• Google LLC v. Sandpiper CDN, LLCAll claims unpatentable
  PTAB · Oct 9, 2026 · IPR2025-00826 · APJ Michael T Cygan · IPR · Final written decision

  Claims 1–23 are unpatentable under § 103, including over Glines alone and the additional asserted combinations.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art (“POSITA”) at the critical time “would have had at least a bachelor’s degree in computer science, electrical engineering, or a related field, and at least two years of work or research experience in the field of content delivery management or networks,” and that “additional education could substitute for work experience.” Pet. 3 (citing Ex. 1008 ¶¶ 51–53). Patent Owner provides substantially the same assessment. PO Resp. 16. We adopt Petitioner’s proposed level of ordinary skill, as it appears to be consistent with the specification of the ’112 patent and the prior art of record.” slip op. at 7

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

    “claim construction standard that would be used to construe the claim in a civil action under 35 U.S.C. [§] 282(b).” 37 C.F.R. § 42.100(b). Under this standard, the words of a claim generally are given their “ordinary and customary meaning,” which is the meaning the term would have to a person of ordinary skill at the time of the invention, in the context of the entire patent including the specification. Phillips v. AWH Corp., 415 F.3d 1303, 1312–13 (Fed. Cir. 2005) (en banc). Neither party proposes any express claim construction. Pet. 3; PO Resp. 16. We address the parties’ interpretation of the scope of “causing said hostname to be resolved” in our discussion of Petitioner’s assertions for limitation [1.d]. Based on the record before us, we determine that no claim term requires express construction.” slip op. at 8

  • Expert testimonyPetitioner expert creditedDecided for petitioner
  • Strike new argumentNew argument consideredDecided for petitioner

    “We do not agree. The Petition states that Glines discloses that the anycast is resolved by an ISP DNS server. Pet. 20. The Petition identifies Glines’s local ISP DNS resolver 18 as the claimed ISP DNS server. Id. The Petitioner further asserts that Glines’s ISP DNS resolver 18 sends the request to the DNS server 38, but states that “Glines’s local DNS resolver, an ISP DNS server, thus causes the hostname . . . to be resolved.” Id. at 21–22. The Petition also drew an analogy with the ’112 patent and the role of local DNS server 70a in the Petition. See Pet. 20–21. Because the Petition and the Reply both identify Glines’s local ISP DNS resolver 18 as causing the hostname to be resolved, Petitioner has not advanced a new theory of unpatentability in its Reply. 6 At oral argument, Patent Owner suggested a narrower claim reading, but admitted that this had not been briefed. Tr. 36:15–38:9, 44:9–16. We do not address this reading because it was not set forth in the briefing. In the briefing, Patent Owner took the broader reading discussed here. See Tr. 41:12–23; PO Sur-reply 7.” slip op. at 13

  Patent outcomesUS 9,021,112 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 9,021,112
• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.All claims unpatentable
  PTAB · Sep 2, 2026 · PGR2025-00021 · APJ Kimberly Mcgraw · PGR · Final written decision

  Claims 1, 3–7, and 12–20 are unpatentable: the Board found the asserted Kim, Kim–Yang, Lee, and Lee–Haller obviousness grounds proved, but not Lee–Park.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “(e.g., an advanced degree may substitute for professional experience).” Pet. 21 (citing Ex. 1003 ¶¶ 36–37). Petitioner further contends that a “POSITA would also have been aware of and generally knowledgeable about 3D memory’s structure, its component parts, and how it operates.” Id. Patent Owner does not dispute Petitioner’s definition of a POSITA. PO Resp. 9. Based on our review of the complete record, we adopt Petitioner’s uncontested definition of a POSITA.” slip op. at 6

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

    “The plain language of claim element [1.A] recites “wherein the first material layer is disposed over a first portion of the second material layer;” and claim element [1.B] recites “a landing pad disposed over a second portion of the second material layer.” Thus, the plain language of the claim merely recites that the first material layer is disposed over a first potion of the second material layer and the landing pad is disposed over a second portion of the second material layer. The plain language does not define what constitutes the first or second portions of the second material layer or define the first or second portions of the material layer by what is disposed above the layers. We agree with Petitioner that the term “portion” has a straightforward plain and ordinary meaning: a “part” of a larger whole. Pet. 5 (citing Ex. 1077, 406 (defining “portion” as “a part of a whole”)). The ’838 patent itself repeatedly uses the term “portion” this way. Ex. 1001, 5:40–43 (discussing both “an upper portion” and “lower portion” of a “staircase”), 5:66–6:1 (referencing “a portion of a top surface of a layer”); see also 4:39– 40, 7:15–17, 8:20–33, 8:34–65, 11:60–64, 12:38–59. Thus, we understand that the first and second portions of the second material layer are portions of (i.e., a part of the whole) second material layer. Neither the claims nor the Specification define what can constitute a first portion or a second portion of a second material layer.” slip op. at 11

  • Expert testimonyPatent owner expert creditedPetitioner expert discountedDecided for patent owner

    “Dr. Giapis, argues Petitioner’s proposed modification of Lee requires a POSITA to (1) start with an oxide-based insulating layer 22 as shown in Figure 5B of Lee, (2) introduce an oxidant gas into the adjacent openings, and (3) oxidize a surface that is already oxide-based to form a curved surface. PO Resp. 78–81. Patent Owner provides credible evidence supporting its argument that a POSITA would not have been motivated to make these changes to Lee, as they are technically infeasible. Id. at 79 (citing Ex. 2019 ¶¶ 191–208). Dr. Giapis credibly explains that in Park’s process, an oxygen gas would be used to oxidize the silicon nitride or polysilicon, but “introducing such an oxidant into the openings of Lee’s structure above will not promote further oxidation to the existing oxide the relevant region . . . so nothing remains to be oxidized.” Ex. 2019 ¶¶ 192–193. We credit Dr. Giapis testimony that “[i]t is not possible to further oxidize a solid oxide material with oxygen gas as in Park. That is why Park’s thermal oxidation process is performed on silicon nitride or polysilicon, which are not oxides to begin with but they can be oxidized to form silicon dioxide.” Id. ¶ 193 (citing Ex. 2028 (Plummer) at 345–350). According to Dr. Giapis, a POSITA would have understood this and not expected the combination of Lee and Park to achieve any change in shape or any rounding in Lee’s Figure 5B. Ex. 2019 ¶ 193.” slip op. at 60

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

    “Patent Owner, however, with persuasive supporting testimony from Dr. Giapis, argues Petitioner’s proposed modification of Lee requires a POSITA to (1) start with an oxide-based insulating layer 22 as shown in Figure 5B of Lee, (2) introduce an oxidant gas into the adjacent openings, and (3) oxidize a surface that is already oxide-based to form a curved surface. PO Resp. 78–81. Patent Owner provides credible evidence supporting its argument that a POSITA would not have been motivated to make these changes to Lee, as they are technically infeasible. Id. at 79 (citing Ex. 2019 ¶¶ 191–208). Dr. Giapis credibly explains that in Park’s process, an oxygen gas would be used to oxidize the silicon nitride or polysilicon, but “introducing such an oxidant into the openings of Lee’s structure above will not promote further oxidation to the existing oxide the relevant region . . . so nothing remains to be oxidized.” Ex. 2019 ¶¶ 192–193. We credit Dr. Giapis testimony that “[i]t is not possible to further oxidize a solid oxide material with oxygen gas as in Park. That is why Park’s thermal oxidation process is performed on silicon nitride or polysilicon, which are not oxides to begin with but they can be oxidized to form silicon dioxide.” Id. ¶ 193 (citing Ex. 2028 (Plummer) at 345–350). According to Dr. Giapis, a POSITA would have understood this and not expected the combination of Lee and Park to achieve any change in shape or any rounding in Lee’s Figure 5B. Ex. 2019 ¶ 193.” slip op. at 60

  Patent outcomesUS 12,010,838 unpatentable
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 12,010,838
• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.All claims unpatentable
  PTAB · Jul 20, 2026 · IPR2025-00228 · APJ Michael T Cygan · IPR · Final written decision

  Claims 1–18 are unpatentable: claims 1, 2, 4, 5, and 9–18 as obvious over Kim; claims 1–18 over Kim and Fang; claims 1–15 over Han and Fang; and claims 17–18 over Han, Fang, and Chen.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art (“POSITA”) at the critical time “would have had a bachelor of science degree in electrical engineering or a similar discipline, along with 2-3 years of professional experience working with (e.g., researching, designing, or teaching) monolithic 3D structures and 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. 26 (citing Ex. 1003 ¶42). Petitioner further asserts that a POSITA “would have been aware of and generally knowledgeable about 3D NAND’s structure, how it is manufactured, and its component parts.” Id. Patent Owner does not dispute this assessment. PO Resp. 7–8. For purposes of this Decision, we adopt Petitioner’s proposed level of ordinary skill, as it appears to be consistent with the specification of the ’276 patent and the prior art of record.” slip op. at 6

  • Expert testimonyPatent owner expert creditedDecided for patent owner

    “Dr. Campbell has a Ph.D. in physics, supplying the advanced degree that Petitioner’s definition of a person having ordinary skill in the art accepts as a replacement for some experience. Ex. 2006 ¶ 2. Dr. Campbell has significant experience in semiconductor technology, including in process technologies for submicron CMOS, years of research in semiconductor processing, materials, and device structures, and authored “[t]he leading textbook on semiconductor technology.” Id. ¶¶ 2–4. Dr. Campbell qualifies as a person of ordinary skill in the art under the parties’ agreed definition.” slip op. at 7

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

    “Patent Owner proposed that the terms “exposing portions” and “etching the exposed portions” require two different steps performed in that order. PO Resp. 7–10. Petitioner does not contest this characterization. Pet. Reply 1– 2. Patent Owner also proposes that this requires the exposure step not to perform any etching of the newly exposed layer. PO Resp. 10–12 (citing Ex. 1001, 10:2–5, 10:15–17 (stating that the etch-stop layer “protects the underlying structure until all the VIA openings 640 are formed” and that it “[t]he essence of an etch-stop layer dictates that contact-hole etching stops or slows down upon contact, i.e., exposing without penetrating it.” Pet. Reply 11. Based on the record before us, we determine that no claim term requires express construction for purposes of this Decision.” slip op. at 7

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

    “described in earlier embodiments would not be consistent with Kim’s statement that previously described elements are “omitted” in the Figures 17A to 22B section “for concise description.” As admitted by Patent Owner, it would be a “reasonable inference” that materials described in a first embodiment for a particular hypothetical layer L would also be used for that layer L in later embodiments absent an express statement to the contrary “because you have just omitted that sort of duplicative description.” Tr. 37:9–38:12. Kim’s Figures 17A–22B do not further address the underlying staircase structure that was detailed in the descriptions of the Figures 4–15 embodiments. Thus, it would similarly be a “reasonable inference” that aspects of the stack structure would be understood to apply to the same stack in the embodiments of Figures 17A–22B, which rely upon, in unaltered form, the earlier-described elements of the stack. stack on bottom, they “replace” and “exclude” any prior description of a gate-stack-on-top. PO Resp. 18–19 (citing Ex. 2019 ¶¶ 40–41; Ex. 1005 ¶¶ 185–187 (describing the etch-stop layer as covering the sacrificial layers only at their end portions)). However, as admitted by Patent Owner, all of Kim’s Figures show only a gate-stack-on-bottom structure. Tr. 41:6–7 (“For the first embodiment, it is true that figures show the gate stack on bottom.”). The fact that Kim’s Figures 17A–22B, which add etch-stop and barrier layers to the gate stack, are shown only as gate stack on bottom is merely consistent with the uniform use of gate-stack-on-bottom in Kim’s Figures, which show the layer-by-layer construction of its device. Like Figures 4–15, Figures 17A–22B exemplify rather than limit the description of the previously described memory stack, and do not exclude the gate-stack-onbottom description of the memory stack. Kim can be used for all it realistically teaches, including descriptions in its disclosure that are not represented by specific Figures. See In re Chapman, 357 F.2d 418, 424 (C.C.P.A. 1966) (stating that a reference “is not limited to the disclosures in its specific illustrative examples.”). Accordingly, the record supports Petitioner’s assertion that Kim’s teaching of a gate-stack-on-top alternative for the memory stack would be understood by a POSITA as a memory stack option applicable to its other embodiments having that same memory stack.” slip op. at 11

  Patent outcomesUS 11,101,276 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 11,101,276
• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.All claims unpatentable
  PTAB · Jun 9, 2026 · IPR2025-00189 · APJ Jo-Anne M Kokoski · IPR · Final written decision

  Claim 19 is unpatentable as obvious over Kim and over Nam; the challenge based on Lee and Park fails for lack of a reasonable expectation of success.

  RulingsFinal written decision

  • Adverse judgmentAdverse judgmentOther

    “B. Patent Owner’s Disclaimer of Claims 17 and 20 As indicated above, Patent Owner filed a statutory disclaimer of claims 17 and 20 of the ’666 patent. See Ex. 2005. In view of Patent Owner’s statutory disclaimer, we treat claims 17 and 20 as having never been part of the ’666 patent. See Vectra Fitness, Inc. v. TNWK Corp., ‘considered as part of the original patent’ in [35 U.S.C.] § 253 to mean that the patent is treated as though the disclaimed claims never existed.”). Because inter partes review cannot be instituted based on disclaimed claims, we do not consider claims 17 and 20 to be within the scope of this proceeding. 37 C.F.R. § 42.107(e) (“No inter partes review will be instituted based on disclaimed claims.”); General Elec. Co. v. United Techs. Corp., IPR2017-00491, Paper 9 (PTAB July 6, 2017) (precedential) (denying institution in view of a statutory disclaimer of all the challenged claims). Thus, we confine our analysis in this Decision to claim 19, the challenged claim that has not been disclaimed.” slip op. at 2

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “(“POSITA”) “would have 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) 3D memory devices, or an equivalent level of skill, knowledge and experience (e.g., an advanced degree may substitute for professional experience).” Pet. 24–25 (citing Ex. 1003 ¶¶ 34–37). Petitioner further contends that the “POSITA would also have been aware of and generally knowledgeable about 3D memory’s structure, its component parts, and how it operates.” Id. at 25 (citing Ex. 1003 ¶¶ 34–37).” slip op. at 6

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

    “evidence from the complete record now before us, we determine that the claim term “curved side surface” encompasses any outer surface of the structure with curvature. See Hamilton Beach Brands, Inc. v. F’real Foods, LLC, 908 F.3d 1328, 1338–1339 (Fed. Cir. 2018) (finding that it is acceptable for the Board to adopt its own claim construction where the parties “had notice of the contested claim construction and an opportunity to be heard”). We do not adopt Patent Owner’s position that “curved side surface” requires the side surface to be curved along a direction perpendicular to the top surface of the structure (e.g., the z-axis).” slip op. at 12

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

    “curved side surface” are premised on its proposed claim construction which, as set forth above, we decline to adopt. Instead, we determined that “curved side surface” as used in the challenged claim encompasses any outer surface of the structure with curvature, which does not need to be curved in any specific direction. See § II.B.1, supra. Kim states: Embodiments of the inventive concepts in which the protrusion pad PAD_P has a rectangular parallel[] shape is illustrated, but the protrusion pad PAD_P is not limited thereto and, in some embodiments, may have a shape including a curved surface based on a virtual rectangular parallel[] shape, a cylindrical shape, or any shape. Ex. 1005, 8:29–34 (emphases added). Dr. Lee testifies that “[a] POSITA would have recognized that this includes configurations where the sides of the protrusion pads are curved, particularly to optimize electrical connectivity and mitigate stress at material interfaces.” Ex. 1003 ¶ 201. Dr. Lee further testifies that a POSITA would have understood Kim’s disclosure “teaches a variety of different protrusion pad PAD_P shapes” including “pads with curved sides when viewed in cross-section or pads with curved sides when viewed from above.” Id. ¶ 202. Accordingly, we determine that Kim discloses a cylindrically-shaped PAD_P that has a “curved side surface” as required by the challenged claim. slip op. at 24

  Patent outcomesUS 11,145,666 unpatentable
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 11,145,666
• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.All claims unpatentable
  PTAB · Jun 1, 2026 · IPR2025-00117 · APJ Michael T Cygan · IPR · Final written decision

  Claims 1–19 are unpatentable: claims 1–9, 11–16, 18, and 19 as obvious over Kim; claims 10 and 17 as obvious over Kim and Fang, Park, and Park and Fang.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “at the critical time “would have had a bachelor of science degree in electrical engineering or a similar discipline, along with 2-3 years of professional experience working with (e.g., researching, designing, or teaching) monolithic 3D structures and 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 ¶ 42). Petitioner further asserts that a POSITA “would have been aware of and generally knowledgeable about 3D NAND’s structure, its component parts, how it operates, and how it is controlled.” Id. Patent Owner does not dispute Petitioner’s definition. PO Resp. 7. We adopt Petitioner’s proposed 4 Neither party presents evidence or arguments regarding objective evidence of non-obviousness. Pet. 103; PO Resp. the ’711 patent and the prior art of record.” slip op. at 5

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

    “Based on the record before us, we agree with Petitioner that “on a surface” should be interpreted in line with the definition of “on” set forth in the ’711 patent. Ex. 1001, 4:1–6. We particularly note that the ’711 patent states that “‘on’ . . . should be interpreted in the broadest manner” and that “on” is not limited to “directly on.” Id. Instead, the ’711 patent states that “‘on’ also includes the meaning of ‘on’ something with an intermediate feature or layer therebetween.” Id. Patent Owner agrees that this definition controls the “standalone ‘on’” term such that A may be on B even if there is an intervening layer between them. Tr. 55:8–11 (“The standalone ‘on,’ we agree in the context of the patent, you can have intervening layers. I think the patent is clear about that.”). Claim 14 recites that the etch-stop layer is “on” something; i.e., “on a side surface and a top surface of each step.” Ex. 1001, 16:20–22. Patent Owner agrees that a surface is a “something.” Tr. 56:5–8 (“surface obviously is a something”). Substituting the “a “‘on’ something with an intermediate feature or layer therebetween” results in claim 14 reading as, “on a surface with an intermediate feature or layer therebetween.” Unlike “directly on,” which specifies the relation between two things, “a surface” may merely indicate the thing that something is “on,” particularly when “on” is “interpreted in the broadest manner” as expressly required by the ’711 patent.” slip op. at 7

  • Expert testimonyPatent owner expert discountedDecided for petitioner

    “Although Dr. Campbell testified in his deposition in response to Petitioner’s counsel that “on the surface” requires direct contact with the surface, his interpretation was based on “embodiments of” the patent rather than a general understanding of a person skilled in the art confronted with that term. Ex. 1027, 122:6–25, 124:6–23 (“I’m not sure if there are other sources for that, but it was on the ’711, so I’ve taken it there.”). Dr. Campbell, upon questioning from Patent Owner’s counsel, later stated that “an expert in semiconductor fabrication” would understand “on the surface” to mean “contact between one layer and another . . . with nothing in between.” Id. at 146:25–147:6. However, Dr. Campbell did not explain why such an interpretation is particular to the semiconductor fabrication art, or provide other explanation or support for this statement, which is in tension with the definition of “on” in the ’711 patent. Accordingly, we significantly discount the weight accorded to that statement. Phillips, 415 F.3d at 1318 (stating, “conclusory, unsupported assertions by experts as to the definition of a claim term are not useful to a court. Similarly, a court should discount any expert testimony ‘that is clearly at odds with the claim construction mandated by the claims themselves, the written description, and patent.’”). On balance, Dr. Campbell’s testimony is best understood as a description of certain Figures of the ’711 patent rather than a representation of an ordinarily skilled person’s understanding of the term “on the surface.” See Ex. 2009 ¶ 47 (describing Figs. 1, 3, and 4 as depicting layers in contact with the underlying layer or substrate). For example, Dr. Campbell describes Figure 9A as having a barrier layer “on and directly contacting the top and side surfaces of each step.” Id. ¶ 28 (emphasis added) (citing inter alia Ex. 1001, 7:6–67). Dr. Campbell does not explain why, beyond the fact that many Figures show layers as adjacent and in contact, a person of ordinary skill in the relevant art would understand those Figures to limit the claim language rather than illustrating particular embodiments that fall within a broader scope of claims 14 and 15. See Hill-Rom Servs., Inc. v. Stryker Corp., 755 F.3d 1367, 1371 (Fed. Cir. 2014) (“While we read claims in view of the specification, of which they are a part, we do not read limitations from the embodiments in the specifications into the claims.”).” slip op. at 9

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

    “We agree with Petitioner that Kim’s first and second section are described as compatible, not mutually exclusive, embodiments. Kim’s second section builds further layers upon the structure of its first section, and states: In these embodiments, the same elements as in the embodiments previously described with reference to FIGS. 5A through 14A and FIGS. 5B through 14B will be denoted by the same reference numbers therein, and for concise description, overlapping description of elements previously described with reference to FIGS. 5A through 14A and FIGS. 5B through 14B may be omitted. Ex. 1005 ¶ 184 (emphasis added). Patent Owner argues that only the embodiments in Figures 17A–22B describe an etch-stop layer and a barrier layer (as claimed), and that the language cited for a gate-stack-on-top configuration (e.g., Ex. 1005 ¶¶ 90, 91, and 240) is “conspicuously absent from the description of Figures 17A–22B.” PO Resp. 20 (citing Ex. 2009 ¶ 36). However, Figures 17A–22B do not further address the underlying staircase structure that was detailed in the descriptions of the Figures 4 through 15 embodiments. While Figures 17A–22B show a gate-stack-on-bottom configuration, this merely continues the gate-stack-on-bottom illustrations that were used in all of the previous Figures, even for those in which it is undisputed that a gate-stack-on-top configuration is a described alternative. The Figures exemplify rather than limit the description of the gate-stack-on-bottom view in Figures 4–15 and do not exclude the gate-stack on bottom description of the embodiments exemplified by those figures.” slip op. at 17

  Patent outcomesUS 10,672,711 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,672,711
• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.All claims unpatentable
  PTAB · Jan 5, 2026 · IPR2024-00909 · APJ Michael T Cygan · IPR · Final written decision

  Claims 1–7 and 18 are unpatentable as obvious over Toyama, based on the First Exemplary Structure and, for some limitations, the Second Modification.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art (“POSITA”) at the critical time “would have had a bachelor of science 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 2 We apply AIA 35 U.S.C. §§ 102, 103 to the ’378 patent because it was filed after, and never claimed the benefit of an effective filing date before, March 16, 2013. Petitioner also applies AIA §§ 102 and 103. See Pet. 2, 24–26. 3 Neither party presents evidence or arguments regarding objective evidence of non-obviousness. Pet. 104; PO Resp. experience (e.g., an advanced degree may replace some of the professional experience).” Pet. 33 (citing Ex. 1003 ¶¶ 37–39). Petitioner further asserts 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 such a definition. PO Resp. 13. We adopt Petitioner’s proposed level of ordinary skill, as it appears to be consistent with the Specification of the ’378 patent and the prior art of record.” slip op. at 5

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

    “Petitioner asserts that only the term “a staircase structure in the alternating layer” should be construed, and that the term should be construed as “a staircase structure in the alternating layer stack.” Pet. 32–33. Patent Owner does not dispute this construction, and our determination would be unaffected by Petitioner’s proposed construction. Therefore, we need not provide an express construction of this term. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Petitioner asserted that all other terms should receive their plain and ordinary meaning. Pet. 33.” slip op. at 6

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

    “Because neither the language of claim 15 nor the Specification indicates a narrower meaning, we agree with Petitioner that the phrase “a substrate with an isolation structure” should be given its plain meaning. Patent Owner argues that the plain meaning of “with” is “having” or “inclusive of.” PO Sur-reply 2 (citing Ex. 1038, 8). Citing the same dictionary, Petitioner argues that the plain meaning of “with” includes objects that are separate. Pet. Reply 3 (stating, “In the sentence ‘Alice went to school with Bob,’ it would be nonsensical to interpret that to mean that Bob is part of Alice.”) (citing Ex. 1038, 7). The cited definition of “with” states that it may indicate “accompaniment,” such as “went there [with] her,” as well as combination (“milk [with] honey”). Ex. 1038, 7. Based on the evidence and arguments presented, we determine that the phrase “a substrate with an isolation structure” should be given its plain meaning, which includes accompaniment (A is accompanied by B) as well as combination (A is part of B, or A and B are a part of C).4” slip op. at 9

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

    “We are persuaded by Petitioner that the lower volume of Toyama’s dielectric fill portion teaches the isolation structure and the upper volume of Toyama’s dielectric fill portion teaches the dielectric structure. First, the structure may be the same material; i.e., SiO2. Ex. 1001, 10:37–40 (isolation structure 233 filled with SiO2), 10:46–47 (dielectric structure can include SiO2, and can include the same material as dielectric layer 230), 10:12–14 (dielectric layer 230 is formed of SiO2). Second, the ’378 patent indicates that the dielectric structure may be “aligned to” and “in contact with” the isolation structure. Id. at 10:30–36. Thus, the two structures of the ’378 patent may appear as two aligned and contacting structures; e.g., a single column of the same material. Third, the ’378 patent specification describes that the dielectric structure and a top portion of the isolation structure may be formed in the same deposition step. When etching the opening 600 that is to be filled with dielectric structure 232, “opening 600 may extend partially into STI structure 233;” i.e., “the etch process used to form opening 600 may also remove (recess) portion of the top surface of STI structure 233.” Id. at 15:12–20; Fig. 6. Then, “opening 600 can be filled with a dielectric layer 702,” which may be the same SiO2 material as the isolation structure, and “[a]s a result, dielectric structure 232 is formed.” Id. at 15:42–54. Thus, the ’378 patent describes a dielectric structure that partially replaces or re-forms, with the same material, its isolation structure. The ’378 patent does not mention whether this results in a dielectric structure that extends into the isolation structure or an isolation structure re-filled to its original height, and it would not appear to matter because both structures may be composed of the same material. The ’378 patent’s indifference to the exact boundary between dielectric structure 232 and isolation structure 233 during formation from the same material indicates that these structures need not be taught by distinct elements. applicable only if the ’378 patent describes that the isolation region and dielectric structure were formed as a single unitary structure. PO Resp. 51; PO Sur-reply 16–18. Retractable Techs. focuses on whether the two elements at issue “could be formed as an integral structure in the first instance,” not whether they were formed integrally. Retractable Techs., 653 F.3d at 1304 (“The specifications further disclose a method to couple the two structures . . . to allow some diffusion or insipient melting to occur where they touch . . . . This passage suggests that [the structures] could be formed as an integral structure in the first instance”). Retractable Techs. looks to whether the specification suggests that the claim terms require separate structures. Powell v. Home Depot U.S.A., Inc., 663 F.3d 1221, 1232 (Fed. Cir. 2011). Patent Owner’s focus on whether the claimed structures were disclosed as being separately formed disregards the issue of whether the separately claimed structures require specific methods of forming those structures. Here, as in Retractable Techs. and Powell, the Specification does not indicate any particular structure or function for the structures that results from their separate steps of deposition. Thus, as held in Retractable Techs. and Powell, the two portions of Toyama “need not be two separate parts” to teach two separate claim limitations. Retractable Techs., 635 F.3d at 1303–04. Consequently, we determine that the claim language does not support a requirement that these structures be separate and distinct. Patent Owner’s further arguments are not availing. Contrary to Patent Owner’s argument, in our “Third” point, supra, we do not state that the isolation structure and the dielectric structure are formed in the same deposition step. PO Resp. 52–53; PO Sur-reply 18; Supra at 34. We only” slip op. at 33

  Patent outcomesUS 10,658,378 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,658,378
• Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.All claims unpatentable
  PTAB · Jan 5, 2026 · IPR2024-00788 · APJ Michael T Cygan · IPR · Final written decision

  Claims 15–17, 19, and 20 are unpatentable as obvious over Toyama, Mushiga, and Mushiga with Makala.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “at the critical time “would have had a bachelor of science 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 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 ¶¶ 36–37). Petitioner further asserts March 16, 2013. Petitioner also applies AIA §§ 102 and 103. See Pet. 2, 24–26. 3 Neither party presented evidence or arguments regarding objective evidence of non-obviousness during trial. knowledgeable about semiconductor manufacturing and 3D NAND’s structure, its component parts, how it operates, and how it is controlled.” Id. (emphasis omitted). Patent Owner does not object to this assessment. PO Resp. 12. We adopt Petitioner’s proposed level of ordinary skill, as it appears to be consistent with the specification of the ’378 patent and the prior art of record.” slip op. at 5

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

    “Petitioner does not dispute Patent Owner’s construction, asserting that its grounds render obvious this limitation under Patent Owner’s construction propose construction of the term “through array contact,” which was at issue in the Preliminary Response and in the parallel district court proceeding. Id. Nor have the parties indicated, in response to Board inquiry, that any relevant construction has occurred. See Paper 34. with Petitioner that Patent Owner does not dispute this aspect of the “a dielectric structure on the isolation structure” limitation in Petitioner’s assertions based on Toyama. PO Sur-reply 20–21. Patent Owner does dispute that Mushiga’s insulating spacer 586 is “on” the isolation structure. PO Resp. 70–72. However, because Petitioner relies upon a dielectric structure that includes other portions of Mushiga that Patent Owner does not dispute to be on the asserted isolation structure, the dispute is whether Petitioner is correct to include multiple components as part of a single dielectric structure, and not whether spacer 586 is on an isolation structure. Id. Because Petitioner’s assertions and our determination would be unaffected by its proposed construction, we need not construe this term. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe 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 7

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

    “Patent Owner’s citations to the Specification do not support its proposed construction. Patent Owner relies on multiple embodiments, only one of which describes a substrate “with” an isolation structure. PO Resp. 21 (citing Ex. 1001, 22:27–28). For example, one of Patent Owner’s cited embodiments recites “on” an isolation region, but Patent Owner specifically argues that the “on” embodiment does not apply to the claimed “with” embodiment. Id. at 22 (denying that “the ‘with’ relationship encompasse[s] the ‘on’ relationship”). Only one of the embodiments cited is clearly within the scope of the “with” claim language, and that embodiment describes no more than the claim language itself. Ex. 1001, 22:27–28. Moreover, Figure 2, cited by Patent Owner, is an illustration “according to some embodiments,” but is not described as depicting all embodiments. Ex. 1001, 3:35–36. These other embodiments need not be included in claim 15’s “with” language because other claims (not at issue in this proceeding) specifically recite language from other embodiments. Ex. 1001, 23:20–21 (“a dielectric structure on an isolation region of the substrate”), 23:58 (“forming an isolation structure on a substrate”). Thus, the specification of the ’378 patent does not limit “a substrate with an isolation structure” in claim 15 to “part of” an isolation structure, such as in a shallow region or other partial-depth portion of the substrate. Because neither the language of claim 15 nor the Specification indicates a narrower meaning, we agree with Petitioner that the phrase “a Patent Owner argues that the plain meaning of “with” is “having” or “inclusive of.” PO Sur-reply 2 (citing Ex. 1038, 7). Citing the same dictionary, Petitioner argues that the plain meaning of “with” includes objects that are separate. Pet. Reply 3 (stating, “In the sentence ‘Alice went to school with Bob,’ it would be nonsensical to interpret that to mean that Bob is part of Alice.”) (citing Ex. 1038, 7). The cited definition of “with” states that it may indicate “accompaniment,” such as “went there [with] her,” as well as combination (“milk [with] honey”). Ex. 1038, 7. Based on the evidence and arguments presented, we determine that the phrase “a substrate with an isolation structure” should be given its plain meaning, which includes accompaniment (A is accompanied by B) as well as combination (A is part of B, or A and B are a part of C).” slip op. at 9

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

    “We are persuaded by Petitioner that the lower volume of Toyama’s dielectric fill portion teaches the isolation structure and the upper volume of Toyama’s dielectric fill portion teaches the dielectric structure. First, the ’378 patent indicates that both the dielectric structure and the isolation structure may be the same material; i.e., SiO2. Ex. 1001, 10:37–40 (isolation structure 233 filled with SiO2), 10:46–47 (dielectric structure can include SiO2, and can include the same material as dielectric layer 230), 10:12–14 (dielectric layer 230 is formed of SiO2). Second, the ’378 patent indicates that the dielectric structure may be “aligned to” and “in contact with” the isolation structure. Id. at 10:30–36. Thus, the two structures of the ’378 patent may appear as two aligned and contacting structures; e.g., a single column, of the same material. Third, the ’378 patent specification describes that the dielectric structure and a top portion of the isolation structure may be formed in the same deposition step. When etching the opening 600 that is to be filled with dielectric structure 232, “opening 600 may extend partially into STI structure 233;” i.e., “the etch process used to form opening 600 may also remove (recess) portion of the top surface of STI structure 233.” Id. at 15:12–20. Then, “opening 600 can be filled with a dielectric layer 702,” which may be the same SiO2 material as the isolation structure, and “[a]s a result, dielectric structure 232 is formed.” Id. at 15:42–54. Thus, the ’378 patent describes a dielectric structure that partially replaces or re-forms, with the same material, its isolation structure. The ’378 patent does not mention whether this results in a dielectric structure that extends into the isolation structure or an isolation structure re-filled to its original height, and it would material. The ’378 patent’s indifference to the exact boundary between dielectric structure 232 and isolation structure 233 during formation from the same material indicates that these need not be taught by distinct elements. We do not agree with Patent Owner that Retractable Techs. is applicable only if the ’378 patent describes that the isolation region and dielectric structure were formed as a single unitary structure. PO Resp. 50; PO Sur-reply 9. Retractable Techs. focuses on whether the two elements at issue “could be formed as an integral structure in the first instance,” not whether they were formed integrally. Retractable Techs., 653 F.3d at 1304. (“The specifications further disclose a method to couple the two structures . . . to allow some diffusion or insipient melting to occur where they touch . . . . This passage suggests that [the structures] could be formed as an integral structure in the first instance”). Retractable Techs. looks to whether the specification suggests that the claim terms require separate structures. Powell v. Home Depot U.S.A., Inc., 663 F.3d 1221, 1232 (Fed. Cir. 2011). Patent Owner’s focus on whether the claimed structures were disclosed as being separately formed disregards the issue of whether the separately claimed structures require specific methods of forming those structures. Here, as in Retractable Techs. and Powell, the Specification does not indicate any particular structure or function for the structures that results from their separate steps of deposition. Thus, as held in Retractable Techs. and Powell, the two portions of Toyama “need not be two separate parts” to teach two separate claim limitations. Retractable Techs., 635 F.3d at 1303– 04. Consequently, we determine that the claim language does not support a requirement that these structures be separate and distinct.” slip op. at 32

  Patent outcomesUS 10,658,378 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,658,378
• Google LLC v. Eyesmatch Ltd.Some claims unpatentable
  PTAB · Nov 21, 2025 · IPR2025-00296 · APJ Neil T Powell · IPR · Final written decision

  Claims 1–18 are unpatentable: claims 1–6 and 10–12 over Rosenberg and Park, and claims 3, 4, 7–9, and 11–18 over Rosenberg, Park, and Geisner.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “December 18, 2012, would have a bachelor’s degree in electrical or computer engineering, or a closely related field such as computer science, and two years of work experience with image capture and processing systems or related fields.” Pet. 7 (citing Karam Decl. ¶ 91). Petitioner adds that “[a] person with less and/or different education, but more relevant practical experience, or vice versa, may also meet this standard.” Id. According to Petitioner, [t]he prior art also evidences such level of skill.” Id. Patent Owner states that it “applies Petitioners’ proposed level of skill for purposes of this Response.” PO Resp. 9 (citing Forsyth Decl. ¶¶ 53–54). 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.10” slip op. at 9

  • Prior constructionPrior construction adoptedDecided for patent owner

    “Turning to the substantive issues, we find the District Court’s “mirror tracking mode” 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, which is incorporated in the ’110 patent. See Ex. 2008, 16 (citing Ex. 1021, 2:5–27, Figs. 5A, 5B), 40 (citing “same reasons set forth regarding the term ‘it appears to mimic a reflection of a mirror’” in support of construction of “mirror tracking mode”). So, too, is “flipping” or reversing of the image disclosed. Id. at 17 (citing Ex. 1021, 14:46–51, 15:41–47), 40.” slip op. at 14

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

    “Post-institution, Patent Owner invites us to construe limitation 1[f]’s recitation of “mirror tracking mode” and limitation 1[c]’s recitation of “adaptive transformation mapping.” PO Resp. 9–14. Regarding the latter, Patent Owner explains that “[i]n the District Court Litigation, ‘adaptive transformation mapping’ was construed as ‘continuously variable transformation mapping’ and ‘transformation mapping’ was construed as a ‘selected set of image transformations.’” Id. at 14 (citing Ex. 2008, 14, 37; Ex. 2013 ¶¶ 25, 27). Patent Owner does not, however, identify any way that those claim constructions affect our analysis of the parties’ patentability disputes. We find it unnecessary in resolving the parties’ patentability disputes to construe expressly limitation 1[c]’s recitation of “adaptive transformation mapping.”” slip op. at 11

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

    “persuasively address limitation 1[f]’s “mirror tracking mode.” In particular, Petitioner does not address persuasively the requirement, as explained in Section II.B above, that mirror tracking mode involves processing camera-captured images in a way that “maintains roughly the same size regardless of the user movement.” At odds with this requirement, Petitioner founds its case on an assertion that “Haan teaches the claimed mirror tracking mode” because “if the viewer is within 35 cm of the camera, a tracking mode is entered, applying resizing transformation.” Pet. 44 (emphasis added) (citing Ex. 1005 ¶¶ 75–76, 80–82, 90–94, 97; Ex. 1003 ¶¶ 205–210). The resizing transformation Petitioner references actually involves magnifying the user’s image by an amount that changes based on the user’s position relative to the camera, quite the opposite of maintaining image size regardless of the user movement. Ex. 1005 ¶¶ 75–76, Fig. 8. Thus, Petitioner’s initial position is unpersuasive. Petitioner’s shift to Haan’s “reflective mirror mode and conventional mirror period in the dual mode” is also unavailing. Reply 8. Consistent with Patent Owner’s arguments, Petitioner does not provide persuasive evidence that these operating states of Haan’s device involve any processing of camera-captured images. Sur-reply 13–14. To the contrary, Haan suggests that anytime its device provides an unmagnified image, it comes from a reflection off a physical reflective surface. See, e.g., Ex.1005 ¶ 76 (“This can be done for instance by using the device as a simple mirror, i.e. not displaying an image on the display device, but using the device in the reflective mode.”) (emphasis added), ¶ 92 (“a simple reflective mode, to act as a mirror”), ¶ 29 (“for a first range of positions, no image is displayed, whereby the reflective layer acts as a mirror, and for a second range of positions, the recorded image is displayed.”) (emphasis added). We also find unpersuasive Petitioner’s Reply arguments based on Haan’s disclosure of smoothly transitioning from “using the device as a simple mirror” (i.e., using a physical reflecting surface) to displaying a magnified image. Reply 11 (citing Ex. 1005 ¶¶ 76, 80). To the extent this may establish a point around the transition at which Haan’s system displays an image with relatively little magnification, it does not establish that Haan teaches, suggests, or renders obvious holding the displayed size roughly constant, “regardless of the user movement.” Indeed, given Haan’s focus on helping the user see things more clearly with image magnification, Petitioner’s argument that it would have been obvious to hold the size of the image constant is not persuasive. See, e.g., Ex. 1005 ¶ 4.” slip op. at 23

  Patent outcomesUS 8,982,110 mixed
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 8,982,110
• Samsung Electronics Co., Ltd. / Samsung Electronics America, Inc. et al. v. Eyesmatch Ltd.All claims unpatentable
  PTAB · Nov 21, 2025 · IPR2024-00810 · APJ Neil T Powell · IPR · Final written decision

  Claims 1–18 are unpatentable: claims 1–6 and 10–12 over Rosenberg and Park, and claims 3, 4, 7–9, and 11–18 over Rosenberg, Park, and Geisner.

  RulingsFinal written decision

  • Prior constructionPrior construction adoptedDecided for patent owner

    “Turning to the substantive issues, we find the District Court’s “mirror tracking mode” 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, which is incorporated in the ’110 patent. See Ex. 2008, 16 (citing Ex. 1021, 2:5–27, Figs. 5A, 5B), 40 (citing “same reasons set forth regarding the term ‘it appears to mimic a reflection of a mirror’” in support of construction of “mirror tracking mode”). So, too, is “flipping” or reversing of the image disclosed. Id. at 17 (citing Ex. 1021, 14:46–51, 15:41–47), 40.” slip op. at 14

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

    “persuasively address limitation 1[f]’s “mirror tracking mode.” In particular, Petitioner does not address persuasively the requirement, as explained in Section II.B above, that mirror tracking mode involves processing camera-captured images in a way that “maintains roughly the same size regardless of the user movement.” At odds with this requirement, Petitioner founds its case on an assertion that “Haan teaches the claimed mirror tracking mode” because “if the viewer is within 35 cm of the camera, a tracking mode is entered, applying resizing transformation.” Pet. 44 (emphasis added) (citing Ex. 1005 ¶¶ 75–76, 80–82, 90–94, 97; Ex. 1003 ¶¶ 205–210). The resizing transformation Petitioner references actually involves magnifying the user’s image by an amount that changes based on the user’s position relative to the camera, quite the opposite of maintaining image size regardless of the user movement. Ex. 1005 ¶¶ 75–76, Fig. 8. Thus, Petitioner’s initial position is unpersuasive. Petitioner’s shift to Haan’s “reflective mirror mode and conventional mirror period in the dual mode” is also unavailing. Reply 8. Consistent with Patent Owner’s arguments, Petitioner does not provide persuasive evidence that these operating states of Haan’s device involve any processing of camera-captured images. Sur-reply 13–14. To the contrary, Haan suggests that anytime its device provides an unmagnified image, it comes from a reflection off a physical reflective surface. See, e.g., Ex.1005 ¶ 76 (“This can be done for instance by using the device as a simple mirror, i.e. not displaying an image on the display device, but using the device in the reflective mode.”) (emphasis added), ¶ 92 (“a simple reflective mode, to act as a mirror”), ¶ 29 (“for a first range of positions, no image is displayed, whereby the reflective layer acts as a mirror, and for a second range of positions, the recorded image is displayed.”) (emphasis added). We also find unpersuasive Petitioner’s Reply arguments based on Haan’s disclosure of smoothly transitioning from “using the device as a simple mirror” (i.e., using a physical reflecting surface) to displaying a magnified image. Reply 11 (citing Ex. 1005 ¶¶ 76, 80). To the extent this may establish a point around the transition at which Haan’s system displays an image with relatively little magnification, it does not establish that Haan teaches, suggests, or renders obvious holding the displayed size roughly constant, “regardless of the user movement.” Indeed, given Haan’s focus on helping the user see things more clearly with image magnification, Petitioner’s argument that it would have been obvious to hold the size of the image constant is not persuasive. See, e.g., Ex. 1005 ¶ 4. Thus, on the whole, Petitioner’s shifting, scattered arguments do not persuasively address limitation 1[f]. Accordingly, Petitioner has not shown by a preponderance of the evidence that claim 1 would have been obvious over Haan and Francois. And Petitioner’s arguments and evidence addressing claims 2–6, 10–12, 16, and 17 do not cure the foregoing deficiencies in the challenge of claim 1. Pet. 46–52. Accordingly, Petitioner has not shown by a preponderance of the evidence that any of claims 1–6, 10–12, 16, and 17 would have been obvious over Haan and Francois.” slip op. at 23

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

    “We do not agree. Petitioner demonstrates persuasively that a person of ordinary skill would have combined these references “to correct image distortions and provide a more realistic mirror image.” Pet. 52–55; Ex. 1003 ¶¶ 242–249. 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. 35, 38–39 (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) (quoting DePuy Spine, Inc. v. Medtronic Sofamor Danek, Inc., 567 F.3d 1314, 1327 (Fed.Cir.2009)). “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. In sum, we find for the reasons given that Petitioner has demonstrated by a preponderance of evidence that to a person of ordinary skill, Rosenberg alone or with Park teaches or suggests limitation 1[f].” slip op. at 44

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

    “shows by a preponderance of the evidence that limitations 1[c] and 1[e] are taught or suggested by Rosenberg and Park, in combination. Pet. 58–64; PO Resp. 39–40; Reply 19–20; Sur-reply 19. Petitioner persuades us that limitations 1[c] and 1[e], would have been obvious over Rosenberg and Park, in combination. Pet. 58–64; Reply 19–20. Patent Owner’s counter arguments are unavailing for multiple reasons. Patent Owner’s arguments fail because they improperly attack Rosenberg’s teachings individually, rather than addressing Petitioner’s combination of the references. PO Resp. 39–40; Sur-reply 19. This is fatal to Patent Owner’s arguments. In re Merck & Co., 800 F.2d 1091, 1097 (Fed. Cir. 1986). Moreover, Petitioner presents persuasive arguments and evidence that the references, in combination, teach limitations 1[c] and 1[e], including persuasive evidence that the references’ tilting, resizing, and zooming meet the claim limitations’ “adaptive transformation mapping . . . to generate modified images that appear to be captured from a different point of view” that “corresponds to an image taken from a different angle and a different distance.” Pet. 58–64 (citing Ex. 1001, 3:26–28; Ex. 1003 ¶¶ 65–67, 253–268; Ex. 1006 ¶¶ 26–28, 50, 52, 61, 75 ; Ex. 1011 ¶¶ 50–51, 59, Figs. 6A–6B, 7, 8, 14, 15; Ex. 1019, 16–20; Ex. 1021, 2:19–27, 17:19–24, 21:60, 23:65–24:9, 25:46–48, 30:4–11, Fig. 11); Reply 19–20 (citing Ex. 1003 ¶¶ 253–268; Ex. 1021, 17:17–23; Ex. 2012, 63:13–22, 111:13–21). Regarding tilting, after noting the ’110 patent’s disclosure (incorporated from the ’109 patent) of performing tilt transformations (Pet. 10–11), Petitioner advances persuasive evidence that Park discloses such a tilting transformation, thereby teaching the claimed “different angle” (id. at 61–63). Regarding resizing and zooming, citing extensive discussion in the ’110 patent (incorporated from the ’109 patent) of resizing and/or zooming to address the effects of varying distance between an object and a camera, Petitioner and Dr. Karam explain that the prior art’s zooming and resizing meet the claimed “different distance.” Pet. 63 (Ex. 1001, 3:26–28; Ex. 1021, 17:19–23, 21:57–60, 23:65–24:9, 25:46–48, 30:4–11, Fig. 11); Ex. 1003 ¶ 265 (citing Ex. 1001, 3:26–28; Ex. 1021, 17:19–23, 21:57–60, 23:65–24:9, 25:46–48, 30:4–11, Fig. 11). In its counterarguments, Patent Owner suggests that zooming and resizing do not account for “occlusion effects,” but Patent Owner does not persuasively tie this argument to the ’110 patent, failing to cite any portion of the ’110 patent that evinces its invention addresses such effects. PO Resp. 23–25, 39–40.” slip op. at 39

  Patent outcomesUS 8,982,110 unpatentable
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 8,982,110
• Micron Technology, Inc. v. Yangtze Memory Techonologies Company, Ltd.All claims unpatentable
  PTAB · Oct 23, 2025 · IPR2024-00789 · APJ Jo-Anne M Kokoski · IPR · Final written decision

  Claims 1–6 and 11–13 are unpatentable as obvious over Tessariol; Petitioner did not show claims 1–6, 11, and 13 obvious over Park.

  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) monolithic 3D structures and NAND memory devices,” or “an equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience).” Pet. 33. Petitioner further contends that a “POSITA would have been aware of and generally knowledgeable about 3D NAND’s structure, how it is manufactured, and its component parts.” Id. (citing Ex. 1003 ¶¶ 40–43). Patent Owner states that it does not object to the definition of a POSITA proffered by Petitioner. PO Resp. 13 (citing Pet. 33). 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 ’872 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

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

    “Read as a whole, the Specification supports the conclusion that a “dummy source structure” does not function as a source for the memory cells. Dummy source structures are variously described as being (1) electrically separated from the conductive layers of the memory stack, (2) used to laterally separate 3D memory device 100 into multiple memory regions, (3) used as a mechanical support structure, and (4) used as an interconnect to peripheral devices. None of these functions are directed to sourcing the memory cells. Moreover, the Specification describes a “source structure” as being connected with a channel structure of a memory string via a common source, such as a doped region in the substrate. That a dummy source structure does not function as a source to the memory cells is consistent with this description of source structure.” slip op. at 11

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

    “After considering the complete record, we are persuaded that Petitioner sufficiently establishes that Tessariol teaches “at least two of the plurality of dummy source structures are of nominally equal lateral distances to the staircase contact” and “the plurality of dummy source structures are of nominally equal lateral distances to the staircase contact” as recited in claims 3 and 4. As an initial matter, we note that the ’872 patent defines “nominal/nominally” as follows: As used herein, the term “nominal/nominally” refers to a desired, or target, value of a characteristic or parameter for a component or a process operation, set during the design phase of a product or a process, together with a range of values above and/or below the desired value. The range of values can be due to slight variations in manufacturing, processes or tolerances. Ex. 1001, 4:9–15. Referring to Figure 1A, the ’872 patent also teaches that “[t]he four dummy source structures indicated by 146 may be spaced with nominally equal lateral distances to staircase contact 122. In other words, the four dummy source structures indicated by 146 may be evenly or Accordingly, we understand “nominally equal lateral distances” as used in claims 3 and 4 to include evenly or uniformly distributed structures. See Ex. 1003 ¶ 162 (Dr. Banerjee testifying that “[n]ominally lateral distances to, in the context of the ’872 Patent, includes being ‘evenly or uniformly distributed.’”). Tessariol’s Figure 15 illustrates that dummy structures 60 are evenly distributed around operating conductive vias 80. Ex. 1006, Fig. 15. The figure is consistent with Tessariol’s teaching that dummy-structure openings 56 (which become dummy structures 60) are “collectively arrayed in straight-line rows and columns” and “any alternate configuration may be used including, for example, staggering . . . alternating openings 54/56 in rows and/or columns.” Id. ¶ 37. We also credit Dr. Banerjee’s testimony that “it is best practice to use repeating patterns in semiconductive designs” and “a POSITA viewing the Tessariol figures would immediately interpret the figures to include this repeating pattern, in which these objects are of equal distance from the contact.” Ex. 1035 ¶ 85. We disagree with Patent Owner that Tessariol’s Figure 15 is insufficient to show that the dummy source structures are of nominally equal lateral distances to the staircase contact. The Federal Circuit has held that “the speculative modeling premised on unstated assumptions in prior art patent drawings cannot be the basis for challenging the validity of claims reciting specific dimensions not disclosed directly in such prior art.” Nystrom v. TREX Co., 424 F.3d 1136, 1148 (Fed. Cir. 2005) (emphasis added). Here, claims 3 and 4 recite relative positioning (“nominally equal lateral distances”), not specific dimensions or proportions. Accordingly, we find Petitioner’s reliance on Tessariol’s Figure 15 to establish the placement particularly given Dr. Banerjee’s credible testimony regarding best practices in semiconductor design and that a POSITA viewing the Tessariol figures would have understood the objects are of equal distance from the contact. See Ex. 1035 ¶ 85. Based on our consideration of the entire record, and for the reasons set forth above, we determine that Petitioner shows, by a preponderance of the evidence, that claims 3 and 4 would have been obvious over the teachings of Tessariol.” slip op. at 27

  • Expert testimonyPetitioner expert discountedDecided for patent owner

    “Petitioner’s and Dr. Banerjee’s arguments are not persuasive. The arguments are circular as they assert that a POSITA would have understood that dummy source structure must have a complete path (i.e., not have a partial path, or dead-end) like a source structure because the source structure must have a complete path. See, e.g., Ex. 1035 ¶ 50. Similarly, the argument that the ’872 patent’s use of “connect” can only refer to an electrical connection between dummy source structure 246 and the channel structures is based on a figure depicting a source line as having an electrical connection and Dr. Banerjee’s unsupported assertion that the source line is a dummy source line (in some embodiments). Pet. Reply 9; Ex. 1035 ¶ 50. Again, Dr. Banerjee’s evidence is circular as it asserts the dummy source structure must have a complete path because the figure depicts a source line having a complete path, and therefore dummy source lines (in some embodiments) must have a complete path. Id. To the extent Dr. Banerjee asserts that it was “well known” that dummy source structures function as sources or source structures, any such assertion is not credible in light of his testimony that he had never heard of dummy source structures. See Ex. 1035 ¶¶ 17 (stating he “never heard of ‘dummy source structure’ before reading the ’872 patent”), 50 (stating “how these dummy source and source structures function as sources . . . was well known”). Thus, Petitioner’s assertion that the ’872 patent teaches a dummy source structure may connect to channel structures in the inner region is insufficient to show that the dummy source structure acts as a source to the memory cells.” slip op. at 14

  Patent outcomesUS 10,861,872 unpatentable
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 10,861,872

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