [EP’536’s] design” or reduce the number of “required inflation mechanism” it uses.” slip op. at 7

    § 103 obviousness
    Patents in suitUS 12,012,065
  • PTAB · Dec 23, 2025 · IPR2025-01104 · APJ James A Tartal · IPR · Institution

    The Board denied institution because Petitioner did not show a reasonable likelihood of proving any challenged claim obvious over the asserted prior-art combinations.

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

      “review. 35 U.S.C. § 314(b) (2018); 37 C.F.R. § 42.4(a) (2025). An inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Upon institution of inter partes review, the review proceeds “on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Based on our consideration of the Petition, the Preliminary Response, and the evidence of record, we conclude that the information does not demonstrate a reasonable likelihood that Petitioner would prevail in showing the unpatentability of at least one of the Challenged Claims. Accordingly, we” slip op. at 2

    • Skill levelSkill level patent owner adoptedDecided for patent owner

      “the ’329 patent was filed would have had “at least a B.S. degree in mechanical engineering or a related field with at least two years’ experience designing dental devices” and that “[l]ess work experience may be compensated by a higher level of education, such as a master’s degree, and vice versa.” Pet. 32. Patent Owner contends that Petitioner’s definition is overly narrow and argues that “[n]othing in the claims of the ’329 Patent requires experience designing ‘dental devices.’” Prelim. Resp. 19. According to Patent Owner, “the claims are directed to the structural components of a dental isolation mouthpiece, and an individual with a mechanical engineering degree and experience designing medical devices would be a [person of ordinary skill in the art] for purposes of the ’329 Patent.” Id. (citing Ex. 2030 ¶ 83). We adopt Patent Owner’s proposed level of skill for purposes of this Decision. We determine that this level of ordinary skill in the art—i.e., an individual with a mechanical engineering degree and experience designing medical devices—is consistent with the level of technical understanding and competence reflected in the ’329 patent Specification and the asserted prior art references, based on our review of the current record. Moreover, our determination in this Decision would be the same were we to adopt Petitioner’s proposed level of ordinary skill in the art.” slip op. at 8

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

      “Patent Owner asserted “[p]lain and ordinary meaning” for “a plurality of protrusions” in claims 9 and 30, whereas Petitioner proposed “an internal structure attached to the second wall that prevents the collapse of the first and second wall during suction.” Prelim. Resp. 20 (citing Ex. 2039). Here, Patent Owner argues that “protrusion” should be construed to mean “a structure attached to the second wall but not the first wall,” with respect to claims 1, 9, and 30, and to mean “a structure attached to the first wall but not the second wall,” with respect to claim 21. Id. at 24. Patent Owner also argues that structure attached to both the first wall and the second wall is inconsistent with “the plain and ordinary meaning of ‘protrusions’ in light of the specification.” Id. at 21 (citing Ex. 2030 ¶¶ 111–112). We address Patent Owner’s arguments in the context of our analysis of Petitioner’s contentions below.” slip op. at 11

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

      “combination deficient. Petitioner argues that Park’s walls are “likely to collapse under the suction force,” based not on Park, but on Baughan, which states that “discs” in Baughan are used to prevent the “flexible sleeve” of Baughan from collapsing. Pet. 89. (citing Ex. 1007, 3:46–48). Petitioner reasons that because Park uses silicone, a flexible material, Park’s walls must also collapse like Baughan. Id. (citing Ex. 1006 ¶¶ 32, 34). Petitioner, however, directs us to no disclosure in Park to suggest that the material used in Park or the arrangement of Park would collapse in the same manner as Baughan. Indeed, if Park’s mouthpiece collapses as Petitioner speculates, it would appear likely to render Park inoperable. See Ex. 2030 ¶ 205. Additionally, Petitioner recognizes that in Park “the sidewalls and the insertion part 111 would help resist this collapsing force,” and states that in Park it “is unclear whether the mouth prop 100 includes a spine or other rigid structure running through the middle of the mouth prop 100.” Pet. 89– 90. Thus, whether Park is susceptible to collapse is, at best, unknown. See Prelim. Resp. 48 (asserting that a person of ordinary skill would have known “that silicone can have varying degrees of hardness, tensile strength, and elasticity such that Park’s mouthpiece would not necessarily collapse under suction”) (citing Ex. 2030 ¶¶ 189–90; Ex. 2036; Ex. 2037). Even assuming, as Petitioner asserts, that “additional anti-collapsing structure would assist at the weakest areas of the tongue retractor” in Park, Petitioner offers insufficient reasoning for why a person of ordinary skill would have turned to Baughan and modified the structure taught by Baughan to instead conform to what is recited in claim 1. Petitioner’s suggestion that “common sense” would have led a person of ordinary skill in the art to modify the structures of Baughan to solve a problem with collapse in Park that Park does not suggest was a problem is likewise unpersuasive and insufficient. Pet. 93 (further asserting that “it was well known in the art how to make projections on a flat surface”). Petitioner’s reliance on Johnson as generically teaching that protrusions can be on flat surfaces does not supply a reason why a person of ordinary skill in the art would have made the proposed modifications outside of improper hindsight. See also Prelim. Resp. 58, 59 (arguing that the projections in Johnson are on a semicircular surface, not on a flat surface as Petitioner asserts) (citing Ex. 1008 Figs. 4, 5). Based on the evidence and arguments presented, we determine that Petitioner fails to show sufficiently for purposes of instituting inter partes review that the asserted combination of Park, Baughan, and Johnson, or in further combination with Zheng, teaches “protrusions protruding from an interior surface” of one wall of the mouthpiece “towards” an opposing wall of the mouthpiece, as required by claim 1, or that a person of ordinary skill in the art would have had reason to combine the asserted references in the manner alleged by Petitioner.” slip op. at 28

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 12,011,329
  • PTAB · Dec 19, 2025 · IPR2025-01066 · APJ Mary C Hoffman · IPR · Institution

    Institution was denied because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable, including failure to show the claimed image-receiving quality-assessment neural network.

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

      “review. 35 U.S.C. § 314; 37 C.F.R. § 42.4(a). Under 35 U.S.C. § 314(a), an inter partes review may not be instituted “unless . . . the information presented in the petition . . . and any response . . . 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.” Based on the current record and for the reasons explained below, Petitioner has not demonstrated a reasonable likelihood of prevailing with respect to at least one of the challenged claims of the ’591 patent. Thus, we do not institute this inter partes review.” slip op. at 2

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Because Petitioner’s formulation is supported by declaratory testimony and appears consistent with the level of skill reflected in the asserted prior art and the ’591 patent, and because Patent Owner does not provide any supporting evidence, we adopt Petitioner’s formulation of the level of ordinary skill in the art. See Ex. 1002 ¶¶ 31–33. Our decision would be the same regardless of the differences between Petitioner’s and Patent Owner’s formulations.” slip op. at 10

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

      “The parties do not propose any express claim construction. Pet. 11– 12; Prelim Resp. 17. We also determine that no express claim construction is necessary for our Decision, apart from that discussed in our below analysis. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (holding that only terms in controversy must be construed “and only to the extent necessary to resolve the controversy”) (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 11

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

      “Petitioner also fails to provide sufficient rationale and a reasonable expectation of success in combining Krishnan and Lee to arrive at a quality assessment neural network configured to receive an image. See Pet. 34–37. For example, the Petition lacks an explanation of why a POSITA would have been motivated to modify Krishnan’s quality assessment neural network to be configured to receive an image, instead of extracted features, in view of Lee’s image-receiving category classifying neural network. Id. Without such further explanation, Petitioner’s challenge falls short. Petitioner’s argument that neural networks for image quality assessment were “well-known” is not persuasive—it does not address the particular scope of limitation 1i, which also requires that the neural network is configured to receive images. Pet. 35 (citing Ex. 1002 ¶¶ 47–51, 118; Exs. 1017, 1023, 1024, 1026). Petitioner’s argument that combining Krishnan and Lee “would merely amount to applying known work from the field . . . to yield predictable results” is not persuasive because the Petition ties this reasoning to modifying Krishnan with Lee’s view-category-specific assessment parameters, not modifying Krishnan’s quality assessment neural network to receive images instead of extracted features. Id. at 37 (citing Ex. 1002 ¶ 126). Lastly, we note Petitioner’s expert’s discussion regarding neural networks for image quality assessments. Ex. 1002 ¶¶ 43–53 (citing Exs. 1010, 1015, 1016, 1017, 1018, 1023, 1024, 1026). However, the Petition does not explain how this evidence demonstrates that the proposed combination teaches or suggests a quality assessment neural network configured to receive images, or that such would have been obvious in the context of the claimed invention. See Pet. 32–37.” slip op. at 19

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 11,129,591
  • PTAB · Dec 19, 2025 · IPR2025-00434 · APJ Mitchell G Weatherly · IPR · Rehearing

    The Board denied Petitioner’s rehearing request, leaving institution denied because Shen and Soldano did not establish a reasonable likelihood of anticipating claims 1–7.

    RulingsRehearing decision
    • RehearingRehearing, deniedDenied

      “When rehearing a decision on petition, the Board will review the decision for an abuse of discretion. See 37 C.F.R. § 42.71(c). An abuse of discretion may be determined if a decision is based on an erroneous interpretation of law, if a factual finding is not supported by substantial evidence, or if the decision represents an unreasonable judgment in weighing relevant factors. See Arnold P’ship v. Dudas, 362 F.3d 1338, 1340 (Fed. Cir. 2004). The party challenging the decision has the burden of showing the decision should be modified, and the request for rehearing “must specifically identify all matters the party believes the Board misapprehended or overlooked, and the place where each matter was previously addressed” in its papers. 37 C.F.R. § 42.71(d).” slip op. at 2

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

      “II. ANALYSIS In our Decision, we concluded that Petitioner had failed to carry its burden of demonstrating a reasonable likelihood of prevailing that either Shen or Soldano anticipated claims 1–7. Dec. 18, 26. Petitioner argues that we should institute review for three reasons. First, Petitioner argues that we abused our discretion by (a) “refusing” to interpret the scope of the claimed” slip op. at 2

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

      “Owner’s interpretation of “carrier” as meaning “one or more components for supporting ROSA components such as an AWG.” Dec. 9 (quoting Pet. 11). For our analysis of Petitioner’s challenges, we referred to this interpretation of “carrier” as Petitioner’s second alternative construction. Id. We also noted that Petitioner appeared to dispute Patent Owner’s interpretation when it argued that “carrier” should mean “a ceramic or silicon substrate.” Id. (quoting Pet. 10). We referred to this interpretation of “carrier” as the first alternative construction. Id. Rather than resolve this apparent dispute about the meaning of “carrier,” we found that both of Petitioner’s anticipation challenges failed under both interpretations of “carrier.” Id. at 10–26. Because we found that Petitioner had failed to carry its burden regardless of which interpretation of “carrier” applied, we found it unnecessary to resolve the dispute over that interpretation. Id. at 9–10. For the reasons expressed in Parts II.B–C below, we maintain our conclusion that Petitioner has failed to demonstrate a reasonable likelihood of proving that either Shen or Soldano anticipates any claim under either interpretation of “carrier.” Accordingly, Petitioner fails to demonstrate an abuse of discretion in our alleged “refusal” to interpret “carrier.”” slip op. at 3

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

      “Reh’g Req. 14. We cannot weigh Petitioner’s arguments based on its assertions about “caselaw” because Petitioner cited no cases to support its arguments. See id. Nevertheless, we infer that Petitioner intends its statements of “caselaw” to refer to the requirements to make out a case for anticipation. If so, Petitioner demonstrably miscasts what appear to be the legal principles for proving anticipation. As stated in our Decision: “A claim is anticipated only if each and every element as set forth in the claim is found, either expressly or inherently described, in a single prior art reference.” Verdegaal Bros., Inc. v. Union Oil Co. of California, 814 F.2d 628, 631 (Fed. Cir. 1987).” Dec. 7. Making a showing that a prior art reference anticipates a patent claim thus necessarily requires proof that a single reference “expressly or inherently” describes every element of that claim and with all elements being arranged in the reference as they are in the” slip op. at 7

    Claim construction§ 102 anticipation
    Patents in suitUS 10,379,301
  • PTAB · Dec 15, 2025 · IPR2025-01083 · APJ Nabeel U Khan · IPR · Institution

    The Board denied institution because Petitioner did not show a reasonable likelihood that Shivamoggi disclosed the required natural-language list of abnormal connections, including for the dependent-claim grounds.

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

      “information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Having considered the arguments and evidence presented by Petitioner and Patent Owner, we determine that Petitioner has not demonstrated a reasonable likelihood of prevailing on at least one of the challenged claims of the ’554 patent. We do not institute inter partes review as to the challenged claims of the ’554 patent.” slip op. at 2

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Petitioner argues that a person of ordinary skill in the art (POSITA) “would have had a bachelor’s degree in an academic area emphasizing computer science (i.e. computer science, computer information systems, computer engineering, etc.) or cybersecurity, with at least two years of experience in the field of cybersecurity.” Pet. 6 (citing Ex. 1003 ¶ 49). Petitioner further argues that “additional education or experience might substitute for these requirements.” Id. Patent Owner does not contest Petitioner’s proposed definition of a POSITA at this stage of the proceeding. See generally, Prelim. Resp. For purposes of this Decision, we adopt Petitioner’s proposed level of ordinary skill because it is consistent with the level of skill in the art at the time of the invention as reflected by the ’554 patent and the cited prior art.” slip op. at 7

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

      “Petitioner asserts that “no claim terms need to be construed to resolve any issues in controversy in the Petition.” Pet. 7 (citing Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011)). Patent Owner asserts that “[n]o constructions are necessary to deny institution because denial is warranted for numerous reasons that do not depend on claim construction, as further detailed below.” Prelim. Resp. 2. We determine that, at this stage of the proceeding, no explicit constructions are required to resolve the dispute between the parties.” slip op. at 8

    • BurdenNot shown unpatentable

      “Having reviewed the record presently before us, we agree with Patent Owner. Limitation 1[d] requires generating “insights, wherein the generated insights include at least a list of abnormal connections between the identified network objects.” The ʼ554 patent states that “[n]etwork insights are natural-language representations of aspects of the network graph.” 1 Ex. 1001, 10:15–17. Petitioner acknowledges that the recited “insights” are “natural-language representations.” Pet. 26 (citing Ex. 1001, 10:16–18). Dr. Easttom also agrees that insights are natural-language representations. Ex. 1003 ¶ 100 (testifying that “Shivamoggi’s insights are provided to the user as textual descriptions (i.e. natural-language representations).”). As an 1 The parties do not address whether the “wherein” clause of limitation 1[d] runs afoul of the printed matter doctrine. “[T]he petition must set forth . . . . [h]ow the challenged claim is to be construed.” 37 C.F.R. § 42.104. Even though “insights” are described in the ʼ554 patent as “natural-language representations of aspects of the network graph” (Ex. 1001, 10:15–17), Petitioner does not construe “insights, wherein the generated insights include at least a list of abnormal connections between the identified network objects,” as “printed matter” that may be disregarded because it is “not functionally related to the substrate.” See Praxair Distribution, Inc. v. Mallinckrodt Hosp. Prods. IP Ltd., 890 F.3d 1024, 1032 (Fed. Cir. 2018) (“‘Where the printed matter is not functionally related to the substrate, the printed matter will not distinguish the invention from the prior art in terms of patentability.’. . . For example, in In re Ngai, 367 F.3d 1336, 1339 (Fed. Cir. 2004) there was no functional relationship between claimed instructions and a diagnostic kit, as the instructions ‘in no way depend[ed] on the kit, and the kit [did] not depend on the’ instructions.” (quoting Ngai, 367 F.3d 1336, 1339 (Fed. Cir. 2004)). Because the parties have not addressed it, we decline to consider if the printed matter doctrine applies here. “virtual machine one to load balancer five, where port eighty is routed to port 1337 on virtual machine one, then from load balancer five to firewall two, where port eighty of firewall two is open, then from firewall two to subnet sixteen, where subnet sixteen has a network address of 10.0.1.0/24, then from subnet sixteen virtual network ten, where virtual network ten has a network address of 10.0.0.0/16, then from virtual network ten to virtual network eleven, via peering connection twelve, where peering connection twelve includes a routing rule to virtual network twelve, specifying virtual network twelve's network address, where virtual network twelve's network address is 172.31.0.0/16.” Ex. 1001, 10:31–45 (quotation marks in original). This example illustrates that an insight is provided in natural-language, or textual, format, consistent with the description of an insight in the ʼ554 patent and the testimony of Dr. Easttom. The limitation, which recites “the generated insights include at least a list of abnormal connections,” therefore requires generating a naturallanguage representation of a list of abnormal connections.” slip op. at 18

    Claim constructioncites Phillips · KSR · Graham
    Patents in suitUS 11,722,554
  • PTAB · Dec 15, 2025 · IPR2025-01086 · APJ Lisa A Murray · IPR · Institution

    The Board denied institution on all challenged claims because Orca did not show a reasonable likelihood of prevailing, based on its unexplained inconsistent positions on a claim term.

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

      “An inter partes review may be instituted only if “the information presented in the petition . . . and any [preliminary] response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). For the reasons given below, on this record, Petitioner has not established a reasonable likelihood that it would prevail in showing the unpatentability of at least one of the challenged claims. Accordingly, we decline to institute an inter partes review of the challenged claims. B. Real Parties in Interest” slip op. at 2

    • Prior constructionPrior construction not adoptedDecided for patent owner

      “The Board has recently clarified that “[s]imply noting that the petitioner is adopting a patent owner’s claim construction proposals from district court . . . is not a sufficient reason for advancing different positions in the two forums.” Revvo Techs., Inc. v. Cerebrum Sensor Techs, Inc., IPR2025-00632, Paper 20, 5 (PTAB Nov. 3, 2025) (precedential). In Revvo, as in this case, the petitioner did not propose its own constructions for claim terms in the Petition, but instead accepted the patent owner’s proposed constructions from the related district court litigation. Id. at 2. Although the petitioner had proposed different constructions for the claim terms in district court, it did not explain why it was taking a different position before the Board. Id. The Board’s trial rules “do not necessarily prohibit petitioners from taking inconsistent claim construction positions before the Board and a explain why alternative positions are warranted.” Revvo, Paper 20, 3–4 (quoting Cambridge Mobile Telematics, Inc. v. Sfara, Inc., IPR2024-00952, Paper 12 at 8–9 (PTAB Dec. 13, 2024) (informative)). Petitioner has not sufficiently done so here. Moreover, the fact that Petitioner cannot raise its indefiniteness challenge in an inter partes review is not a sufficient reason to allow Petitioner to take inconsistent claim construction positions before the Board and the district court. Tesla, Inc. v. Intellectual Ventures II LLC, IPR2025- 00340, Paper 18, 3 (Nov. 5, 2025) (informative). As explained in the Board’s Tesla decision: Petitioner’s statement that it cannot raise indefiniteness challenges in an inter partes review is not a sufficient explanation. Indeed, the statement amounts to an assertion that a petitioner should be permitted to raise inconsistent invalidity challenges in the two forums. Petitioner’s explanation may have risen to a sufficient level, for example, if Petitioner had shown that, notwithstanding the alleged indefiniteness of the claim term, an ordinarily skilled artisan would understand that the asserted art satisfies the claim limitation (such as if the limitation prescribed a range and only the outer bounds of the range were unclear). Instead, Petitioner argued indefiniteness in the district court and then adopted Patent Owner’s plain and ordinary meaning construction from the district court litigation in its Petition. Allowing a petitioner to advance a claim construction before the Board when that petitioner has made inconsistent indefiniteness arguments in” slip op. at 7

    Claim constructioncites Phillips
    Patents in suitUS 12,001,549
  • PTAB · Dec 3, 2025 · PGR2025-00056 · APJ Steven M Amundson · PGR · Institution

    Institution was denied because Petitioner did not show it was more likely than not that claims 1–20 were unpatentable under the asserted obviousness grounds.

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

      “to institute a post-grant review. We may not institute a post-grant review unless we determine that “the information presented in the petition filed under section 321, if such information is not rebutted, would demonstrate that it is more likely than not that at least 1 of the claims challenged in the petition is unpatentable.” 35 U.S.C. § 324(a) (2024). After considering the Petition, the Preliminary Response, the Preliminary Reply, the Preliminary Sur-reply, and the evidence of record, and for the reasons explained below, we determine that Petitioner has failed to demonstrate that it is “more likely than not” that at least one of the claims challenged in the Petition is unpatentable. Hence, we deny the Petition and do not institute a post-grant review.” slip op. at 2

    • Skill levelSkill level petitioner adoptedOther

      “effective filing date would have had “at least a bachelor’s degree in electrical engineering, computer science, or a similar degree and at least four years of experience in applied electromagnetics with an emphasis on antennas.” Pet. 10 (quoting Ex. 1018 ¶ 32). Petitioner also asserts that “[a]lternatively, the person of ordinary skill in the art would have a master’s degree in electrical engineering (or similar discipline) and at least two years of similar experience.” Id. (quoting Ex. 1018 ¶ 32). Dr. van der Weide’s testimony supports Petitioner’s assertions. See Ex. 1007 ¶ 39. For purposes of the Preliminary Response only, Patent Owner employs Petitioner’s description of an ordinarily skilled artisan. Prelim. Resp. 22. Based on the current record and for purposes of this decision, we accept Petitioner’s description of an ordinarily skilled artisan because it comports with the technology and claims of the ’149 patent as well as the asserted references. See, e.g., Ex. 1005, 1:35–6:56, 42:44–46:28, code (57); infra §§ III.E.1–III.E.2, III.G.1–III.G.2, III.H.1.” slip op. at 25

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

      “4. DISCUSSION “[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.” Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999); see Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017). Based on the current record, we determine that no claim term requires an explicit construction to decide whether Petitioner satisfies the “more likely than not” standard for instituting a post-grant review. As Petitioner recognizes, the ’149 patent defines many of the claim terms Petitioner discusses in the “Claim Interpretation” section of the Petition. See Pet. 14–16. For instance, the patent defines “antenna rectangle” as “the orthogonal projection of the antenna box along the normal to the face with largest area of the antenna box.” Ex. 1005, 14:21–24. Further, the patent defines “complexity factor F21” and “complexity factor F32” consistent with the independent claims. See id. at 17:16–21, 17:49–61, 18:8–18, 19:12–25, 20:5–17, 42:62–43:25, 44:5–30, 45:8–46:3. E. Alleged Obviousness over Dou and Ciais-Multiband: Claims 7–9, 11–14, 16, 17, 19, and 20 Petitioner contends that claims 7–9, 11–14, 16, 17, 19, and 20 are” slip op. at 28

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

      “Petitioner does not explain why an ordinarily skilled artisan who used Ciais-Quadband’s antenna for Dou’s two antennas 206 and 208 would have departed from the commonly accepted rule of thumb and Dou’s preference for at least a quarter-wavelength spacing between antennas at the lowest frequency to the extent needed to implement the proposed combination, i.e., with only about 55% of the preferred spacing between antennas. See Pet. 60–69; Ex. 1007 ¶¶ 172–187. Hence, based on the current record, Petitioner does not establish sufficiently for purposes of institution that an ordinarily skilled artisan would have been motivated to combine Ciais-Quadband’s teachings with Dou’s teachings in the way Petitioner proposes. Further, the addition of two Nakano InvFL antennas extending from the ground plane both above and below the PCB does not remedy the insufficient spacing between “the swapped-in Ciais-Quadband antennas.” Ex. 2010 ¶ 67.” slip op. at 69

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 12,095,149
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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.