PTAB
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  • PTAB · Apr 11, 2025 · IPR2024-00380 · APJ Sheldon M Mcgee · IPR · Final written decision

    Claims 1–5, 7, and 9–14 are unpatentable as obvious over Cohen and Legein or Francesch and Legein; Petitioner’s motion to strike is denied as moot.

    RulingsFinal written decision
    • Skill levelSkill level board ownDecided for petitioner

      “The parties agree that a person of ordinary skill in the art in the field of the ’087 patent in June 20154 “would have had at least a bachelor’s degree in a field such as chemistry, physics, or chemical engineering, as well as at least two years of experience with plasma-polymerization techniques.” Pet. 20 (citing Ex. 1002 ¶¶ 22–29); PO Resp. 13 (Patent Owner stating that it “does not dispute this characterization of the level of ordinary skill in the art.”); see also PO Sur-reply 1–2 (noting both parties’ agreement on the education and experience level of the ordinarily skilled artisan).” slip op. at 7

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

      “On the fully developed trial record, we determine that no claims need an express construction. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co. Ltd., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (holding that only claim terms in controversy need to 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 9

    • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

      “Because of Patent Owner’s shifting definitions of the education and experience level of the ordinarily skilled artisan, it is unclear on the complete record what precise definition Patent Owner and Dr. Senkevitch are applying when arguing the skilled artisan’s capabilities. PO Resp. 13, 22–27, 31–32, 34–40; PO Sur-reply 1–6, 11–13; Ex. 2007 ¶¶ 30, 31, 33, 34, 37, 40, 52–55, 60, 68, 74, 76, 77, 80–86, 89, 91, 94, 95, 100, 102–105, 108, 110, 111, 113–116, 118–120, 122, 124, 127–134. We, therefore, give Dr. Senkevitch’s testimony regarding the capabilities of a person of ordinary skill in the art minimal weight, which leaves us with Patent Owner’s insufficiently supported arguments regarding the skilled artisan’s capabilities. PO Resp. 13, 22–27, 31–32, 34–40; PO Sur-reply 1–6, 11–13. Moreover, as Petitioner correctly points out, the ʼ087 patent expressly teaches that the precise conditions for forming a protective polymeric coating “will vary depending upon factors such as, without limitation, the nature of the monomer compound, the crosslinking agent, the substrate, as well as the desired properties of the coating” and that such “conditions can be determined using routine methods.” Ex. 1001 15:1–15:5 (emphasis added); Pet. Reply 17. Where the patent itself leaves to the judgment of an ordinarily skilled artisan the assessment of these factors to ascertain suitable conditions for forming the protective coating, we find persuasive Petitioner’s view that it would have been well within the level of ordinary skill to ascertain such suitable conditions.” slip op. at 20

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

      “We disagree with Patent Owner. Although the claims of the ʼ087 patent recite obtaining the protective cross-linked polymeric coating “by exposing the device or component to a plasma,” the field of endeavor analysis in an analogous art inquiry does not exclusively turn on the claims at issue, but rather takes account of the entirety of a patent’s disclosure. See In re Bigio, 381 F.3d 1320, 1326 (Fed. Cir. 2004) (explaining that “the PTO must show adequate support for its findings on the scope of the field of endeavor in the application’s written description and claims” (emphasis added)); In re Mettke, 570 F.3d 1356, 1359 (Fed. Cir. 2009) (rejecting an argument that the field of endeavor was limited to a claimed “Internet terminal” when “the specification describes various communication media, including facsimile machines and email, as related to the invention.”). This is significant here because the ʼ087 patent discloses that “[t]he … invention relates to protective coatings” and specifically “relates to protective coatings for electronic or electrical devices and components thereof, and methods of forming such coatings.” Ex. 1001, 1:14–17. Based on this disclosure, we find that the ʼ087 patent’s field of endeavor relates to “protective coatings for electronic or electrical devices and components thereof” broadly, not just those formed on such devices or components via a plasma polymerization process as asserted by Patent Owner. Id. Although Cohen does not explicitly disclose that its crosslinked polymers constitute a “protective coating,” Cohen does disclose that its “copolymerizable mixture can be cast into films” (Ex. 1004, 2:61–62), that the polymerization can “effected in situ,” and that the polymers may be used in “numerous” electrical applications (id. at 5:17–25). Tr. 8:9–10:2, 27:2– 21; see Pet. Reply 5 (explaining how “Cohen described insulating polymers that could be applied as films and be used to protect substrates including cables and electrical coils.” (citing Ex. 1004, 2:60–63, 5:13–25)). These disclosures suggest strongly that Cohen’s crosslinked polymers––if cast into a film or formed in situ on an electrical device or component––would serve as a protective coating on that electrical device or component, even though Cohen does not expressly refer to its crosslinked polymers ipsis verbis as a “protective coating.” Thus, we find that Cohen is within the field of endeavor of the ʼ087 patent.” slip op. at 15

    Patent outcomesUS 11,041,087 unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,041,087
  • PTAB · Jan 22, 2025 · IPR2024-01090 · APJ Nathan A Engels · IPR · Institution

    The Board instituted IPR on claims 1–3, 21, 29–31, 42–44, 54, and 62–65 based on the §103 combination of Blumenberg, Bhumkar, and Griffin.

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

      “In an inter partes review, the petitioner must show with particularity why each challenged claim is unpatentable. Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016); 37 C.F.R. § 42.104(b). The burden of persuasion never shifts to Patent Owner. Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015). Patent Owner may bear a burden of production, however, to show that the Challenged Claims are entitled to the benefit of an earlier filing date. Id. at 1379–80.” slip op. at 4

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

      “On this record, we preliminarily agree with Petitioner that the claim limitations amount to a combination of known elements that a POSITA could have combined to achieve predictable results. See Intel, 21 F.4th at 799–800 (determining that a showing of the obviousness in predictable use of prior art elements according to their established functions requires only a showing that the combination be a suitable option). Among other reasons, the preliminary record supports Petitioner’s arguments that combining the teachings of Blumenberg, Bhumkar, and Griffin amounts to applying known solutions in the field of computer interfaces with predictable outcomes. See Pet. 12–18. As noted above, we encourage the parties to address the scope and meaning of the “when” limitations as a matter of claim interpretation, but we do not currently understand the plain language of Limitation [1.o] to require that the “portion of the second web page” or “menu” is displayed only after expiration of the “second user-configurable predefined duration,” termed by Patent Owner the “Alternative Modification.” Again, we encourage the parties to fully address this issue as a matter of claim construction. We additionally note that, even if we were to interpret the claims to require that the recited functions of Limitation [1.o] occur only the “prerequisite elements” are satisfied, we are still preliminarily persuaded by Petitioner’s arguments that combined teachings of the prior art satisfy the claim elements as a mere combination of known elements combined according to their known functions with predictable results.” slip op. at 27

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

      “scenarios. Pet. 1 (characterizing three claimed scenarios as (i) an “inadvertent” contact, (ii) a “tap” contact, and (iii) a “hold” contact), 4 (“Independent Claims 1 and 42 outline three scenarios regarding a user’s contact with a touch screen device”); Prelim. Resp. 3 (“With respect to claim 1, these three scenarios include: . . . .”); see Ex. 2001 ¶¶ 28 (“As recited in claim 1, the three different claimed functionalities are executed ‘when’ the prerequisite elements are met (described as three scenarios by Dr. Cockburn.”) (citing Ex. 1001, 102:50–103:55; Ex. 1003 ¶¶ 33–35), 29–32 (describing the first, second, and third scenarios). In substance, the parties’ dispute appears to concern whether the plain language of the claims requires that a recited function must be performed only after or in response to expiration of a threshold (and other prerequisites), as opposed to requiring a function that begins before and continues after expiration of a threshold. Notably, dependent claim 3 recites: “The electronic device of claim 1, wherein the electronic device is configured such that the first feedback that is perceptible by touch is output prior to the display of the menu.” Ex. 1001, 104:1–4 (emphasis added). Given that independent claim 1 is necessarily broad enough to include claim 3, it seems on this record that the functions recited in Limitation [1.o] necessarily can happen at different times, as opposed to, for example, only responses that are triggered by the so-called “prerequisite elements.” We encourage the parties to address this issue as a matter of claim interpretation in future briefing. Based on the current record, however, we determine that it is not necessary to provide an express interpretation of any claim terms at this stage of the proceeding. See Realtime Data, LLC v. Iancu, 912 F.3d 1368 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 11

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 10,725,581
  • PTAB · Oct 16, 2024 · IPR2023-00698 · APJ Thomas L Giannetti · IPR · Final written decision

    Claims 7–11, 13, and 19–21 were not shown unpatentable because Rauhala does not disclose simultaneous desired and interferer signal-strength determinations, defeating anticipation and the obviousness combination.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “The two proposals are materially similar in the education requirement, but differ marginally in professional experience required (three versus five years). See supra. While we were persuaded, on the preliminary record, that both Petitioner’s and Patent Owner’s proposals were consistent with the problems and solutions in the ’202 patent and the prior art of record, on balance, we determined that Petitioner’s proposal was a better reflection of the level of skill in the prior art, and we therefore adopted it for our Institution Decision. See Institution Dec. 12–13. For this Decision, we adopt the description of the person of ordinary skill articulated by Petitioner and used previously in our Institution Decision. In light of our review of the complete record, we find that this formulation is consistent with the ’202 patent, the prior art of record, and is supported by the testimony of Dr. Baker. See Baker I Decl. ¶¶ 28–32. Our Decision would not change, however, if we had applied Patent Owner’s proposed level of ordinary skill.” slip op. at 12

    • Expert testimonyPetitioner expert discountedDecided for patent owner

      “85:13–16. He admits that “Rauhala doesn’t teach the details of what’s in the detector.” Id. at 91:6–7. He points to no textbook or other independent evidence that would have led a person of ordinary skill to design such a detector. Our Trial Practice Guide cautions against crediting such unsupported testimony: The Board has broad discretion to assign weight to be accorded expert testimony. Yorkey v. Diab, 601 F.3d 1279, 1284 (Fed. Cir. 2010). However, the testimony must be based on sufficient facts and data. Fed. R. Evid. 702(b). “Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.” 37 C.F.R. § 42.65(a). Patent Trial and Appeal Board Consolidated Trial Practice Guide 35 (Nov. 2019).7 We therefore give Dr, Baker’s unsupported testimony on this issue little weight.” slip op. at 24

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

      “We construe claim terms only as relevant to the parties’ contentions and only to the extent necessary to resolve the issues in dispute. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999); Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co. Matal, 868 F.3d 1013, 1017 (Fed. Cir. 2017). Having considered the positions of the parties, we find that for the purpose of this decision, we do not need to construe these terms to resolve a dispute.” slip op. at 9

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

      “requirement.” Pet. Reply 5. We do not agree with Petitioner. We find that the language of the claims supports Patent Owner’s argument that the desired signal and the interferer signal are received together. As discussed infra, claim limitations 7.7 and 7.8 recite determining a signal strength of the interferer signal and determining a signal strength of the desired signal. These determinations must be performed at the same time; otherwise, the determinations of signal strengths would not be of the same wireless signal. See Larson II Decl. ¶ 70; Baker II Decl. ¶¶ 48–49 (explaining that consideration of signal strengths detected at the same time would be “essential”). The specification of the ’202 patent further supports this finding: “When a receiver is actively receiving a desired signal, each block in the signal path has at its input the desired signal as well as noise and possibly interfering signals.” Ex. 1001, 5:22–24; see also Figs. 2A, 2B (showing interferer signals and desired signals together).” slip op. at 17

    Patent outcomesUS 10,524,202 not shown unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites Graham
    Patents in suitUS 10,524,202
  • Intuit Inc. v. Samesurf, Inc.All claims unpatentable
    PTAB · Jun 25, 2024 · IPR2023-00339 · APJ Barbara A Benoit · IPR · Final written decision

    Claims 1–18 are unpatentable as obvious over Lebrun and Wang; the Board did not reach the separate Prajapat and Wang challenge.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “of the parties, we found that a person of ordinary skill in the art (“POSITA”) “would have had (1) at least a bachelor’s degree in computer science, computer engineering, or electrical engineering, or a similar field, and (2) at least two years of work experience in software development and/or web-based software,” which reflected Petitioner’s proposal. Dec. 11–12; see Dec. 9–12 (discussing the respective proposals and level of ordinary skill reflected in the challenged patent and asserted prior art). Patent Owner accepts this level of ordinary skill in the art. PO Resp. 42. Accordingly, we apply this determination of the level of ordinary skill in the art for purposes of this Decision.” slip op. at 12

    • Claim Construction › Intrinsic evidence (Phillips canons) › Lexicography (patentee as own lexicographer)Term construed petitioner constructionDecided for petitioner

      “information related to a shared web browsing interaction” is interchangeable with “web browsing interaction data” and, as a result, this portion of the specification should limit the claim term. PO Resp. 18–19 (quoting Ex. 2004 ¶ 40). The quoted portion of Mr. Friedman’s testimony, however, addresses other terms in the specification and not “information related to a shared web browsing interaction.” PO Resp. 18–19 (quoting Ex. 2004 ¶ 40). As such, the testimony cited by Patent Owner does not support Patent Owner’s position. Accordingly, we determine that the patentee has not acted as a lexicographer to set forth a definition of “web browsing interaction data” in the written description. c. Plain and Ordinary Meaning Because the patentee has not acted as a lexicographer to set forth a definition of “web browsing interaction data,” we look to the plain and ordinary meaning of the term. See Edwards Lifesciences LLC v. Cook Inc., from the ordinary meaning will be adopted “when the patentee acted as his own lexicographer and clearly set forth a definition of the disputed claim term in either the specification or prosecution history” (internal quotation marks omitted)); Pet. Reply 5 (Petitioner arguing that “web browsing interaction data” should be afforded its plain and ordinary meaning) (citing Ex. 1034 ¶ 13). Notably, both Dr. Lieberman and Mr. Friedman agree that the plain and ordinary meaning of “web browsing interaction data” is sufficient to inform how one of ordinary skill would have understood the term. Ex. 1034 ¶ 13 (Dr. Lieberman testifying: “The plain meaning of ‘web browsing interaction data’ is data related to web browsing interactions. No additional definition or limitation is required in my opinion, nor is there any special or specific meaning given to the term in the specification of the ’145 patent.”); Ex. 1033, 171:5–16 (Patent Owner’s expert, Mr. Friedman, testifying that “the plain and ordinary meaning is sufficient.”). According to Petitioner, the plain and ordinary meaning is “data related to web browsing interactions.” Pet. Reply 5 (citing Ex. 1034 ¶ 13); Ex. 1034 ¶ 13 (“The plain meaning of ‘web browsing interaction data’ is data related to web browsing interactions.”). Patent Owner’s expert declined to opine on what the plain and ordinary meaning of “web browsing interaction data” other than it excludes webpages and partially filled webpages related to a web browsing interaction. See Ex. 1033, 171:5–16. slip op. at 27

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

      “Accordingly, we conclude that the plain language of the claims does not require “web browsing interaction data” to be limited to data describing interaction performed on a website by a host device. We turn to the specification because the meaning of “web browsing interaction data” is informed “not only in the context of the particular claim in which the disputed term appears, but in the context of the entire patent, including the specification.” Phillips, 415 F.3d at 1313. The written description does not provide a definition or clear meaning for “web browsing interaction data.” Patent Owner acknowledges the term is not expressly used in the written description. PO Resp. 17. Patent Owner, however, identifies “information related to a shared web browsing interaction” as a term that is interchangeable with “web browsing interaction data.” PO Resp. 18, 29. We recognize the specification term “information related to a shared web browsing interaction” is substantially similar10 to Petitioner’s proposed plain and ordinary meaning of “web browsing interaction data” as “data related to web browsing interactions.” 11 Patent Owner identifies three passages that each describe the present invention as receiving information related to a shared web browsing interaction performed by a host device and performing the shared web browsing interaction based on the received information. PO Resp. 17–18 (block quoting Ex. 1001, Abstract, 3:10–24). The identified passages, however, do not show intention to manifestly limit “web browsing interaction data” to data describing interactions” slip op. at 25

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

      “forth by Petitioner (Pet. 22–34) discloses or suggests all limitations recited by claim 1, we consider Petitioner’s conclusion that it would have been obvious to combine Lebrun and Wang in the manner proposed to arrive at the claimed invention. See Pet. 19–22. (i) Articulated Reasoning To demonstrate obviousness, “there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness.” KSR, 550 U.S. at 418. Petitioner contends that one of ordinary skill would have been motivated to combine Wang’s activating a session invitation with Lebrun’s invitation to join a group-surfing session. Pet. 28. Specifically, Petitioner contends that “activating an invitation via a designated URL address would further enable” Lebrun’s group-surfing server “to coordinate and manage the group-surfing session, which would further Lebrun’s objective of providing an ‘improved technique for group access to web sites.’” Pet. 28 (citing Ex. 1005, 7:1). We agree with Petitioner that activating an invitation via a designated URL address would be a technique that helps coordinate a group-surfing session and would enable multiple related users being able to access “substantially the same” slip op. at 63

    Patent outcomesUS 9,185,145 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 9,185,145
  • PTAB · May 13, 2024 · IPR2023-00071 · APJ Julia Heaney · IPR · Final written decision

    Claims 3–5, 8, 11, 20–22, 27–29, 31, and 33 are unpatentable as obvious over the stated combinations of prior art and skilled-artisan knowledge.

    RulingsFinal written decision
    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed petitioner constructionDecided for petitioner

      “On the fully developed record, we find that Petitioner’s construction, “a layer that adheres,” is more strongly supported by the evidence than Patent Owner’s construction, “a pre-formed layer that is adhered.” Our analysis begins with the claim language. The term “adhesion layer” appears in each of the ’806 patent’s independent claims, which include both method and device claims. See, e.g., Ex. 1001, 13:44–63 (claim 1 directed to a “semiconductor device”); id. at 17:58–18:17 (claim 30 directed to a “method of manufacturing a semiconductor device”). Claim 1 recites “a first semiconductor chip having a first adhesion layer adhered to its back surface” and “a second semiconductor chip having a second adhesion layer adhered to its back surface.” Id. at 13:49–51, 13:54–56 (emphasis added). Claim 30 recites the steps of “forming a first insulating adhesion layer on a back surface of a first wafer” and “forming a second insulating adhesion layer on a back surface of a second wafer.” Id. at 17:60–62, 18:3–5 (emphases added). In the absence of contrary evidence, we must assume that the term “adhesion layer” has the same meaning in all claims of the ’806 patent. In re Varma, 816 F.3d 1352, 1363 (Fed. Cir. 2016) (“the principle that the same phrase in different claims of the same patent should have the same meaning is a strong one, overcome only if ‘it is clear’ that the same phrase has different meanings in different claims,” quoting Fin Control Sys. Pty, Ltd. v. OAM, Inc., 265 F.3d 1311, 1318 (Fed. Cir. 2001)). The language of claim 30 and similarly worded claims of the ’806 patent suggests strongly that an “adhesion layer” may be formed in situ on the back surface of a wafer and need not be pre-formed, as argued by Patent Owner. The testimony of Patent Owner’s expert, Mr. Elenius, supports this interpretation. See Ex. 2014 ¶¶ 43, 50 (testifying that a person of ordinary skill in the art “would recognize that there are multiple methods of forming an ‘adhesion layer’ on the back surface of the semiconductor chip” and that “[p]astes and other adhesives, adhesive agents, adhesive layers or other material that are dispensed onto a substrate or chip back are formed into a layer over time as they harden through curing” (emphasis added)). Thus, the language of claims 30 and 31 does not support Patent Owner’s construction that the “adhesion layer” must be a pre-formed layer that is adhered. Cf. PO Resp. 22–25 (arguing for that construction).” slip op. at 17

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Citing testimony from Dr. Suhling, Petitioner asserts that a person of ordinary skill in the art at the priority date of the ’806 patent would have had i) a bachelor-level degree in electrical engineering, mechanical engineering, material science, or a related subject and five or more years of experience working in the field of semiconductor packaging; ii) a Master’s-level degree in mechanical engineering, electrical engineering, material science, or a related field, and at least 1-3 years of experience in the design/development of semiconductor packages; or iii) a Ph.D.- level degree in mechanical engineering, material science, electrical engineering, or a related field, and at least some experience in the area of semiconductor packaging. Pet. 17–18 (citing Ex. 1002 ¶¶ 28–32). Petitioner further states that “[a]dditional education may substitute for professional experience, and significant work experience may substitute for formal education.” Pet. 18. Patent Owner’s declarant, Mr. Elenius, states that a person of ordinary skill in the art would have had “a bachelor’s degree in electrical, mechanical or materials engineering and two to three years of experience in the design or development of semiconductor manufacturing, or the equivalent.” Ex. 2014 ¶ 32. Mr. Elenius further states that “[a]dditional graduate education could substitute for professional experience, or significant experience in the field could substitute for formal education.” Id. For purposes of this Decision, we find no meaningful differences” slip op. at 14

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

      “3. Reasons to Combine Petitioner contends that it would have been obvious for a person of ordinary skill in the art to combine Ball’s teachings of stacking chips with Mostafazadeh’s process for applying adhesive to create individual chips with adhesive backsides. Pet. 28–29. Petitioner contends that a person of ordinary skill would have been motivated to combine the teachings of Ball and Mostafazadeh for several reasons, including to provide a more efficient manufacturing process for multichip modules and to simplify the stacking process. Pet. 28–31. Patent Owner argues that a person of ordinary skill would not have been motivated to combine Mostafazadeh with Ball because there would have been no reasonable expectation of success and the combination would not have resulted in a functioning semiconductor device. PO Resp. 39. Patent Owner asserts that Petitioner’s combination of Ball and Mostafazadeh would fail for multiple reasons and that Mostafazadeh does not describe multi-chip stacked mounting. Id. at 39–52. Having considered the evidence and arguments, we determine that the preponderance of the evidence favors Petitioner. Petitioner demonstrates persuasively that a person of ordinary skill in the art would have had reasons to combine Ball’s stacked multichip module with Mostafazadeh’s process for applying adhesive at the wafer stage and then dicing to create individual chips with adhesive backsides. Pet. 28–31. In particular, Petitioner shows that a person of ordinary skill in the art would have considered Mostafazadeh’s teaching of applying the adhesive to a wafer surface and then subsequently dicing the wafer in order to provide a more efficient manufacturing process for multichip modules and to simplify Ball’s process of stacking chips. Id.; see KSR, 550 U.S. at 417 (stating that the “mere application of a known technique to a piece of prior art ready for the improvement” suggests obviousness). The teachings of both Ball and Mostafazadeh support Petitioner’s combination. Ball teaches a stacked multichip module using flip-chip and wire bond interconnections, where a lower chip is flip-chip connected to a substrate using metal bumps, and an upper chip is wire bond connected to the substrate. Ex. 1005, Abstract, 3:42–64, 4:58–59, 5:3–12, 5:18–20, 5:23– 27, Fig. 1. Ball teaches that the upper chip is attached to the lower chip in a back-to-back arrangement with a layer of adhesive applied over a back side of the lower chip. Id. Mostafazadeh teaches a method for applying integrated circuit dies to support surfaces. Ex. 1003, Abstract. In Mostafazadeh’s method, an adhesive coating is formed on a surface of a semiconductor wafer, the adhesive coating is dried, and the semiconductor wafer is diced to form integrated circuit dies, each having an adhesive layer on its mounting surface, i.e., its back surface. Id. at 3:5–11, 5:20–25, 7:9–11, 7:29–8:2, Fig. 2 (steps 104–110). A selected die is then attached to an associated support surface by placing the adhesive layer of the selected die in contact with the associated support surface. Id. at 3:11–13, 8:10–12, Fig. 2 (steps 112–118).” slip op. at 33

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

      “After considering the parties’ arguments and evidence, we determine that Petitioner meets its burden of proof for claim element [3d]. Our finding is supported by Figure 1 of Ball, which depicts a second chip mounted to a first chip in a back-to-back arrangement. Ex. 1002 ¶ 158; Ex. 1005, Fig. 1. More particularly, Ball’s Figure 1 shows that back side 32 of upper die 12 (the claimed “second semiconductor chip”) is mounted to back side 30 of lower die 14 (the claimed “first semiconductor chip”) by adhesion layer 28. Ex. 1005, 5:18–20. Relying on Dr. Suhling’s testimony, Petitioner shows persuasively that “a circuit is formed on the front surface 34 of upper die 12 . . . , as evidenced by bonding pads 36 and wires 38 connecting the upper die’s circuitry to the wiring layer on substrate 16.” Pet. 41; Ex. 1002 ¶ 159. We credit Dr. Suhling’s unrebutted testimony that, “[b]ecause the circuitry is on the front side of upper die 12, a [person of ordinary skill in the art] would know that the back surface adhesive layer is ‘where a circuit is not formed.’” Ex. 1002 ¶ 159. Patent Owner argues that, to meet claim elements [3b] and [3d], “a reference must show that an adhesion layer extends to cover the entire back surface of the second semiconductor chip where a circuit is not formed.” PO Resp. 30. We find no support in the claim language or other intrinsic evidence for Patent Owner’s argument. In our view, the phrase “back surface where a circuit is not formed” identifies the back side of the chip as opposed to the front side, where a circuit is formed. Ex. 1001, 14:26–27 (claim element [3d]). Our interpretation is supported by the claim language as a whole. Claim element [3b], for example, recites “a first semiconductor chip having a circuit forming on its front surface and an adhesion layer adhered to its back surface.” Id. at 14:17–19 (emphasis added). In this” slip op. at 47

    Patent outcomesUS RE38,806 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR
  • PTAB · May 13, 2024 · IPR2023-00072 · APJ Julia Heaney · IPR · Final written decision

    Claims 1, 2, 6, 7, 9, 10, 12–19, 23–26, 30, and 32 are unpatentable as obvious over the asserted combinations of prior art.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Although the proposals for the level of skill in the art by the parties’ declarants have differences in wording, we find no meaningful differences between the parties’ respective definitions that would materially alter the outcome of this Decision. Nevertheless, based on our review of the ’806 patent, the types of problems and solutions described in the ’806 patent, and cited prior art, we adopt and apply Petitioner’s definition of the level of ordinary skill in the art.” slip op. at 14

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

      “On the fully developed record, we find that Petitioner’s construction, “a layer that adheres,” is more strongly supported by the evidence than Patent Owner’s construction, “a pre-formed layer that is adhered.”” slip op. at 16

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

      “Petitioner shows persuasively that a person of ordinary skill in the art would have had a reasonable expectation of success in combining Mostafazadeh with Ball and Fogal. Pet. 32–33. The evidence discussed above concerning reasons to combine supports a reasonable expectation of success. We are also persuaded by Dr. Suhling’s testimony that the “combination of Ball, Fogal, and Mostafazadeh would require no modification of the multichip modules in Ball and Fogal: rather Mostafazadeh merely explains in more detail methods known in the art for creating chips with adhesive surfaces.” Ex. 1002 ¶ 239; see also id. ¶¶ 62– 69 (describing prior art methods for applying adhesive to the backside of a wafer). For the foregoing reasons, we find that Petitioner has demonstrated that a person of ordinary skill in the art would have had a reasonable expectation of successfully combining Ball, Fogal, and Mostafazadeh.” slip op. at 46

    • ExcludeOther

      “We do not discuss or cite any of these exhibits in this Decision, or rely on any of them in reaching our determination that all of the challenged claims are unpatentable. Because their presence in the record would not affect our analysis in this Decision, we dismiss as moot Petitioner’s motion with respect to these exhibits.” slip op. at 72

    Patent outcomesUS RE38,806 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR
  • PTAB · May 13, 2024 · IPR2023-00073 · APJ Sheldon M Mcgee · IPR · Final written decision

    Claims 1–15 are unpatentable under §103: the Board found the asserted combinations taught the limitations, with motivation to combine and a reasonable expectation of success.

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

      “The claim language, “forming” an “adhesion layer on a back surface,” suggests strongly that an “adhesion layer” may be formed in situ on the back surface of a wafer. The testimony of Patent Owner’s expert, Mr. Elenius, supports this interpretation. See Ex. 2014 ¶¶ 43, 50 (testifying that a person of ordinary skill in the art “would recognize that there are multiple methods of forming an ‘adhesion layer’ on the back surface of the semiconductor chip” and that “[p]astes and other adhesives, adhesive agents, adhesive layers or other material that are dispensed onto a substrate or chip back are formed into a layer over time as they harden through curing” (emphasis added)). Thus, the language of the claims of the ʼ879 patent does not support Patent Owner’s construction that the “adhesion layer” must be a preformed layer that is adhered. Cf. PO Resp. 21–23 (arguing for that construction).” slip op. at 16

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “For purposes of this Decision, we find no meaningful differences between the parties’ respective definitions that would materially alter the outcome of this Decision. Nevertheless, based on our review of the ’879 patent, the types of problems and solutions described in the ’879 patent, and cited prior art, we adopt and apply Petitioner’s definition of the level of ordinary skill in the art.” slip op. at 13

    • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

      “Mostafazadeh, could overflow.” PO Resp. 41, 42 (citing Ex. 2014 ¶ 121). According to Patent Owner, the downward pressure during mounting “could cause adhesive to squeeze out.” Id. at 41. We find that Patent Owner’s argument and the corresponding testimony of Mr. Elenius are speculative and do not outweigh Petitioner’s evidence of obviousness. The overflow issue was recognized and addressed by Mostafazadeh. Contrary to Patent Owner’s argument, Mostafazadeh provides explicitly that its adhesive layer “covers an entire mounting surface 190 of the selected integrated circuit dies 182 and does not extend beyond a boundary of the mounting surface 190.” Ex. 1003, 10:6–9 (emphasis added). Additionally, Mostafazadeh teaches that when “the adhesive layer is rolled on, it is exactly the same size as the mounting surface and is quite even. Thus, when the die is attached to its supporting surface the adhesive does not extend beyond the mounting surface of the die.” Id. at 9:15–18. Further, Mostafazadeh teaches that its process avoids the adhesive jutting around the edges of the die. Id. at 2:26–28. These teachings support that a person of ordinary skill in the art would have had a reasonable expectation of successfully applying Mostafazadeh’s die attachment method to Ball’s multichip device while avoiding adhesive overflow. Next, Patent Owner argues that Petitioner’s combination would fail” slip op. at 40

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

      “preponderance of the evidence favors Petitioner. Petitioner demonstrates persuasively that a person of ordinary skill in the art would have had reasons to combine Ball’s stacked multichip module using flip-chip and wire bond connections with Mostafazadeh’s process for applying adhesive to create individual chips with adhesive backsides. Pet. 25–28. In particular, Petitioner shows that a person of ordinary skill in the art would have considered Mostafazadeh’s teaching of applying the adhesive to a wafer surface and then subsequently dicing the wafer in order to provide a more efficient manufacturing process for multichip modules and to simplify Ball’s process of stacking chips. Id.; see KSR, 550 U.S. at 417 (stating that the “mere application of a known technique to a piece of prior art ready for the improvement” suggests obviousness). The teachings of both Ball and Mostafazadeh support Petitioner’s” slip op. at 33

    Patent outcomesUS 6,352,879 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR
    Patents in suitUS 6,352,879
  • PTAB · Mar 5, 2024 · IPR2023-00830 · APJ Sharon Fenick · IPR · Final written decision

    Claims 1–19 are unpatentable: claims 1–5, 8–11, 13–16, 18, and 19 are anticipated by Wu; claims 6, 7, 12, and 17 are obvious over Wu and Sabat-552.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “an educational background in electrical engineering and experience in the design of wireless communication systems,” and “[m]ore particularly, a POSA would be a person with a bachelor’s degree in electrical engineering (or a similar technical degree or equivalent work experience) and at least 3 years of experience working with wireless communication systems.” PO Resp. 13. We found in the Decision on Institution that Patent Owner’s definition was generally consistent with Petitioner’s definition, with the exception of requiring 3 years or more (as opposed to 2 to 3 years) of work experience in wireless communication systems and, for the purpose of institution, we adopted Petitioner’s provided definition for the level of skill of a person of ordinary skill in the art as reasonable and consistent with the prior art. Dec. on Inst. 20–21. The record does not contain further argument or evidence regarding the level of skill of one of ordinary skill in the art, and we again adopt Petitioner’s definition, which does not encompass an open-ended (“at least 3 years”) amount of experience and which is supported by the testimony of Dr. open-ended terminology from Patent Owner’s definition and adopt that definition.” slip op. at 15

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

      “b) Our Conclusion We conclude that the proper construction of “digital representation of a . . . set of radio resources” encompasses user payload data packaged in or combined with RF carrier channels. We further conclude that “digital representation of a . . . set of radio resources” is not limited to and does not necessarily include configuration information that is required to or used to reconfigure remote radio units.” slip op. at 18

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

      “packetize” or “packetizing” as recited in claims 2, 9, and 14. PO Resp. 19– 20; Pet. Reply 5–6. Patent Owner argues that we should construe “packetize” to mean “create data packets that include destination information.” PO Resp. 19–20. Patent Owner argues that this is consistent with how the Board previously interpreted this claim term in the 00571 IPR. PO Resp. 19 (citing Ex. 1017). We do not need to construe “packetizing” because collateral estoppel prevents Patent Owner from arguing that Wu does not disclose “packetizing” as explained below. We also do not need to construe any other terms to resolve the disputes before us. Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms ... that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng'g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). slip op. at 22

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

      “When deciding whether issue preclusion applies, we consider whether: (1) a prior action presents an identical issue; (2) the prior action actually litigated and adjudged that issue; (3) the judgment in that prior action necessarily required determination of the identical issue; and (4) the prior action featured full representation of the estopped party. VirnetX Inc. v Apple, Inc., 909 F.3d 1375, 1377 (Fed. Cir. 2018) (citing Stephen Slesinger, Inc. v. Disney Enterprises, Inc., 702 F.3d 640, 644 (Fed. Cir. 2012)). To the extent Petitioner asks us to consider the 01473 IPR institution decision for issue preclusion, we do not. In that decision the Board reached a finding based on the institution standard (showing of a “reasonable likelihood that the petitioner will prevail,” 35 U.S.C. § 314(a)) rather than proof by a preponderance of the evidence, which is before us now (35 U.S.C. § 316(e)). Ex. 1016. Thus, issues before us here were not presented and adjudged in that institution decision. Regarding the 01473 IPR adverse judgment decision, that decision did not require determination of any issues before us, as that decision was based on Patent Owner canceling the challenged claims rather than any determination regarding unpatentability that had been shown by a preponderance of the evidence. Ex. 1014. 2. Collateral Estoppel With Respect to the 00571 IPR We find and determine that the final written decision in the 00571 IPR, and the Federal Circuit’s CommScope decision affirming that decision, satisfies the conditions for applying collateral estoppel because the 00571 discloses materially the same claim limitations7 challenged here, and Patent Owner had full representation throughout the proceedings. Setting aside the factors of issue preclusion for a moment, our reviewing court’s affirmance of our final written decision in CommScope is persuasive authority that supports our prior construction of “packetizing” and Petitioner’s showing that Wu teaches the disputed packetizing limitations under that construction. In addition, issue preclusion prevents Patent Owner from re-litigating the issue of whether Wu teaches materially the same disputed limitation. See Pet. Reply 24; Ex. 1017, 31–34 (final written decision determining obviousness of claims 9, 10, 14, and 16 of the ’473 patent over Wu and Sabat-426); Ex. 1072, 5 (summarizing the final written decision regarding the packetizing limitations), 10–16 (finding no error in the determinations regarding the packetizing limitations).” slip op. at 12

    Patent outcomesUS 10,334,499 unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,334,499
  • PTAB · Mar 5, 2024 · IPR2022-01293 · APJ Sharon Fenick · IPR · Final written decision

    Claims 1–19 are unpatentable: claims 1–5, 8–11, 13–16, 18, and 19 as anticipated by and obvious over Wu; claims 6, 7, 12, and 17 as obvious over Wu and Sabat-552.

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

      “whether: (1) a prior action presents an identical issue; (2) the prior action actually litigated and adjudged that issue; (3) the judgment in that prior action necessarily required determination of the identical issue; and (4) the prior action featured full representation of the estopped party. VirnetX Inc. v Apple, Inc., 909 F.3d 1375, 1377 (Fed. Cir. 2018) (citing Stephen Slesinger, Inc. v. Disney Enterprises, Inc., 702 F.3d 640, 644 (Fed. Cir. 2012)).” slip op. at 12

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “would have a bachelor’s degree in electrical engineering (or equivalent field) with 2–3 years of work experience in wireless communications.” Pet. 21 (citing Ex. 1003 ¶¶ 20–22). Patent Owner argues that one of ordinary skill in the art “would have an educational background in electrical engineering and experience in the design of wireless communication systems,” and “[m]ore particularly, a POSA would be a person with a bachelor’s degree in electrical engineering (or a similar technical degree or equivalent work experience) and at least 3 years of experience working with wireless communication systems.” PO Resp. 13. We found in the Decision on Institution that Patent Owner’s definition was generally consistent with Petitioner’s definition, with the exception of requiring 3 years or more (as opposed to 2 to 3 years) of work experience in wireless communication systems and, for the purpose of institution, we adopted Petitioner’s provided definition for the level of skill of a person of ordinary skill in the art as reasonable and consistent with the prior art. Dec. on Inst. 20–21. The record does not contain further argument or evidence regarding the level of skill of one of ordinary skill in the art, and we again adopt Petitioner’s definition, which does not encompass an open-ended (“at least 3 years”) amount of experience and which is supported by the testimony of Dr.” slip op. at 15

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

      “a . . . set of radio resources” encompasses user payload data packaged in or combined with RF carrier channels. We further conclude that “digital representation of a . . . set of radio resources” is not limited to and does not necessarily include configuration information that is required to or used to reconfigure remote radio units.” slip op. at 18

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

      “We do not need to construe “packetizing” because collateral estoppel prevents Patent Owner from arguing that Wu does not disclose “packetizing” as explained below. We also do not need to construe any other terms to resolve the disputes before us. Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms ... that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng'g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 22

    Patent outcomesUS 10,334,499 unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,334,499
  • PTAB · Mar 5, 2024 · IPR2023-00818 · APJ Sharon Fenick · IPR · Final written decision

    Claims 1–19 are unpatentable as obvious over Wu alone or Wu with Sabat-552.

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

      “institution of inter partes review of claims 1–19 (“the challenged claims”) of U.S. Patent No. 10,334,499 B2 (Ex. 1001, “the ’499 patent”). Dali Wireless Inc. (“Patent Owner”) filed a Preliminary Response (Paper 7, “Prelim. Resp.”). Ericsson filed a Preliminary Reply (Paper 9). We determined that the information presented in the Petition established that there was a reasonable likelihood that Petitioner would prevail with respect to at least one of the challenged claims, and therefore we instituted this proceeding on March 9, 2023, as to all challenged claims and all grounds of unpatentability. Paper 11 (“Dec. on Inst.”). We granted a request in IPR2023-00831 by AT&T Corp., AT&T Communications LLC, AT&T Services, Inc., AT&T Mobility LLC, and AT&T Mobility II LLC to be joined as a Petitioner in this proceeding. Paper 19. After a joint request of Patent Owner and Ericsson, we terminated the proceeding as to Ericsson, leaving AT&T Corp., AT&T Communications LLC, AT&T Services, Inc., AT&T Mobility LLC, and AT&T Mobility II LLC (“Petitioner”) as the lead (and sole) petitioner in this proceeding. Papers 16, 17, 20.” slip op. at 2

    • PTAB / AIA Trials › §315(e) estoppelEstoppel does not applyDecided for petitioner

      “When deciding whether issue preclusion applies, we consider whether: (1) a prior action presents an identical issue; (2) the prior action actually litigated and adjudged that issue; (3) the judgment in that prior action necessarily required determination of the identical issue; and (4) the Apple, Inc., 909 F.3d 1375, 1377 (Fed. Cir. 2018) (citing Stephen Slesinger, Inc. v. Disney Enterprises, Inc., 702 F.3d 640, 644 (Fed. Cir. 2012)). To the extent Petitioner asks us to consider the 01473 IPR institution decision for issue preclusion, we do not. In that decision the Board reached a finding based on the institution standard (showing of a “reasonable likelihood that the petitioner will prevail,” 35 U.S.C. § 314(a)) rather than proof by a preponderance of the evidence, which is before us now (35 U.S.C. § 316(e)). Ex. 1004. Thus issues before us here were not presented and adjudged in that institution decision. Regarding the 01473 IPR adverse judgment decision, that decision did not require determination of any issues before us, as that decision was based on Patent Owner canceling the challenged claims rather than any determination regarding unpatentability that had been shown by a preponderance of the evidence. Ex. 1005.” slip op. at 10

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “The record does not contain further argument or evidence regarding the level of skill of one of ordinary skill in the art, and we again adopt Petitioner’s definition, which does not encompass an open-ended (“at least 3 years”) amount of experience and which is supported by the testimony of Dr. Houh. We would reach the same conclusions if we were to remove the open-ended terminology from Patent Owner’s definition and adopt that definition.” slip op. at 14

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

      “a . . . set of radio resources” is not limited to and does not necessarily include configuration information that is required to or used to reconfigure remote radio units. As Petitioner argues, there does not appear to be any indication in the specification and other intrinsic evidence that “digital representation” should be given more than its ordinary meaning, or that an underlying construction of “radio resources” would not be applied to this claim term, which explicitly includes “radio resources.” Pet. Reply 9–10 (citing Ex. 1001, representation” in the specification of the ’499 patent). Our construction is further supported by the language of the claims, which requires that each “set of radio resources” is “for transmission at an antenna of the first remote unit.” Ex. 1001, 14:17–19, 14:22–24, 15:3–5, 15:8–10, 16:6–8, 16:11–13. With respect to the “digital representation” of “set[s] of radio resources,” the specification of the ’499 patent describes that in the downlink (base station to DRU antenna) path for data, RF signals received at the DAU from base station(s), are down-converted, digitized, and further processed resulting in “independently serialized, parallel data streams” that are delivered to DRUs. Ex. 1001, 4:63–5:12. Petitioner contends that this description of delivery of a digitized version of an RF signal to DRUs describes the sending/transmission of a digital representation of the radio. Pet. 9–10. While Patent Owner appears to argue that a “digital representation” of a radio resource would be only an “identifier” of, e.g., an RF carrier (PO Resp. 18), this does not appear to be supported by the specification or the cited testimony of Dr. Chrissan. We do not see a reason to relate “digital representation of . . . a set of radio resources” in the claims to the description in the ’499 patent specification of the remote configuration of DRU parameter settings via the DAU, including detecting or determining radio resources assigned to a DRU and configuring the DRU, turning on and off individual carriers transmitted and received by a DRU. PO Resp. 16–18 (citing Ex. 1001, 4:50–62, 6:31–44, 7:44–50, 12:15–39, 12:58–13:2). No cited portion of the specification describes these signals sent from a DAU to control a DRU as digital representations of a set of radio resources. While Patent Owner cites, in support, Dr. Chrissan’s declaration, Dr. Chrissan does” slip op. at 16

    Patent outcomesUS 10,334,499 unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,334,499
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