• 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
• Microsoft Corporation v. Sterling Computers CorporationAll claims unpatentable
  PTAB · Sep 14, 2026 · IPR2025-00270 · APJ Bach V Hoang · IPR · Final written decision

  Claims 1–13, 15, 18, 20, 21, and 27 are unpatentable as obvious over Rohall and Schiavone, with Gomes added for claims 9 and 27.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Our Institution Decision adopted Petitioner’s definition of a person of ordinary skill in the art. Inst. Dec. 9–10. In its Response, Patent Owner adopts Petitioner’s proposed level of ordinary skill. See PO Resp. 16 (“Patent Owner and its expert adopt the Board’s definition for purposes of this Response.”). Having considered the record, we continue to adopt Petitioner’s proposed level of skill, as articulated above. We are satisfied that Petitioner’s proposal comports with the level of skill necessary to understand and implement the teachings of the ’911 Patent. Accord Inst. Dec. 9–10.” slip op. at 9

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

    “We agree with Petitioner and determine that the construction of “relational references” does not require the use of a relational model and, further, includes pointers that point to related messages exchanged among users. The intrinsic evidence leads us to this construction. First, the relevant language of claim 1 recites “a message container containing relational references pointing to a plurality of sent submessages stored externally to the message container in the message database.” Ex. 1001, 15:56–59. A relational model is not recited in that language or anywhere else in the claim. See id. at 15:51–16:14. Therefore, the claim does not expressly require a relational model. Furthermore, the claim language supports Petitioner’s interpretation that “relational references” include pointers that point to related messages because the claim states that the “relational references” perform the task of “pointing to a plurality of sent submessages.” Pet. Reply 7. Accordingly, the language of the claim supports a construction that does not require a relational model and at least suggests relational references include pointers.” slip op. at 10

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner

    “No other claim terms need construction for our decision here and we decline unnecessarily doing so. 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 15

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

    “We agree with Petitioner that the ordinarily skilled artisan would have been motivated to combine Rohall and Schiavone because Schiavone provides reasons to apply its techniques to email systems such as Rohall’s. Schiavone describes a need for “ensuring compliance of e-mail messages with applicable standards and/or laws and/or otherwise determining appropriateness of a message for an intended recipient,” especially because there is “a patchwork of local, federal and international laws.” Ex. 1006 ¶ 6. Schiavone also states that filtering emails, e.g., to remove spam, is beneficial. Id. ¶¶ 1–2. As Schiavone describes problems in email systems, which its rules-based email processing technique addresses, we determine that the ordinarily skilled artisan would have been motivated to combine Rohall and Schiavone. See KSR, 550 U.S. at 401 (a reference which teaches, suggests, or motivates its combination may “identify a reason that would have prompted a person of ordinary skill in the art to combine the elements”).” slip op. at 19

  Patent outcomesUS 8,073,911 unpatentable
  Claim construction§ 103 obviousnesscites KSR
  Patents in suitUS 8,073,911
• 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
• Intel Corporation v. Advanced Cluster Systems, Inc.All claims unpatentable
  PTAB · Sep 1, 2026 · IPR2025-00914 · APJ Brian P Murphy · IPR · Final written decision

  Claims 1–19 are unpatentable as obvious over Menon, Trefethen, RS6000, and POEref.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and We adopt the Petition’s formulation of the level of ordinary skill in the art, which is consistent with the ’679 patent, the prior art of record, and the testimony of both experts.” slip op. at 10

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

    “The Petition relies on the ordinary and customary meaning of the claim terms consistent with the Phillips standard. Pet. 12–13 (citing 37 C.F.R. § 42.100(b)). The Petition also addresses the construction of “peer-to-peer architecture” recited in independent claim 1 of the ’679 patent, a limitation we need not construe to resolve the parties’ dispute in this proceeding. Id. at 13; see, e.g., Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011) (“[C]laim terms need only be construed ‘to the extent necessary to resolve the controversy.’”) (quoting Vivid Techs., Owner relies on the ordinary and customary meaning of the claim terms consistent with the Phillips standard without further analysis. Resp. 7.” slip op. at 11

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

    “RS6000 with Menon, namely because RS6000 provides an overview of the IBM SP2 multiprocessor and Menon teaches the use of “IBM SP2, a modern high performance distributed memory multiprocessor” used in the MultiMATLAB system. Id. at 24–25 (citing Ex. 1003 ¶¶ 142–145; Ex. 1005, 5–6, 14; Ex. 1007, 1, 11). The Petition also explains why POEref pertains to the field of cluster computing in a parallel operating environment. Id. at 26 (citing Ex.1008, 11 (“PE Software is designed to run on an … RS/6000 network cluster”)); (further citing Ex. 1001, 1:14–15; Ex. 1003 ¶¶ 146–149). The Petition contends that a POSITA would have been motivated to combine the teachings of POEref with Menon “because Menon suggests the combination by teaching that MultiMATLAB uses ‘POE, IBM's Parallel Operating Environment.’” Id. at 26–27 (citing Ex. 1005, 6); (further citing Ex. 1003 ¶¶ 150–153; Ex. 1005, 14; Ex. 1008, 11, 46). We agree with Petitioner’s analysis. We find the Petition’s argument and evidence of a motivation to combine the asserted prior art references in the manner claimed to be compelling, persuasive, consistent with the disclosures in the references, which include internal cross-references to each other, and supported by the expert testimony of Dr. Bajaj.” slip op. at 19

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

    “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.” In re Gurley, 27 F.3d 551, 553 (Fed. Cir. 1994). Patent Owner argues that Menon teaches away from a combination with Trefethen because “Menon expressly states that Trefethen’s first-generation architecture is inadequate for the objectives that motivated the newer design.” Resp. 35–37. The evidence does not support Patent Owner’s position. First, Patent Owner’s teaching away argument is inconsistent with the strong evidence of a motivation to combine Menon and Trefethen discussed above. Second, Patent Owner’s teaching away argument is contrary to the evidence of record for the reasons given in Petitioner’s Reply. Reply 13–15 (e.g., “Menon explicitly cites Trefethen and explains that Menon builds on the teachings of Trefethen.”) (citing Pet. 22; Ex. 1003 ¶ 70; Ex. 1005, 1–3; Ex. 1163 ¶¶ 47–53). We are further persuaded by Dr. Bajaj’s reply testimony: the “MultiMATLAB teachings in Trefethen. In fact, Menon describes enhancing the system of Trefethen. For example, Menon describes a list of “goals” already achieved by MultiMATLAB and then states that the architecture has been “redesigned to achieve two further goals.” One of these two “further goals” is “extensibility,” which Menon achieves by its description of adding “MEX routines” to the system of Trefethen. Far from showing an “incompatibility” between Menon and Trefethen as the POR argues, Menon’s addition of the “MEX routines” to MultiMATLAB shows that such a modification was within the capabilities of a POSITA, because the authors of the Menon paper actually implemented the modification. Ex. 1163 ¶ 49 (citing Ex. 1005, 1–3). Dr. Bajaj’s testimony is unrebutted, credible, and supported by the record. We agree with Dr. Bajaj’s reasoning, which is based on direct quotes in Menon. We further agree with Dr. Bajaj’s conclusion that Menon does not teach away from the combination with Trefethen. Id. ¶¶ 50–52. Menon’s description of building on and enhancing the teachings of Trefethen—the earlier work of the same research group at Cornell—by adding MEX routines to achieve high-performance parallel computing and extensibility for MATLAB, demonstrates a classic motivation for a POSITA to combine the teachings of Menon and Trefethen. RS6000 and POEref are specifically referenced in Menon-Trefethen and add operational details of the parallel operating platform that teach a POSITA how to implement the MultiMATLAB system with a reasonable expectation of success. Such facts are inconsistent with Patent Owner’s teaching away and lack of motivation arguments.” slip op. at 24

  Patent outcomesUS 12,021,679 unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 12,021,679
• Intel Corporation v. Advanced Cluster Systems, Inc.All claims unpatentable
  PTAB · Aug 26, 2026 · IPR2025-00913 · APJ Brian P Murphy · IPR · Final written decision

  Claims 1–30 are unpatentable: claims 1–25, 27–28, and 30 as obvious over Menon, Trefethen, RS6000, and POEref; claims 26 and 29 over those references plus MPIref.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and experience of a POSITA. We adopt the Petition’s formulation of the level of ordinary skill in the art, which is consistent with the ’034 patent, the prior art of record, and the testimony of both experts.” slip op. at 11

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

    “processor,” “multi-core” processor, or “singular ‘hardware processor’ that ‘comprises’ (or ‘with’) multiple ‘processing cores’” as Patent Owner contends. Resp. 11–12, 21; see also Ex. 1163 ¶ 22 (“The claim does not recite ‘single chip,’ ‘single package,’ ‘single die,’ or ‘single multi-core microprocessor.’”). Nor do the claims recite a plurality of processing cores “within” a single-chip package or read as “multi-core within a processor” as argued by Patent Owner. Resp. 12–14; Sur-Reply 2; see Reply 6 (citing Ex. 1163 ¶ 23 (“Thus, the phrase ‘with a plurality of processing cores’ identifies the required processing resources associated with the hardware processor; it does not import a packaging limitation.”)). The claims do recite a hardware processor “with” a plurality of processing cores; a critical distinction even Patent Owner reads as open-ended, i.e., as a hardware processor that “comprises” a plurality of processing cores. See Resp. 11 (“the claims require a singular ‘hardware processor’ that ‘comprises’ (or ‘with’) multiple ‘processing cores’”). Consequently, the claim language does not support Patent Owner’s proposed construction of “a . . . hardware processor with a plurality of processing cores” as a single multi-core processor. cores it contains” in reliance on a parsed description in the ’034 patent specification: The specification explains: “Each processor can contain one or more processor cores that are capable of single-threaded execution. Processor cores are generally independent microprocessors, but more than one can be included in a single-chip package.” Id. at 1212 (partially quoting Ex. 1001, 5:11–16); Sur-Reply 2. The quoted description does not support Patent Owner’s contention that the claimed “a . . . hardware processor with a plurality of processing cores” must be limited to a “single multi-core processor” that “locates multiple cores within a ‘single-chip package,’” i.e. limited to a single multi-core microprocessor such as “a Core 2 Duo is one processor package with two cores.” Resp. 12– 13, 21 (citing Ex. 1001, 7:15–25). The description quoted above from column 5, moreover, describes a “processor” that “can contain one or more processor cores” each of which can be an independent microprocessor. Reply 2–3 (citing Ex. 1001, 5:11–16; Ex. 1163 ¶¶ 10–14). As Petitioner emphasizes, the specification distinguishes a “processor” from a “microprocessor” and describes a “processor” that “can be one or more general purpose single-core or multi-core microprocessors,” rather than limiting a “processor” to a single multi-core microprocessor. Reply 3–5 (citing Ex. 1001, 7:14–36, Fig. 1; Ex. 1163 ¶¶ 15–18).” slip op. at 13

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

    “art because they pertain to the same “field of cluster computing” as the ’034 patent and “are reasonably pertinent to the problem of the ’034 patent, namely, executing a single program on multiple nodes.” Pet. 22 (citing Ex. 1001, 1:14–15; Ex. 1003, ¶¶ 65–69; Ex. 1005, 2; Ex. 1006, Abstract). The Petition emphasizes that Menon expressly cites and builds on the MultiMATLAB system taught by Trefethen. Id. (citing Ex. 1003 ¶ 71; Ex. 1005, 1–2). The Petition contends that: combination of prior art elements according to known methods (executing MATLAB code on a multiprocessor system) to yield the predictable result discussed in both papers: the MultiMATLAB system executing MATLAB in parallel to perform mathematical calculations. Id. at 22–23 (citing Ex. 1003 ¶ 70; Ex. 1005, Abstract; Ex. 1006, 2–7). The Petition further contends that a POSITA would have found it predictable to combine Trefethen with Menon with a reasonable expectation of success “because researchers had a strong desire to parallelize MATLAB.” Id. at 23–24 (citing Ex. 1003 ¶ 73; Ex. 1005, 2; Ex. 1006, 11–12.)” slip op. at 27

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

    “A POSITA would have had an especially strong reason to read these references together because they address the same project, the same MATLAB-based parallel-computing problem, and the same MultiMATLAB command environment. Menon expressly identifies Trefethen’s MultiMATLAB work and then describes a redesigned architecture that preserves the same user-level objective––parallel MATLAB computations—while improving implementation details and extensibility. A POSITA therefore would not view the references as mutually exclusive alternatives. Rather, a POSITA would understand Trefethen as teaching specific MultiMATLAB commands and examples, including Eval, Send, Recv, and the architecture was implemented and improved in a later version. Ex. 1163 ¶¶ 71–72 (emphases added). We find the above reasoning persuasive and adopt it as our own. Petitioner and Dr. Bajaj demonstrate a sound technical motivation for a POSITA—someone having a bachelor’s degree in computer science, computer engineering, or electrical engineering and two years of experience working in the field of cluster computing or parallel processing—to combine Menon and Trefethen: to improve MATLAB’s operational performance and extensibility in a parallel operating environment. Menon builds on Trefethen to improve and extend the parallel processing capabilities of MultiMATLAB: “This system will enable users to access high-performance parallel routines from within the MATLAB environment, to extend the environment with new parallel routines, and to use these routines to develop parallel applications with the MATLAB language.” Ex. 1005 Abstract. Menon is intended to be read in conjunction with Trefethen, as would be expected from two references generated by the same research group at the same university addressed to the same technical subject matter about a year apart. Ex. 1005, 1; Ex. 1006, Ex. 1086 ¶¶ 65, 101, 102. The very first citation in Menon is to Trefethen. Ex. 1005, 2, 16.” slip op. at 30

  Patent outcomesUS 11,570,034 unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 11,570,034
• Micron Technology, Inc. v. Yangtze Memory Technologies Co., Ltd.No claims unpatentable
  PTAB · Jul 21, 2026 · IPR2025-00190 · APJ Kimberly Mcgraw · IPR · Final written decision

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

  RulingsFinal written decision

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

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

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

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

  • Skill levelSkill level petitioner adoptedDecided for petitioner

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

  • Expert testimonyPatent owner expert creditedOther

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

  Patent outcomesUS 11,568,941 not shown unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 11,568,941
• 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.Some claims unpatentable
  PTAB · Jul 6, 2026 · IPR2025-00191 · APJ Michael T Cygan · IPR · Final written decision

  Claims 3, 8, 11, 12, and 19 are unpatentable under §103; Petitioner did not show claims 6, 9, 10, 13–18, and 20 unpatentable.

  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 memory devices, or an equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience).” Pet. 27 (citing Ex. 1003 ¶¶34–38). Petitioner further 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 5 Neither party presents evidence or arguments regarding objective evidence of non-obviousness. Pet. 100; PO. Resp. circuit design. PO Resp. 9–10 (citing Ex. 2021 ¶ 35). Neither Patent Owner nor Dr. Campbell considers the obviousness of the claims to turn on the precise definition of the level or ordinary skill in the art. PO Resp. 10; Ex. 2021 ¶ 35. 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 ’322 patent and the prior art of record.” slip op. at 7

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

    “C. Claim Construction Neither party proposes any express claim construction. Pet. 27 (stating claims should receive their “plain and ordinary meaning”); PO Resp. 10 (stating that Petitioner’s challenges fail “under any reasonable construction”). In an inter partes review, we construe a patent claim “using the same 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). We determine no terms require express construction for purposes of this Decision.” slip op. at 8

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

    “We determine that such a configuration would be neither inoperable nor significantly undesirable. Dr. Campbell testified that he does not argue that this configuration would be inoperable. Ex. 1106, 74:12–17; Ex. 2021 ¶60. Dr. Lee testifies that this configuration is “consistent with Nishikawa[123]’s Figure 14B.” Ex. 1105 ¶ 13. Dr. Lee further testifies that this configuration would not necessarily require a larger footprint, but instead, “could simply replace the trenches, abutting the device edge.” Id. Dr. Campbell testified that if the circular TAC replaced the rectangular trench, “I don’t know what it would be or exactly where it would be,” and therefore, “I can’t say what the size of the red circle would have to be.” Ex. 1106, 83:19–84:3. Therefore, the record does not support finding a circular TAC to have a larger footprint. Absent a larger footprint, there is no evidence that the end-connected TAC would be undesirable.” slip op. at 15

  • Expert testimonyPetitioner expert creditedPatent owner expert discountedMixed

    “nor significantly undesirable. Dr. Campbell testified that he does not argue that this configuration would be inoperable. Ex. 1106, 74:12–17; Ex. 2021 ¶60. Dr. Lee testifies that this configuration is “consistent with Nishikawa[123]’s Figure 14B.” Ex. 1105 ¶ 13. Dr. Lee further testifies that this configuration would not necessarily require a larger footprint, but instead, “could simply replace the trenches, abutting the device edge.” Id. Dr. Campbell testified that if the circular TAC replaced the rectangular trench, “I don’t know what it would be or exactly where it would be,” and therefore, “I can’t say what the size of the red circle would have to be.” Ex. 1106, 83:19–84:3. Therefore, the record does not support finding a circular TAC to have a larger footprint. Absent a larger footprint, there is no evidence that the end-connected TAC would be undesirable.” slip op. at 15

  Patent outcomesUS 11,581,322 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 11,581,322
• 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
• X Corp. v. Sterling Computers CorporationAll claims unpatentable
  PTAB · Jun 9, 2026 · IPR2025-00299 · APJ Bach V Hoang · IPR · Final written decision

  Claims 1–22 are unpatentable as obvious over the stated Dumais-based and Kircher/Krug grounds; Patent Owner’s and Petitioner’s motions to exclude are dismissed as moot.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Our Institution Decision adopted Petitioner’s definition of a person of ordinary skill in the art. Inst. Dec. 8–9. In its response, Patent Owner adopts Petitioner’s proposed level of ordinary skill. See PO Resp. 14–15 (“Patent Owner and its expert adopt the Board’s definition for purposes of this Response”). Having considered the record, we continue to adopt Petitioner’s proposed level of skill, as articulated above. We are satisfied that Petitioner’s proposal comports with the level of skill necessary to understand and implement the teachings of the ’217 Patent. Accord Inst. Dec. 8–9.” slip op. at 9

  • Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)No construction neededNot reached

    “1. “computer program modules” The parties dispute whether four “computer program modules comprising” (1) “a monitoring module,” (2) “a first relevance measurement module,” (3) “a second relevance measurement module,” and (4) “a relevance analysis module” (collectively, “module limitations”) invoke 35 U.S.C. § 112 ¶ 6 and should be treated as means-plus-function limitations. See Pet. 8–18; PO Resp. 15–18; Pet. Reply 3–5; PO Sur-reply 4–7. However, the parties do not argue that the construction of these terms affects the analysis of Petitioner’s challenges. See PO Resp.; Pet. Reply; PO Sur-reply. Moreover, our analysis does not rely on any particular construction of these terms and, so, we need not resolve this dispute.” slip op. at 10

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

    “2. “one or more measures derived from the group consistent of” Petitioner asserts limitations 1[g] and 1[g][i]–1[g][iv] recite an open Markush group listing alternatively useable members. Pet. 20–21 (citing Gillette Co. v. Energizer Holdings, Inc., 405 F.3d 1367, 1372 (Fed. Cir. 2005); Abbot Lab’ys v. Baxter Pharm. Prod., Inc., 334 F.3d 1274, 1281 (Fed. Cir. 2003) (explaining that the listing of specified alternatives within a claim is referred to as a Markush group or Markush grouping)); See Ex. 1001, 47:47–58. Patent Owner does not dispute Petitioner’s construction. See PO Resp; PO Sur-reply. As these terms are not in controversy, we need not opine on this construction.” slip op. at 10

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITANo construction neededNot reached

    “Petitioner’s and Patent Owner’s respective constructions overlap in their requirement that “cognate” users share similar past user actions and assessments or are defined by similar direct input by the user. See Pet. 18; PO Resp. 20–21; PO Sur-reply 10. Petitioner argues that Patent Owner’s construction “exclude[s] ‘groups’ from the claims” and further limits the scope of to users who share actions (Pet. Reply 8–9), but Patent Owner states that its proposed construction does not so limit the claims (PO Sur-reply 10). As such, there is no disagreement that “cognate” users share similar past user actions and assessments or are defined by similar direct input by the user. As there is no controversy, we need not, and do not, construe the meaning of “cognate.” However, Patent Owner’s requirement that “at least one other of the plurality of users” is specifically cognate to “the user” who was sent the content is plainly recited in the claim language itself. The claim recites a “relevance score of a piece of electronic content sent from a sender to a user” in the preamble and similarly again in limitation 1[g]. See Ex. 1001, 47:25–28 (emphasis added), 45:62–64. The limitation in question directly references the claimed “user” when reciting the cognate relationship: “identify at least one other of the plurality of users . . . that is cognate to the user.” Ex. 1001, 47:43–45 (emphasis added). As such, the claim language plainly supports Patent Owner’s requirement and Petitioner does not contest that requirement. See Pet. Reply 8. least one other of the plurality of users . . . that is cognate to the user” as requiring that the identified other user is cognate specifically to the user whose relevance score is being determined.” slip op. at 12

  Patent outcomesUS 7,716,217 unpatentable
  Claim construction§ 103 obviousnesscites KSR
  Patents in suitUS 7,716,217

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