PTAB
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18 decisions · 449msnewest first
  • PTAB · Sep 1, 2026 · IPR2023-00247 · APJ Michael T Cygan · IPR · Remand

    Claim 15 was not shown unpatentable over Rothschild alone or Rothschild and Chen because Petitioner did not sufficiently explain or support how the IM modality generates the claimed hot link.

    RulingsRemand decision
    • BurdenNot shown unpatentable

      “disclaim HTML-formatted advertisements in IM,” and that there is no evidence or expert testimony that IM messages are incompatible with HTML tags. Pet. Remand Reply 4–7 (also stating, “nor did Patent Owner contest the Petition’s showing with respect to the IM limitation of claim 15”). However, in inter partes review, the burden is on Petitioner to explain and support its assertions; it is not on Patent Owner to prove that its claims are not unpatentable. In re Magnum Oil Tools, 829 F.3d at 1375; PO Remand Resp. 5. Petitioner must explain how Rothschild teaches generating a hot link message, in an instant message communication, that includes the determined action and instructions for rendering and displaying the hot link. Petitioner’s reliance on a list of communication types is insufficient because although personal communications are sent “with” an advertisement, not all members of that list (e.g., SMS) generate a hot link message having the claimed instructions in the manner (formatting) asserted by Petitioner. Ex. 1005, 8:3–6; Ex. 2009 ¶ 64.” slip op. at 12

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

      “link message by IM is that Rothschild states that “a personal communication can include, but is not limited to, an e-mail message, text message, short message service (SMS) message, chat-room message, instant messaging message, video message, voice message, and any other personalized network communications.” Pet. 40 (quoting Ex. 1005, 8:6–11); Pet. Remand Reply 2, 5–6 (arguing that this is unrebutted by Patent Owner). Such an explanation would be sufficient if each of those communications were shown to work in the same manner as email, such that no further explanation would be required to show that one having ordinary skill in the art would understand how Petitioner’s email and HTML tag explanations applied to each of the other message types. formatting step, which is required under Petitioner’s assertions for limitation [10.7]. Ex. 2009 ¶¶57 (citing Ex. 1005, Fig. 10), 60 (citing Ex. 1005, Fig. 11), 64 (“[t]here is no formatting step for the SMS message, only for e-mail.”), 76 (“SMS messages . . . do not use HTML”); PO Sur-reply 27. Nor does Petitioner assert or explain that IM messages are formatted so as to teach the generating step of limitation [1.4]/[10.7]. Pet. 32 (“Rothschild’s server generates a hot link message when the web server formats the message data into an e-mail that contains the selected interactive advertisement.”). Because Petitioner’s “generating a hot link” assertions rely on the use of HTML (in email), and one of Rothschild’s listed communication types (SMS) does not use HTML, Petitioner fails to show persuasively that an artisan of ordinary skill would have interpreted each of Rothschild’s other listed types of personal communication as using HTML to generate a hot link in the claimed manner.” slip op. at 9

    • Expert testimonyPetitioner expert discountedDecided for patent owner

      “Although Dr. Houh testifies that the use of IM would have been obvious, this testimony is a verbatim copy of what the Petition says on claim 5. Compare Ex. 1003 ¶¶ 80–81, 130–31 with Pet. 41. Dr. Houh cites to Rothschild’s list of communication types, but provides no analysis or reasoning or further evidence for his obviousness conclusion in the Houh Declaration. As such, it is a bare conclusory statement entitled to little or no weight. See 37 C.F.R. § 42.65(a) (“Expert testimony that does not disclose the underlying facts or data on which the opinions is based is entitled to little or no weight.”). We further note that although Dr. Houh relies upon Rothschild’s “interactive advertisement that is displayed with a graphic and includes an embedded URL,” Dr. Houh does not explain how each of the listed communication types (which include a voice message), or IM specifically, have these properties. Ex. 1003 ¶ 58.” slip op. at 11

    Patent outcomesUS 10,869,169 not shown unpatentable
    § 103 obviousness
    Patents in suitUS 10,869,169
  • PTAB · Jul 21, 2026 · IPR2025-00190 · APJ Kimberly Mcgraw · IPR · Final written decision

    Claims 1, 3–11, 13, and 14 were not shown unpatentable because Dong did not disclose the claimed vertical wordline arrangement, and the proposed 3D NAND combination lacked support for motivation and reasonable expectation of success.

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

      “understanding that the claim term “from bottom to top” refers to the vertical arrangement of word lines in the memory portions from bottom to top and not from source end to drain end, as asserted by Petitioner. Inst. Dec. 17. In other words, the claim terms describing the first and second portions having word lines “from top to bottom” refer to the relative vertical location of the word lines within the memory portions and not to location of the word lines relative to the source or drain. Our construction is based on the plain and ordinary meaning of the express language of the independent claims, which states that the second memory portion is formed either above or below the first memory portion. The forming of one memory portion above or below another portion establishes a top and bottom in relation to those portions. For example, claim 5 is directed to a “program method of memory” that requires a second portion formed above the first portion. A second memory portion that is formed above a first memory portion is on top relative to the first portion. Similarly, claims 1 and 1 and 11, which recite a memory having a second portion formed below a first portion, establish that the second portion is on the bottom relative to the first portion. Thus, the claim language itself establishes the vertical locations of the memory portions relative to each other (e.g., a second memory portion that is above the first portion is on top, relative to the first portion). It follows that claim terms referring to the top and bottom of word lines within the memory portions also refer to relative vertical locations of the word lines within the memory portions. Thus, we understand the plain and ordinary meaning of claim” slip op. at 13

    • Claim Construction › Intrinsic evidence (Phillips canons) › Preamble limiting or notPreamble limitingDecided for patent owner

      “In our Decision, we treated the preambles of claims 5 and 11 as limiting, noting that these preambles provide antecedent basis for the word line limitations recited in the body of their respective claim. Dec. 14–15, 8. Neither party disputes that the preambles of claims 5 and 11 are limiting. See PO Resp. 34–35 (agreeing that the preambles are limiting); see generally Reply 1–6 (not disputing that the preambles are limiting). We maintain our construction of the preambles in this Decision.” slip op. at 11

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “we consider the level of ordinary skill at the time of filing. 35 U.S.C. § 103; see also Graham, 383 U.S. at 17 (discussing pre-AIA obviousness). Petitioner contends that a person of ordinary skill in the art (“POSITA”) would have had a had a bachelor’s degree in electrical engineering or a similar discipline, along with 2–3 years of professional experience working with (e.g., researching, designing, or teaching) NAND memory devices (including issues relating to the operation, e.g., programming, of said devices), or an equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience). Pet. 22 (citing Ex. 1004 ¶¶ 40–42). Petitioner also asserts that a POSITA would have been aware of and generally knowledgeable about NAND memory’s structure and fabrication, its component parts, how it operates, and how it is controlled. Id. at 22–23 (citing Ex. 1004 ¶ 41). In the Institution Decision, we adopted the assessment offered by Petitioner, which Patent Owner did not contest. Inst. Dec. 13. Following institution, Patent Owner stated it does not dispute Petitioner’s definition of a POSITA. PO Resp. 9 (citing Khatri Dec. ¶¶ 42–47). Because Petitioner’s definition of the level of skill in the art appears consistent with the ’941 patent and the asserted prior art, we maintain it for purposes of this Final Written Decision. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir 2001).” slip op. at 9

    • Expert testimonyPatent owner expert creditedOther

      “We disagree and find that Dong’s Figure 5a does not depict wordlines in a physical vertical orientation, but rather depicts voltage diagrams. We agree with Patent Owner’s argument, supported by persuasive testimony by Dr. Khatri, that a POSITA would have understood that Dong’s voltage charts (e.g., Fig. 5a) simply represent which voltages are applied to which word lines and do not depict the physical orientation of the wordlines. See, e.g., Ex. 2028 ¶ 171 (citing Ex. 1005 ¶ 20; Ex. 1009 ¶¶ 52–54). As Dr. Khatri explains, Dong Figures 5a–5h depict different examples of self-boosting modes showing voltages applied differently to the wordlines and are not intended to depict the physical orientation of these word lines. Ex. 2028 ¶ 171; see also Sur-reply 11–12 (citing Ex. 1005 ¶¶ 47, 65, 63–67; Ex. 2028 ¶¶ 177–186). We agree with Dr. Kahtri’s persuasive testimony that a POSITA would understand that Figures 5a–5h are illustrated vertically, but do not represent the actual physical arrangement of the word lines in memory, which are shown to be horizontal in Dong’s Figure 4. See, e.g., Ex. 2028 ¶ 172 (citing Ex. 1005 ¶¶ 20, 45, 47, 87).” slip op. at 24

    Patent outcomesUS 11,568,941 not shown unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 11,568,941
  • PTAB · Jun 9, 2026 · IPR2025-00118 · APJ Jo-Anne M Kokoski · IPR · Final written decision

    Claims 1–14 were not shown unpatentable because the Petition did not establish the claimed adjacent pad groups, common ESD bus, or pad-to-pad bonding wires.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedOther

      “would have had a bachelor of science degree in electrical engineering or similar discipline, and 2–3 years of professional experience working with (e.g., researching, analyzing, designing, or teaching) ICs, or equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience and vice versa). This POSITA would have been aware of and generally knowledgeable about IC design, layout, manufacturing, packaging, and ESD protection. Pet. 18 (citing Ex. 1003 ¶¶ 29–33). Patent Owner states that it “does not dispute Petitioner’s proposed level of a” POSITA “for purposes of this IPR.” PO Resp. 10. In the Institution Decision, we adopted the assessment offered by Petitioner. Dec. 7. Because Petitioner’s definition of the level of skill in the art is consistent with the ’164 patent and the asserted prior art, we maintain it for purposes of this Final Written Decision. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 7

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

      “customary meaning of such claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent.” 37 C.F.R. § 42.100(b). Under this standard, claim terms are generally given their plain and ordinary meaning as would have been understood by a person of ordinary skill in the art at the time of the invention and in the context of the entire patent disclosure. Phillips v. AWH Corp., 415 F.3d 1303, 1313 (Fed. Cir. 2005) (en banc). Only those terms in controversy need to be construed, and only to the extent necessary to resolve the controversy. Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019). Based on our review of the complete trial record and the arguments raised by the parties, we determine that it is not necessary to expressly construe any claim terms to resolve the parties’ dispute. Realtime Data, 912 F.3d at 1375.” slip op. at 7

    • Expert testimonyPatent owner expert creditedDecided for patent owner

      “includes segmented ground rails 350, 355. . . . The package substrate 310 includes a package common ground rail 360, and the segmented SoC ground rails 350, 355 are independently connected to the package common ground rail 360 via separate connections 370, 375 respectively.”). As set forth above, Dr. Foty describes the three ground lines in Saint Figure 7-7 as “segmented rails” when discussing the combination of Saint and Haralabidis, thus equating the three ground lines in Saint Figure 7-7 with Haralabidis’ segmented ground rail. Ex. 1003 ¶ 368. Neither Petitioner nor Dr. Foty, however, adequately addresses how or why a POSITA would have understood that the three separate grounds lines in Saint Figure 7-7 were “segmented rails” like the segments of the single ground line described in Haralabidis. In contrast, Dr. Khatri credibly testifies: Haralabidis teaches the use of a “common ground rail” to connect “segmented ground rails.” Haralabidis, 3:9–22, 3:34– 40, 3:65–4:12. A POSITA would understand “segmented ground rails” to refer to a single ground signal that has been “segmented.” That is fundamentally different from the design of Saint’s Figure 7-7 that Dr. Foty relies on, which uses three different ground signals, GND1, GND2, and GND3—not a single ground signal that has been “segmented.” Because of that, a POSITA would not have been motivated to change the Figure 7-7 design completely to connect three separate signals (GND1, GND2, and GND3) together as Dr. Foty proposes. Ex. 1003 ¶ 368. Indeed, for these reasons, a POSITA would have understood Haralabidis’ teachings of a “common ground rail” are inapplicable to Saint’s Figure 7-7. Ex. 2010 ¶ 129. Petitioner’s arguments and Dr. Foty’s testimony with respect to the modification of Saint Figure 7-7 leave an analytical gap that does not apprise us of why a POSITA would have modified Saint Figure 7-7 to include a common ESD bus as described in Haralabidis.” slip op. at 37

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

      “For these reasons, we find that Yoshinaga’s statement that “[r]eference potential pads are not shown to simplify the drawing” indicates that reference potential pads are not depicted in Yoshinaga Figure 6, and determine that Yoshinaga Figure 6 does not disclose “a plurality of pad groups, adjacent and connected to the plurality of ESD buses” as recited in claim 6. Petitioner also argues that a POSITA would have understood that power supply pads 3, 4, and 58 in Yoshinaga “could just as readily be used as reference pads” and it would have been obvious “to use the pads immediately next to the saved areas as reference pads (e.g., pads 5 and 6) as pad assignments were left to the designer’s discretion.” Pet. 31 (citing Ex. 1003 ¶¶ 137–139). Petitioner asserts that “selecting which pads to use for ground, power signals, etc. is a design choice that depends on factors like chip size, the number of I/O signals, and the number of pads available.” Pet. 31 (citing Ex. 1003 ¶ 137–139). Petitioner states that such discretion would be to preserve Yoshinaga’s saved area for other circuitry as taught by Saint. Pet. 31–32 (citing Ex. 1003 ¶¶ 137–139; Pet. 19–23 (§ IX.A)). Neither Petitioner nor Dr. Foty adequately explain, however, why a POSITA would have made this specific design choice, namely, replacing power supply pads 3, 4, and 58 with reference pads. Pet. 31; Ex. 1003 ¶¶ 137–139; see also Polaris Indus., Inc. v. Arctic Cat, Inc., 882 F.3d 1056, 1069 n.4 (Fed. Cir. 2018) (“Merely stating that a particular placement of an element is a design choice does not make it obvious.” (quoting Cutsforth, Inc. v. MotivePower, Inc., 636 Fed. Appx. 575, 578 (Fed. Cir. 2016))). Petitioner offers the general proposition that pad assignments are left to the designer’s discretion, but this does not provide a reason why a POSITA would have been motivated to modify Yoshinaga Figure 6 as proposed. Pet. 31; Ex. 1003 ¶¶ 137–139. We have determined that Yoshinaga does not show (rather than does not label) reference pads. Because all of Yoshinaga’s illustrated pads are power supply pads, Petitioner’s proposed reassignment of pads would not be a simple matter of rearrangement of an existing mixture of power supply and reference pads, but require that reference pads be imported from elsewhere, and power supply pads be moved to some unspecified location. Petitioner’s arguments and Dr. Foty’s testimony with respect to the modification of Yoshinaga Figure 6 leave an analytical gap that does not apprise us of why a POSITA would have modified Yoshinaga Figure 6 to include reference pads in the place of power supply pads 3, 4, and 58. We agree with Patent Owner that none of Petitioner’s rationales” slip op. at 20

    Patent outcomesUS 10,879,164 not shown unpatentable
    Claim construction§ 103 obviousnesscites Phillips
    Patents in suitUS 10,879,164
  • PTAB · Jan 5, 2026 · IPR2024-00911 · APJ Kimberly Mcgraw · IPR · Final written decision

    Claim 10 was not shown unpatentable under § 103 over Toyama because the challenge did not remedy the deficiencies in its nonobvious base claim 8.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedOther

      “Petitioner’s proposed definition appears to be consistent with the cited prior art and the disclosure of the ’806 patent, and we adopt it for purposes definition of a POSITA.” slip op. at 8

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

      “In our Decision on Institution, we noted that the parties disputed construction of “each local contact” found in dependent claim 10, and “dielectric structure” recited in independent claim 8. Inst. Dec. 8–9. We determine that no express construction of “each local contact” recited in claim 10, or any other claim term, is required to resolve the issues in dispute in this proceeding.” slip op. at 9

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

      “independent claim 8 would have been obvious for the reasons set forth in its petition in the 791-IPR. See id. at 1 (stating the present Petition maintains the same grounds set forth in IPR2024-00791). As explained in our Final Written Decision (Ex. 3001) in the 791-IPR issued concurrently, Petitioner did not show by a preponderance of the evidence that independent claim 8 would have been obvious over Toyama under any of Petitioner’s three alternative arguments. None of Petitioner’s arguments set forth in the present Petition, including the arguments directed to claim 10, remedy the deficiencies regarding its base claim 8. See Pet. 53–31, 98–101, 124–125; see also Reply. Accordingly, for the same reasons set forth in the Final Written Decision in the 791-IPR issued concurrently, Petitioner has not shown by a preponderance of the evidence that independent claim 8, and therefore dependent claim 10, would have been obvious over Toyama. See In re Fine, 837 F.2d 1071, 1076 (Fed. Cir. 1988) (“Dependent claims are nonobvious under section 103 if the independent claims from which they depend are nonobvious.”); Ex. 3001.” slip op. at 14

    • Expert testimonyNot reached

      “Petitioner relies on the Declaration of Jack C. Lee, Ph. D. (Ex. 1003) and the Reply Declaration of Jack C. Lee, Ph.D. (Ex. 1043) in support of its 2 The Leahy-Smith America Invents Act (“AIA”), Pub. L. No. 112–29, 125 Stat. 284 (2011), revised 35 U.S.C. §§ 102 and 103 effective March 16, 2013. Because the ’806 patent has an effective filing date after March 16, 2013 (Ex. 1001, codes (22), (63)), we refer to the AIA version of Sections 102 and 103. 3 Toyama, US Pub. No. 2017/0179026 A1, published June 22, 2017 (Ex. 1005). 4 Petitioner characterizes its alternative arguments of unpatentability of claim 10 as based on three “grounds.” See Pet. 15. Because each of Petitioner’s arguments are based on the same reference, albeit different embodiments, we characterize Petitioner’s challenges as three alternative arguments based on a single ground because each argument relies on the same reference. Ph.D. (Ex. 2005). Transcripts of the depositions of Dr. Lee (Exs. 2006, 2010) and of Dr. Yang (Ex. 1044) have also been submitted into the record.” slip op. at 7

    Patent outcomesUS 10,937,806 not shown unpatentable
    Claim construction§ 103 obviousnesscites Phillips
    Patents in suitUS 10,937,806
  • PTAB · Jan 5, 2026 · IPR2024-00791 · APJ Kimberly Mcgraw · IPR · Final written decision

    Claims 8, 9, 11, and 12 were not shown unpatentable under §103 over Toyama because the asserted structures did not meet the construed TAC limitation and the proposed modifications lacked adequate motivation.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “(“POSITA”) would have had “a bachelor of science degree in electrical engineering or a similar discipline” with “2–3 years of professional experience working with (e.g., researching, designing, or teaching) NAND flash memory devices, or an equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience).” Pet. 27 (citing Ex. 1003 ¶¶ 34–38). Petitioner further contends that a “POSITA would also have been aware of and generally knowledgeable about semiconductor manufacturing and 3D NAND’s structure, its component parts, how it operates, and how it is controlled.” Id. Patent Owner does not object to Petitioner’s proposed definition (PO Resp. 12), but Patent Owner’s declarant Dr. Yang provides a slightly different definition, stating a POSITA: would have had at least a bachelor’s degree in electrical engineering, materials science, or a similar discipline, along with at least 2 years of professional experience in semiconductor fabrication process integration for memory devices or an equivalent level of knowledge and experience. For example, an experience, or extensive experience may replace some of the educational requirements. Ex. 2004 ¶ 43. Petitioner’s proposed definition appears to be consistent with the cited prior art and the disclosure of the ’806 patent, and we adopt it for purposes of this Decision. We note that our Decision would be the same under either definition of a POSITA.” slip op. at 8

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

      “(TACs) extending vertically through the dielectric structure” recited in claim element [8.G] encompasses multiple TACs, each extending through a separate, different dielectric structure, while Patent Owner argues that the phrase requires that the plurality of TACs (i.e., at least two TACs) must extend through the same dielectric structure. See, e.g., Pet. 49–50; PO Resp. 18–21; Reply 2–4. In our Decision on Institution, we preliminarily construed this phrase to require that more than one (i.e., a plurality) TAC in the TAC region extends vertically through a single dielectric structure. See Inst. Dec. 17. Based upon a full record, we construe this term of claim element [8.G.iii] (i.e., “ . . . a through array contact (TAC) region formed between the first and second channel regions, wherein the TAC region comprises a plurality of through array contacts (TACs) extending vertically through the dielectric structure”) according to its plain language to require that a plurality (i.e., more than one) of TACs must extend vertically through a (i.e., at least one) dielectric structure. Under this construction, the plurality of TACs may extend through more than one dielectric structure, but the plurality of TACs must extend through at least one dielectric structure. The plain language of the claim is not satisfied if each TAC extends through a separate dielectric structure because, in this scenario, there is not a plurality of TACs that extend through a dielectric structure.” slip op. at 10

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

      “Resp. 31–33. Patent Owner persuasively explains, with supporting testimony by Dr. Yang, that these regions containing the interconnects and peripheral circuitry would prevent repeating the layout in the hd1 direction because the interconnects and peripheral circuitry would be located in the same region that Petitioner proposes adding the additional memory plane. Id. (citing Ex. 2004 ¶ 72). Patent Owner further persuasively explains that Toyama teaches repeating the layout in the hd2 direction, not the hd1 direction, because of the location of its interconnects and peripheral circuitry, which prevents repeating the structure in the hd1 direction. See id. at 34 (citing Ex. 1005, Figures 17E, 17F). Patent Owner persuasively explains that Toyama Figure 17F (which is an alternate view of the structure shown in Figure 17E) shows that the memory array has interconnects and driver circuits on at least the left side, which means that in a modification adding additional planes, each plane would necessarily include these interconnects and driver circuitry on the left side. Id. at 35 (citing Ex. 2004 ¶ 75). We agree with Patent Owner that Petitioner has not sufficiently shown that it would have been obvious for a POSITA to repeat the structure shown in Figure 17E in the hd1 direction due to the presence of its interconnects and peripheral circuitry.” slip op. at 34

    Patent outcomesUS 10,937,806 not shown unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 10,937,806
  • PTAB · Nov 5, 2025 · IPR2024-00792 · APJ Jo-Anne M Kokoski · IPR · Final written decision

    Claims 1–6 were not shown unpatentable because the asserted references did not establish the claimed bias voltages and pre-verify stage.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedOther

      “In the Institution Decision, we adopted the assessment offered by Petitioner. Dec. 5–6. Because Petitioner’s definition of the level of skill in the art is consistent with the ’957 patent and the asserted prior art, we maintain it for purposes of this Final Written Decision. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 6

    • Expert testimonyPatent owner expert creditedOther

      “It is within our discretion to assign the appropriate weight to Dr. Przybylski’s testimony. See, e.g., Yorkey v. Diab, 601 F.3d 1279, 1284 (Fed. Cir. 2010) (holding that the Board has discretion to give more weight to one item of evidence over another “unless no reasonable trier of fact could have done so”); In re Am. Acad. of Sci. Tech Ctr., 367 F.3d 1359, 1368 (Fed. Cir. 2004) (“[T]he Board is entitled to weigh the declaration and conclude that the lack of factual corroboration warrants discounting the opinions expressed in the declarations.”). On this record, we decline to generally discount Dr. Przybylski’s based on Petitioner’s contentions. When assigning upon which the testimony is based. See PTAB Consolidated Trial Practice Guide 40–41 (Nov. 2019). In our analysis of the asserted grounds of unpatentability, we weigh Dr. Przybylski’s testimony accordingly.” slip op. at 6

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

      “customary meaning of such claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent.” 37 C.F.R. § 42.100(b). Under this standard, claim terms are generally given their plain and ordinary meaning as would have been understood by a person of ordinary skill in the art at the time of the invention and in the context of the entire patent disclosure. Phillips v. AWH Corp., 415 F.3d 1303, 1313 (Fed. Cir. 2005) (en banc). Only those terms in controversy need to be construed, and only to the extent necessary to resolve the controversy. Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019). Based on our review of the complete trial record and the arguments raised by the parties, we determine that it is not necessary to expressly construe any claim terms to resolve the parties’ dispute. Realtime Data, 912 F.3d at 1375.” slip op. at 7

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

      “claim 1 would have been obvious over the combined teachings of Hongtao and Yu by a preponderance of the evidence. 35 U.S.C. § 316(e) (2018); see also 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”)). After considering the parties’ arguments and evidence of record, and weighing the testimony of Dr. Liu and Dr. Przybylski, we are not persuaded that Petitioner meets its burden of establishing, by a preponderance of the evidence, that Hongtao teaches or suggests applying a second bias voltage that is smaller than the first bias voltage in the verify stage as recited in limitation [1.d]. Hongtao is silent with respect to the magnitudes of the pre-conduction and conduction voltages. Hongtao teaches that “a pre-conduction voltage is applied to both the unselected word line and the selected word line to turn on the channels of the selected string and the unselected string.” Ex. 1005 ¶ 23. Hongtao then teaches that, in the reading phase, “[t]he gates of the unselected memory cells on the selected string are applied with a conduction voltage through the unselected word lines.” Id. ¶ 25. Hongtao, however, describes the magnitudes of the pre-conduction and conduction relative to each other. See id. ¶¶ 21–26. Petitioner and Dr. Liu point to Hongtao’s statement that “the greater the conduction voltage, the greater the read disturbance” to support its contention that the conduction voltage is smaller than the pre-conduction voltage, but that statement refers to the relationship between conduction voltage and the read interference it causes and does not compare the conduction voltage to the pre-conduction voltage. See Pet. 40 (citing Ex. 1005 ¶ 26); Ex. 1003 ¶ 120 (citing Ex. 1005 ¶ 26). We also find credible Dr. Przybylski’s testimony that Hongtao lacks the details needed to determine how the gate voltages develop over time, in particular the length of the pre-conduction period. See Ex. 2003 ¶ 96. Dr. Przybylski’s testimony is consistent with the ’957 patent’s teaching that when the pre-pulse time is long enough that the bias voltages are fully developed before the TSG transistor is switched off at the unselected memory cell string, hot carrier injection “may not be generated from the selected memory cell to the upper adjacent memory cell of the selected memory cell in the selected memory cell.” Ex. 1001, 11:60–12:1. In contrast, when the pre-pulse time is insufficient for the bias voltages to fully develop, hot carrier injection may be generated. Id. at 12:1–9. And we are not persuaded that Petitioner and Dr. Liu sufficiently rebut Dr. Przybylski’s persuasive testimony that casts doubt on Petitioner’s contention that Hongtao teaches a second bias voltage that is smaller than a first bias voltage as recited in limitation [1.d]. For example, Dr. Liu’s testimony that Hongtao teaches applying voltages on gate terminals does not adequately address Patent Owner’s argument and Dr. Przybylski’s testimony that Hongtao depicts target values for the word line voltages instead of the See Ex. 1027 ¶¶ 16–40. Neither Petitioner nor Dr. Liu adequately establish that Hongtao’s applied voltages are sufficiently developed such that the preconduction voltage actually is bigger than the conduction voltage. Petitioner’s argument that Hongtao teaches or discloses a second bias voltage that is smaller than the first bias voltage hinges on a POSITA’s interpretation of Hongtao’s Figure 2. In light of Hongtao’s dearth of details regarding the absolute or relative magnitudes of the pre-conduction and conduction voltages, and Dr. Przybylski’s unrebutted testimony that Hongtao does not provide sufficient information to ascertain the actual bias voltages that will be applied on the gate terminals of the memory cells over time, we are not persuaded that Petitioner carries its burden of establishing that Hongtao discloses limitation [1.d]. For these reasons, we determine that Petitioner does not establish by a preponderance of the evidence, that independent claim 1, and claims 2–6 that depend, directly or indirectly, therefrom, would have been obvious over the combined teachings of Hongtao and Yu.” slip op. at 15

    Patent outcomesUS 11,468,957 not shown unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips
    Patents in suitUS 11,468,957
  • PTAB · Nov 4, 2025 · IPR2025-00297 · APJ Thomas L Giannetti · IPR · Final written decision

    Claims 1–18 were not shown unpatentable because the prior art did not establish the claimed distance-based variation in the rate of image-processing steps.

    RulingsFinal written decision
    • Prior constructionPrior construction adoptedDecided for patent owner

      “Putting aside the controversy over alleged impropriety and sandbagging in connection with the District Court’s Order, which we address infra in connection with Patent Owner’s Motion to Strike, we find the District Court’s “mirror-mimicking” construction to be well-reasoned and supported by the record, and we therefore adopt that construction and its reasoning. As the District Court points out, both the “double the distance” and “same size” aspects of its construction are expressly discussed in the ’109 patent. See Ex. 2008, 16 (citing Ex. 1001, 2:5–27, Figs. 5A, 5B). So, too, is “flipping” or reversing of the image disclosed. Id. at 17 (citing Ex. 1001, 14:46–51, 15:41–47). Petitioner does not dispute that the ’109 patent discloses these aspects of “mirror-mimicking,” or even that the District Court’s claim construction is incorrect. Instead, Petitioner contends that “[t]he Board need not construe ‘mirror mimicking’ [beyond plain meaning] since the prior art expressly discloses mimicking a mirror.” Pet. Reply 6. Further. Petitioner characterizes the claim construction order as “a report and recommendation” by a magistrate judge that “the district court judge has not evaluated or adopted.” Id. at 6 n.2.9 We address infra whether the prior art “expressly” discloses “mirror- mimicking” as construed by the District Court. We, however, disagree with Petitioner that we should not construe this term. Given the controversy over whether Petitioner has argued for a different construction in the District Court, we cannot agree that an explicit construction of “mirror-mimicking” is an unnecessary step toward resolving this controversy. See Vivid Techs., Inc., 200 F.3d at 803. We therefore adopt the District Court’s construction for “mirror-” slip op. at 16

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

      “We do not agree. Petitioner demonstrates persuasively that a person of ordinary skill would have combined these references “to reduce distortion and provide a realistic mirror image.” Pet. 14–17; Haram Decl. ¶¶ 110–117. We are not persuaded by Patent Owner that by specifically disclosing “flipping” the image, Rosenberg is discouraging or teaching away from performing other transformations to achieve its objective of “replicat[ing] the performance of a standard household mirror.” See PO Resp. 32–33 (Patent Owner asserting lack of motivation to combine the references). A reference may be said to “teach away” “when a person of ordinary skill, upon reading the reference, would be discouraged from following the path set out in the reference, or would be led in a direction divergent from the path that was taken by the applicant.” Galderma Lab'ys, L.P. v. Tolmar, Inc., 737 F.3d 731, 738 (Fed. Cir. 2013). “A reference does not teach away, however, if it merely expresses a general preference for an alternative invention but does not criticize, discredit, or otherwise discourage investigation into the invention claimed. Id. Further, when conducting an obviousness analysis, the Board must consider a prior art reference “not only for what it expressly teaches, but also for what it fairly suggests.” Bradium Techs. LLC v. Iancu, 923 F.3d 1032, 1049 (Fed. Cir. 2019) (quoting In re Baird, 16 F.3d 380, 383 (Fed. Cir. 1994)). We are not convinced that the references before us “teach away” from performing the other transformations.” slip op. at 30

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
    Patent outcomesUS 8,982,109 not shown unpatentable
    Claim construction§ 103 obviousnesscites Phillips
    Patents in suitUS 8,982,109
  • PTAB · Nov 4, 2025 · IPR2024-00856 · APJ Thomas L Giannetti · IPR · Final written decision

    Claims 1–18 were not shown unpatentable because the cited combinations did not teach or suggest varying the rate of the claimed image-processing steps according to user distance.

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

      “Patent Owner states that it “applies Petitioners’ proposed level of skill for purposes of this Response.” PO Resp. 14 (citing Forsyth Decl. ¶¶ 62– 63). For this Decision, we adopt the formulation of the level of ordinary skill in the art proposed by Petitioner and applied by Patent Owner as consistent with the prior art before us in this proceeding.7” slip op. at 13

    • Prior constructionPrior construction adoptedDecided for patent owner

      “Putting aside the controversy over alleged impropriety and sandbagging in connection with the District Court’s Order, which we address infra in connection with Patent Owner’s Motion to Strike, we find the District Court’s “mirror-mimicking” construction to be well-reasoned and supported by the record, and we therefore adopt that construction and its reasoning. As the District Court points out, both the “double the distance” and “same size” aspects of its construction are expressly discussed in the ’109 patent. See Ex. 2008, 16 (citing Ex. 1001, 2:5–27, Figs. 5A, 5B). So, too, is “flipping” or reversing of the image disclosed. Id. at 17 (citing Ex. 1001, 14:46–51, 15:41–47). Petitioner does not dispute that the ’109 patent discloses these aspects of “mirror-mimicking,” or even that the District Court’s claim construction is incorrect. Instead, Petitioner contends that “[t]he Board need not construe ‘mirror mimicking’ [beyond plain meaning] since the prior art expressly discloses mimicking a mirror.” Pet. Reply 6. Further. Petitioner characterizes the claim construction order as “a report and recommendation” by a magistrate judge that “the district court judge has not evaluated or adopted.” Id. at 6 n.2.9 We address infra whether the prior art “expressly” discloses “mirror- mimicking” as construed by the District Court. We, however, disagree with Petitioner that we should not construe this term. Given the controversy over whether Petitioner has argued for a different construction in the District Court, we cannot agree that an explicit construction of “mirror-mimicking” is an unnecessary step toward resolving this controversy. See Vivid Techs., Inc., 200 F.3d at 803. We therefore adopt the District Court’s construction for “mirror-” slip op. at 16

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

      “We do not agree. Petitioner demonstrates persuasively that a person of ordinary skill would have combined these references “to reduce distortion and provide a realistic mirror image.” Pet. 14–17; Haram Decl. ¶¶ 110–117. We are not persuaded by Patent Owner that by specifically disclosing “flipping” the image, Rosenberg is discouraging or teaching away from performing other transformations to achieve its objective of “replicat[ing] the performance of a standard household mirror.” See PO Resp. 32–33 (Patent Owner asserting lack of motivation to combine the references). A reference may be said to “teach away” “when a person of ordinary skill, upon reading the reference, would be discouraged from following the path set out in the reference, or would be led in a direction divergent from the path that was taken by the applicant.” Galderma Lab'ys, L.P. v. Tolmar, Inc., 737 F.3d 731, 738 (Fed. Cir. 2013). “A reference does not teach away, however, if it merely expresses a general preference for an alternative invention but does not criticize, discredit, or otherwise discourage investigation into the invention claimed. Id. Further, when conducting an obviousness analysis, the Board must consider a prior art reference “not only for what it expressly teaches, but also for what it fairly suggests.” Bradium Techs. LLC v. Iancu, 923 F.3d 1032, 1049 (Fed. Cir. 2019) (quoting In re Baird, 16 F.3d 380, 383 (Fed. Cir. 1994)). We are not convinced that the references before us “teach away” from performing the other transformations.” slip op. at 30

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

      “We find that Petitioner has not demonstrated by a preponderance of evidence that step 1(h) is taught or suggested by the references cited by Petitioner or the testimony of Petitioner’s expert, Dr. Karam. We agree, instead, with Patent Owner’s argument that “a [person of ordinary skill] would regard the disclosures in Rosenberg relating to proximity detection to be in connection with turning on or off various display modes and not in connection with varying the rate of one or more steps that are performed to transform a series of captured images of a user.” PO Resp. 33 (citing Ex.1005, ¶¶ 25, 32, 56, 69, 114). This distinction was explored during the final hearing. Petitioner’s counsel confirmed that in Rosenberg’s mirror mode, the rate of performing the processing steps does not vary: [THE BOARD]: It’s true that when the -- when Rosenberg is acting in the mirror mode, it’s always at the same rate, correct? It’s always performing those three processing steps at the same rate? [COUNSEL]: Correct. Hearing Tr. 34:13–16. We conclude that Rosenberg fails to disclose or suggest step 1(h) for the reasons given by Patent Owner and summarized above. We agree with Patent Owner’s analysis that in Rosenberg, when the mirror is off the processing steps are not performed, and when the mirror is on, the steps are performed “at an invariant rate.” PO Sur-reply 18–19.” slip op. at 33

    Patent outcomesUS 8,982,109 not shown unpatentable
    Claim construction§ 103 obviousnesscites Phillips
    Patents in suitUS 8,982,109
  • Whatfix Inc. v. Walkme Ltd.No claims unpatentable
    PTAB · Mar 28, 2025 · IPR2024-00065 · APJ Charles J Boudreau · IPR · Final written decision

    Claims 1–20 were not shown unpatentable under the Symons and Williams, Allen, or Krishnan and Radhakrishnan obviousness grounds.

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

      “Petitioner proposes that a “person of ordinary skill in the art (‘POSITA’) in the field of the ’317 patent would have [had a] bachelor’s degree in engineering or computer science and two years of experience working on NLP [natural language processing] or automation processes” or “[a]lternatively . . . would have [had] five to six years of experience working on NLP or automation processes.” Pet. 6 (citing Ex. 1003 ¶¶ 43–45). We adopted Petitioner’s proposal for purposes of the Decision on Institution, explaining that it appeared to be consistent with the evidence of record, including the asserted prior art and the ’317 patent. Dec. 12. is inconsistent with the asserted Symons prior art and with factors (4)–(6) set forth in Daiichi Sankyo. PO Resp. 20–21 (citing Ex. 2002 ¶¶ 36–45). According to Patent Owner, the technology of the ’317 patent was “evolving rapidly” and the level of sophistication in the technology was “relatively low” in November 2017. Id. at 21–22 (citing Ex. 1004, 1–2; Ex. 1009, 2; Ex. 2002 ¶ 42; Ex. 2003 (transcript of June 26, 2024, deposition of Dr. Beigi), 141:2–9, 191:18–197:5; Ex. 2007; Ex. 2008). Further, Patent Owner contends, “[a]ctive work[ers] in the field, like Symons,[8] had less experience than [Dr. Beigi] proposed.” Id. at 22 (citing Ex. 2002; Ex. 2003, 112:12–24). Accordingly, Patent Owner argues, “[t]he evidence of record demonstrates a more appropriate level of skill would [be] a worker who had some education, formal or informal, in computer science and 1–2 years’ work experience with chatbots using NLP and/or automation processes.” Id. (emphasis omitted) (citing Ex. 1003 ¶ 44; Ex. 2002 ¶ 44; Pet. 5–6). “Under Patent Owner’s more appropriate analysis,” Patent Owner contends, “Dr. Beigi’s interpretation of what a POSITA would understand are overstated,” as “[h]e expects a POSITA to have ‘more experience’ (like himself) and apply a more ‘technically correct’ (in his view) understanding of the prior art than less skilled authors and artisans would have understood.” Id. (citing Ex. 2003, 141:2–9, 191:18–197:5). Nonetheless, Patent Owner argues, “[s]hould the Board continue to apply Petitioner’s” slip op. at 12

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

      “standard as would be used by a district court to construe a claim in a civil action involving the validity or infringement of a patent. 37 C.F.R. § 42.100(b). Under that standard, claim terms are given their ordinary and customary meaning, as would have been understood by a person of ordinary skill in the art at the time of the invention, in light of the language of the claims, the specification, and the prosecution history of record. Id.; Phillips v. AWH Corp., 415 F.3d 1303, 1312–19 (Fed. Cir. 2005) (en banc); Thorner v. Sony Comput. Entm’t Am. LLC, 669 F.3d 1362, 1365–66 (Fed. Cir. 2012). “The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (quoting Vivid Techs., Inc. v. Am. Sci. Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). construction” “[f]or purposes of this Petition.” Pet. 6. Patent Owner similarly represents that “[t]he parties agree that the claim terms used in the ’317 Patent claims have their ‘ordinary and custom[ary] meanings of terms’ as would be understood by a POSITA as of November 5, 2017.” PO Resp. 24. After reviewing the parties’ arguments and evidence, we determine that no express claim construction is necessary. See Realtime Data, 912 F.3d at 1375.” slip op. at 15

    • Expert testimonyPatent owner expert creditedDecided for patent owner

      “Ex. 1042 ¶¶ 35–37). Further, Petitioner asserts, “the Petition relies on Williams, not Symons, for its teachings of a ‘web-based’ target system.” Id. (citing Pet. 40). Petitioner does not, however, address Patent Owner’s main point, i.e., that the Petition relies on Symons’s illustration of its RPA bot purportedly filling in a text input field in the GUI of the Cronos Email Signature Generator for limitation 1[g] but relies on Symons’s illustration of its RPA bot interacting with a widget in Internet Explorer for limitation 1[h], despite the recitation in limitation 1[h] of “interacting with a widget in the GUI.” See, e.g., PO Resp. 38. Dr. Beigi acknowledges that, “[a]ccording to the ’317 patent, a widget is a GUI element,” and he concludes, with reference to Petitioner’s annotated version of the screenshot from page 13 of Exhibit 1006 reproduced above, that “Symon[s]’s GUI button is a widget in a GUI.” Ex. 1003 ¶ 100 (emphasis added) (citing Ex. 1001, 10:19–21). But neither the Petition, nor the Reply, nor Dr. Beigi’s testimony persuasively explains how a dialog box in Internet Explorer teaches or suggests a widget in the Cronos GUI. The Reply’s contention that “the Petition relies on Williams . . . for its teachings of a ‘web-based’ target system” is unavailing, because the issue is not whether either the Cronos program or Internet Explorer is “web-based”12 but whether Petitioner has identified a teaching or suggestion of an implementation of an automation process that fills in a text input field in a GUI of a web-based target system and interacts with a widget in the same GUI. 12 In this regard, we credit Mr. Zatkovich’s statement that Internet Explorer is local to and resident on the user’s computer. Ex. 2002 ¶¶ 161–162; cf. Ex. 2003, 219:24–220:5 (Dr. Beigi testifying that he is “not sure where this Windows software is running”).” slip op. at 39

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

      “Petitioner’s reasoning fails to explain “how the combination of the two references was supposed to work.” See Personal Web Techs., LLC v. Apple, Inc., 848 F.3d 987, 994 (Fed. Cir. 2017). More specifically, Petitioner fails to explain how or why a person of ordinary skill in the art would be motivated to perform Krishnan’s automation process (i.e., fulfilling customer requests) by implementing an “automation process by interacting with a Graphical User Interface (GUI)” and “simulating user input to the GUI,” as purportedly taught by Radhakrishnan. Petitioner’s arguments are focused toward using Radhakrishnan’s RPA bot to perform Krishnan’s customer service requests (i.e., automation process) but fail to explain how Radhakrishnan’s RPA bot’s mirroring of the user’s operations (i.e., the simulation on the displayed user interface) as applied in Krishnan would work or provide sufficient reasoning to do so. See Personal Web, 848 F.3d at 993–994 (“[I]t does not imply a motivation to pick out . . . two references and combine them to arrive at the claimed invention”); In re Kahn, 441 F.3d 977, 986 (Fed. Cir. 2006) (“[M]ere identification in the prior art of each element is insufficient to defeat the patentability of the combined subject matter as a whole”).” slip op. at 60

    Patent outcomesUS 11,558,317 not shown unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 11,558,317
  • Whatfix Inc. v. Walkme Ltd.No claims unpatentable
    PTAB · Mar 18, 2025 · IPR2023-01379 · APJ Charles J Boudreau · IPR · Final written decision

    The Board held claims 1–6, 9–16, and 18–21 not shown unpatentable on the asserted obviousness grounds, because Petitioner failed to prove unpatentability by a preponderance of the evidence.

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

      “B. Level of Ordinary Skill in the Art Determining whether an invention would have been obvious under” slip op. at 13

    • BurdenFwd all claims patentableNot shown unpatentable

      “the claims challenged in the inter partes review are unpatentable. For the reasons discussed below, we conclude that Petitioner has not established by a preponderance of the evidence that any of the challenged claims are unpatentable.” slip op. at 2

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

      “each of its elements was, independently, known in the prior art.” KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 418 (2007). An obviousness determination based on a combination of references requires finding “both ‘that a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.’” Intelligent Bio-Sys., Inc. v. Illumina Cambridge Ltd., 821 F.3d 1359, 1367–68 (Fed. Cir. 2016) (citation omitted); see KSR, 550 U.S. at 418. Further, an assertion of obviousness “cannot be sustained by mere conclusory statements; instead, there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness.” KSR, 550 U.S. at 418; In re NuVasive, Inc., 842 F.3d 1376, 1383 (Fed. Cir. 2016) (a finding of a motivation to combine “must be supported by a ‘reasoned explanation’” (citation omitted)).” slip op. at 12

    Patent outcomesUS 11,258,732 not shown unpatentable
    § 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 11,258,732
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