- PTAB · Jun 4, 2025 · IPR2025-00117 · APJ Michael T Cygan · IPR · Institution
The Board instituted IPR on claims 1–19, finding a reasonable likelihood of success on the asserted obviousness grounds and declining discretionary denial.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“review. See 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a) (2023). The standard for instituting an inter partes review is set forth in 35 U.S.C. § 314(a), which provides that an inter partes review may not be instituted “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” For the reasons discussed below, we determine that Petitioner establishes a reasonable likelihood of prevailing with respect to the unpatentability of at least one claim of the ’711 patent. We also determine that the arguments and evidence of record do not support discretionary denial of the Petition under 35 U.S.C. § 314(a). Accordingly, we institute an inter partes review of claims 1–19 of the ’711 patent.” slip op. at 2
- 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” slip op. at 5
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Neither party proposes any express claim construction at this stage of the proceeding. Pet. 26; Prelim. Resp. 8. Based on the record before us, we determine that no claim term requires express construction for purposes of this Decision.” slip op. at 6
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Instituted
“Petitioner’s assertions as to claim 1. Patent Owner contests Petitioner’s assertion that Kim in view of the knowledge of the prior art teaches “wherein each step comprises a gate stack disposed over a dielectric layer,” Prelim. Resp. 9. We first focus on this disputed limitation.” slip op. at 7
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 10,672,711 - SML Intelligent Inventory Solutions LLC / SML (USA) Inc. v. Adasa Inc.Institution deniedPTAB · May 20, 2025 · IPR2025-00125 · APJ Devon Zastrow Newman · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable under the asserted obviousness grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314(b) (2018); 37 C.F.R. § 42.4(a) (2019). An inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Upon consideration of the Petition, the Preliminary Response, and the evidence of record, we conclude that Petitioner has not established a reasonable likelihood of prevailing on its assertion that at least one challenged claim is unpatentable based on the grounds advanced here. Accordingly, we deny institution of inter partes review of claims 1–20 of the ’967 patent.” slip op. at 2
- Skill levelSkill level petitioner adoptedOther
“VSI Int’l Inc., 174 F.3d 1308, 1324 (Fed. Cir. 1999) (citing Graham v. John Deere Co., 383 U.S. 1, 17–18 (1966); Ryko Mfg. Co. v. Nu-Star, Inc., 950 F.2d 714, 718 (Fed. Cir. 1991)). Petitioner adopts the following definition of a person of ordinarily skill in the art (hereafter, sometimes “POSITA”) of the ’967 patent proposed by Patent Owner in the Avery Dennison litigation: [A]t least a bachelor’s degree in electrical engineering, computer science, or computer engineering, or a related discipline, and at least five years of experience which would consist of, A, designing, developing, evaluating and/or using RFID or other AIDC [automatic identification and data capture] technologies in inventory management, unique object identification, and/or security; or B, studying and conducting research related to RFID technologies and using RFID and other AIDC technologies in inventory management, unique object identification, and/or security. Pet. 6 (citing Ex. 1030, 707:3–13). Patent Owner does not offer a definition of an ordinarily skilled artisan of the ’967 patent at this time. See generally Prelim. Resp. Based on the information presented, we find that the asserted prior art itself is sufficient to demonstrate the level of skill in the art at the time of the invention. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (prior art itself can reflect the appropriate level of ordinary skill in the art). To the extent a more precise definition is required, we apply Petitioner’s unopposed proposed definition for purposes of determining whether to institute review because it is consistent with the disclosures of the asserted prior art references and the problems addressed in the ’967 patent.” slip op. at 17
- Prior constructionPrior construction adoptedDecided for patent owner
“Petitioner proposes the following claim constructions: “an allocated block of serial numbers” as “a pre-authorized range of binary serial numbers” and “uniquely corresponding” as the “term’s plain and ordinary meaning, consistent with the articulation of the plain and ordinary meaning” in the Avery Dennison litigation. Pet. 8–12. As to the remaining claim terms, Petitioner applies the district court’s constructions in the Avery Dennison litigation. Id. at 12 (citing Ex. 1028). Patent Owner applies the following constructions that were entered during in the Avery Dennison litigation: “object class information space” as “data field within the memory of the RFID integrated circuit chip for information identifying the class of an object, such as a company prefix, item reference code, partition value, and/or filter value,” “unique serial number space” as “data field within the memory of the RFID integrated circuit for information identifying a unique serial number,” “being assigned a limited number of most significant bits” as “includes a limited, predefined sequence at the leading end,” “remaining bits of lesser significance” as “the remaining lower order bits at the trailing end,” “is encoded with one serial number instance” as “has stored within it one serial number instance,” “an allocated block of serial numbers” as “a pre-authorized range of serial numbers,” and “uniquely corresponding” as its plain and ordinary meaning. Prelim. Resp. 32. For purposes of resolving whether to institute trial, we adopt and apply the interpretations stated in the district court’s claim construction order and applied by the Federal Circuit on appeal, Ex. 1028.11 See 55 F.4th 900, 908–909, 912–913 (Fed. Cir. 2022) (citing the district court’s claim construction order).” slip op. at 18
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached
“IBM200 and Kuhno would have made it obvious for a POSITA to commission RFID tags with unique serial numbers partitioned into MSBs and bits of lesser significance. See Pet. 34–39; Ex. 1005 ¶¶ 167–176. However, on this record, Petitioner has not sufficiently shown that the POSITA, having read IBM200 and Kuhno, would have been led to create a serial number space in which the limited number of “most significant bits” uniquely corresponds to those bits assigned to an allocated block of serial numbers, as recited in limitation [f].” slip op. at 25
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 9,798,967 - PTAB · May 16, 2025 · IPR2025-00034 · APJ Michael T Cygan · IPR · Institution
The Board instituted IPR on claims 2–4, 7–15, 17, 18, and 20 under §103 over Nakajima; it found a reasonable likelihood of success for claims 3, 4, 9, 10, 18, and 20.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied
“exists that one may be granted if a proceeding is instituted. Fintiv, Paper 11 at 6–7. Petitioner asserts that factor 1 is neutral. Pet. 10. Patent Owner contends that factor 1 favors denial because, although an opposed motion to stay has been filed in the parallel litigation, it is unlikely to be granted. Prelim. Resp. 31. However, subsequent to filing its Preliminary Response, Patent Owner notified the Board that the parallel court proceeding has been stayed pending the outcome of the inter partes review. Paper 13, 1. The granting of a stay pending inter partes review “has weighed strongly against exercising discretion to deny institution.” Snap, Inc. v. SRK Technology LLC, IPR2020-00820, Paper 15 at 9 (P.T.A.B. October 16, 2019) (precedential). The stay of the parallel proceeding results in factor 1 weighing strongly against exercising discretion to deny institution.” slip op. at 7
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“We determine that Petitioner has not shown a reasonable likelihood of success of proving its obviousness assertions for claim 2 because of insufficiently explained and inadequately supported reasons to combine the knowledge in the art with Nakajima to teach or suggest claim 2’s “dummy channel” limitation. The deficiencies in Petitioner’s showing extend to claim 11, which recites a “dummy channel” limitation, and its dependent claims 12–15 and 17. Ex. 1001, 21:35–22:19, 22:22–26. Consequently, Petitioner has not shown it is likely to succeed on its obviousness challenges to claims 2, 11–15, and 17.” slip op. at 19
- 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. 25 (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 not provide any such assessment in its Preliminary Response. Prelim. Resp. 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 ’254 patent and the prior art of record.” slip op. at 13
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner
“Claim Construction Neither party proposes any express claim construction. Pet. 35 (stating claims should receive their “plain and ordinary meaning”); Prelim. Resp. 8 (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 14
Claim construction§ 103 obviousnessDiscretionary denialcites KSR · GrahamPatents in suitUS 10,879,254 - Micron Technology, Inc. v. Yangtze Memory Technologies Company, Ltd.Institution deniedPTAB · May 8, 2025 · IPR2025-00035 · APJ Michael T Cygan · IPR · Institution
The Board denied institution because Micron did not show a reasonable likelihood that claims 1–5, 8–13, or 15 were obvious over either asserted reference combination.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. See 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a) (2023). The standard for instituting an inter partes review is set forth in 35 U.S.C. § 314(a), which provides that an inter partes review may not be instituted “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” For the reasons given below, on this record, Petitioner has not established a reasonable likelihood that it would prevail in showing the unpatentability of at least one of challenged claims 1–5, 8–13, and 15 of the ’604 patent. Accordingly, we do not institute an inter partes review of the ’604 patent.” slip op. at 2
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“We agree that Petitioner has not shown that a person having ordinary skill in the art at the critical time would have been motivated to replace the wordlines in the staircase region with dielectric material if the result is that one of the memory cell arrays becomes unavailable. Petitioner relies upon two usable arrays for its combination, emphasizing Thimmegowda as desirably enabling “a single conductive contact (e.g., 334a) to bidirectionally drive memory cells in the memory arrays on either side of the bridge”; i.e., both the left and right memory cell blocks. Pet. 26 (citing Ex. 1003 ¶¶ 81– 83; Ex. 1005, 9:49–51; 7:61–64), 41 (stating that in the combination, “there Similarly, Thimmegowda emphasizes that the purpose of its bridge is to connect first and second blocks, which desirably replaces prior connection methods that consumed silicon real estate and interfered with the goal of shrinking the sizes or increasing the densities of memory arrays. Ex. 1005, 1:11–25, 3:20–28; Ex. 1003 ¶¶ 79–80 (“allowing a single staircase to access both memory arrays”), 83 (“a stairstep electrically couples to a respective gate layer (wordline) in both of the blocks on the right and left”). Dr. Banerjee also underscores the importance of using both arrays, stating that the combination relies on “Thimmegowda’s bridge and array architecture (to drive two memory arrays with one wordline via)” as part of the reasonable expectation of success in such a combination Ex. 1003 ¶¶ 102, 113. Petitioner and Dr. Banerjee rely upon the motivation of reducing punch-through, because punch-through causes “yield loss”; i.e., loss of the usability of the wordlines connected by the punch-through. Ex. 1003 ¶ 103; Pet. 35. However, such advantage is premised on retaining both arrays, and neither Petitioner nor Dr. Banerjee explains how the advantages of reducing punch-through should be weighed against a disadvantage of losing access to one of the two arrays. Nor do Petitioner and Dr. Banerjee discuss how the advantages of metal gate replacement should be weighed against losing access to one of the two arrays.4 Patent Owner’s declarant, Dr. Giapis, attests to the undesirability of such a combination, in which one array 4 Additionally, the claims of the ’604 patent do not require a metal conductor portion; Petitioner does not explain why gate replacement to a metal conductor from a polysilicon conductor, described as used in Lee’s “memory device at large,” (Pet. 40) is a benefit associated with Lee’s finger teaching relevant to the claims. Ex. 2007 ¶¶ 50–54. We agree with Patent Owner that the advantage of preventing individual wordlines from becoming unusable because of punchthrough would be outweighed by the loss of half of the wordlines if one of the memory arrays were to become unavailable because its connections were removed.” slip op. at 15
- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Not reached
“III. DISCRETION UNDER 35 U.S.C. § 314(a) Patent Owner argues that the Board should exercise its discretion to deny institution under 35 U.S.C. § 314(a) based on the factors set forth in Apple Inc. v. Fintiv, Inc., IPR2020-00019, Paper 11 at 6 (Mar. 20, 2020) additional briefing. Papers 12, 14. Because we determine that Petitioner has not shown a reasonable likelihood of success on the merits of its obviousness contentions, we need not resolve whether Fintiv would require discretionary denial of the Petition.6” slip op. at 23
- Skill levelSkill level petitioner adoptedOther
“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) 2 We apply AIA 35 U.S.C. § 103 to the ’604 patent because it was filed after, and never claimed the benefit of an effective filing date before, March 16, 2013. Ex. 1001, codes (22), (63); Pet. 6. 3 Neither party presents evidence or arguments regarding objective evidence of non-obviousness. Pet. 89; Prelim. Resp. level of skill, knowledge, and experience (e.g., an advanced degree may replace some of the professional experience).” Pet. 34 (citing Ex. 1003 ¶¶ 40–43). 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 provide any such assessment in its Preliminary Response. Prelim. Resp. 10. 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 ’604 patent and the prior art of record.” slip op. at 6
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 11,450,604 - PTAB · Apr 25, 2025 · IPR2024-00793 · APJ Jo-Anne M Kokoski · IPR · Rehearing
The Board denied Micron’s rehearing requests, finding no misapprehension or overlooked matter in its denial of institution based on the failure to show the challenged claims obvious.
RulingsRehearing decision- RehearingRehearing, deniedDenied
“Petitioner’s own formulations of the grounds based on either Seo or Nam in combination with Choi posit the alternative theories that either Seo or Nam alone disclose Limitation [1.D], or the combination of either Seo or Nam with Choi teaches this limitation. Although Petitioner did not invoke inherency by name for the theories based on Seo or Nam alone, this is, in effect, the nature of Petitioner’s assertions, namely, voltage differentials in Seo and Nam would inherently remove fast charges. For example, with respect to Seo, Petitioner argues that “Seo teaches having a higher voltage on unselected WLs (e.g., adjacent WLs to the selected WL) during the first time period,” and “the ’342 patent recognizes [that] this voltage differential removes fast charges.” Pet. 35–36 (citing Ex. 1001, 12:24–34; Ex. 1003 ¶¶ 129–131) (emphasis omitted); see also id. at 82–83 (relying on the ’342 patent to support the contention that Nam teaches Limitation [1.D] because Nam “teaches having a higher voltage on unselected WLs (including WLs adjacent to the selected WL) relative to the selected WL during the first time period” (citing Ex. 1001, 12:24–34) (emphasis omitted)). Petitioner does not argue that Seo and Nam expressly disclose removing fast charges or sufficiently explain how a POSITA would have understood that the procedures used in Seo and Nam would have removed fast charges; instead, Petitioner effectively argues that removing fast charges is the inherent result of applying the voltage differential. See, e.g., Pet. 36 (stating Seo would have been understood to disclose “performing its read operation on chargetrap memories, which removes fast charges”).” slip op. at 5
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“Petitioner’s reliance on Choi does not cure the deficiencies set forth above. Petitioner asserts that “Choi explains the primary mechanism and unwanted impact of fast-charge loss on verification,” which provides the motivation “to use Seo’s and Nam’s methods to achieve fast charge removal to improve verification.” Req. 7 n.1. But again, Petitioner does not sufficiently explain how a POSITA, looking at Choi, would have understood that either Seo’s or Nam’s techniques result in fast charge removal. In other words, even if Choi teaches the impact of fast-charge loss on verification, Petitioner fails to sufficiently show that a POSITA would have understood that either Seo or Nam teach or suggest fast charge removal. It was Petitioner’s burden to establish that Seo and Nam, alone or in combination with Choi, disclose Limitation [1.D]. We are not persuaded that we misapprehended the nature of Petitioner’s argument when we determined that Petitioner did not meet that burden.” slip op. at 7
- BurdenDecided for patent owner
“It was Petitioner’s burden to establish that Seo and Nam, alone or in combination with Choi, disclose Limitation [1.D]. We are not persuaded that we misapprehended the nature of Petitioner’s argument when we determined that Petitioner did not meet that burden.” slip op. at 7
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“Petitioner’s reliance on Choi does not cure the deficiencies set forth above. Petitioner asserts that “Choi explains the primary mechanism and unwanted impact of fast-charge loss on verification,” which provides the motivation “to use Seo’s and Nam’s methods to achieve fast charge removal to improve verification.” Req. 7 n.1. But again, Petitioner does not sufficiently explain how a POSITA, looking at Choi, would have understood that either Seo’s or Nam’s techniques result in fast charge removal. In other words, even if Choi teaches the impact of fast-charge loss on verification, Petitioner fails to sufficiently show that a POSITA would have understood that either Seo or Nam teach or suggest fast charge removal.” slip op. at 7
§ 103 obviousnesscites KSR · GrahamPatents in suitUS 11,600,342 - PTAB · Apr 25, 2025 · IPR2024-00912 · APJ Jo-Anne M Kokoski · IPR · Rehearing
The Board denied Micron’s rehearing requests, leaving institution denied because the petitions did not show that the prior-art combinations disclose or render obvious fast-charge removal.
RulingsRehearing decision- RehearingRehearing, deniedDenied
“II. STANDARD OF REVIEW When rehearing a decision on institution, we do not review the merits of the decision de novo, but instead review the decision for an abuse of discretion. 37 C.F.R. § 42.71(c). An abuse of discretion may be determined “if a decision is based on an erroneous interpretation of law, if a factual finding is not supported by substantial evidence, or if the decision represents an unreasonable judgment in weighing relevant factors.” Arnold Partnership v. Dudas, 362 F.3d 1338, 1340 (Fed. Cir. 2004) (citing In re Gartside, 203 F.3d 1305, 1315–16 (Fed. Cir. 2000)). The party requesting rehearing has the burden to show that the decision should be modified. 37 C.F.R. § 42.71(d). Additionally, the request for rehearing “must specifically identify all matters the party believes the Board misapprehended or overlooked, and the place where each matter was previously addressed in a motion, an opposition, or a reply.” Id.” slip op. at 3
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“It was Petitioner’s burden to establish that Seo and Nam, alone or in combination with Choi, disclose Limitation [1.D]. We are not persuaded that we misapprehended the nature of Petitioner’s argument when we determined that Petitioner did not meet that burden.” slip op. at 7
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“determined that the combinations of Seo or Nam with Choi were not persuasive. Dec. 14–15, 19–20. For example, we determined that “Dr. Liu’s statement that ‘[a] POSITA would have recognized that the lateral-electrical-field-inducing voltage differential, as Seo discloses, is what Choi describes as driving the lateral fast-charge loss,’ is not supported by objective evidence or sufficient explanation as to why a POSITA would have come to that understanding” and was therefore insufficient to support Petitioner’s asserted motivation to combine Seo with Choi. Id. at 14–15. In particular, we were not persuaded that “Seo creates a large lateral electric field like the one described in Choi,” and, in any case, we disagreed that “Choi teaches that a large lateral electric field removes fast charges.” Id. at 15. Accordingly, regardless of the duration of the voltage application described in Seo, Petitioner failed to show that the combination of Seo and Choi would result in removal of fast charges. We further determined that Petitioner’s combination of Nam with Choi was problematic for similar reasons, given Petitioner’s reliance on similar arguments. See id. at 20.” slip op. at 10
- Expert testimonyPetitioner expert discountedOther
“the knowledge of one of ordinary skill in the art relating to charge-trap memory devices demonstrates fast charge removal. See Pet. 36, 81–82. And although Petitioner cites its declarant, Dr. Liu, for the proposition that “Seo discloses, and would have been understood to disclose, performing its read operation on charge-trap memories, which removes fast charges,” Dr. Liu does not cite objective evidence to support this assertion, aside from the ’342 patent itself. Id. at 36 (citing Ex. 1003 ¶ 136). Moreover, Dr. Liu’s testimony simply circles back to logic similar to that relied on with respect to the inherency theory, namely that, given certain similarities between Seo and the ’342 patent, Seo removes fast charges because the ’342 patent teaches removing fast charges, even though Seo does not explicitly teach doing so. See Ex. 1003 ¶ 136 (“[A] POSITA would have immediately understood from reading Seo that Seo is disclosing its read operation as applicable to Flash memories, including Flash charge-trap memories. And as the ’342 states, Seo’s operation would remove fast charges in a charge-trap memory.” (citing Ex. 1001, Abstract)). As already discussed, we disagree with this logic based on the lack of sufficient evidence to support its conclusion. See Dec. 13 (“Petitioner and Dr. Liu do not provide any objective evidence or explanation as to how or why a POSITA would have understood that Seo’s voltage amounts applied during Seo’s time periods operate the same way [as in the ’342 patent] on Seo’s memory device to generate fields with sufficient magnitude and duration to remove fast charges.”). Petitioner’s assertions regarding Nam suffer from the same shortcomings. See Dec. 19–20; Pet 82 (“[A] POSITA would have found that Nam’s teachings are applicable to charge-trap devices”); Ex. 1003 ¶¶ 293–298.” slip op. at 8
§ 103 obviousnesscites KSR · GrahamPatents in suitUS 11,600,342 - PTAB · Apr 22, 2025 · IPR2024-00910 · APJ Jo-Anne M Kokoski · IPR · Rehearing
The Board denied Micron’s rehearing request, leaving institution denied because the Petition did not show a reasonable likelihood that claims 7–10 were obvious over Park.
RulingsRehearing decision- RehearingRehearing, deniedDenied
“II. STANDARD OF REVIEW When rehearing a decision on institution, we do not review the merits of the decision de novo, but instead review the decision for an abuse of discretion. 37 C.F.R. § 42.71(c). An abuse of discretion may be determined “if a decision is based on an erroneous interpretation of law, if a factual finding is not supported by substantial evidence, or if the decision represents an unreasonable judgment in weighing relevant factors.” Arnold Partnership v. Dudas, 362 F.3d 1338, 1340 (Fed. Cir. 2004) (citing In re Gartside, 203 F.3d 1305, 1315–16 (Fed. Cir. 2000)). The party requesting rehearing has the burden to show that the decision should be modified. 37 C.F.R. § 42.71(d). Additionally, the request for rehearing “must specifically identify all matters the party believes the Board misapprehended” slip op. at 2
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner
“dummy source structure might not even be an inoperable structure,” and therefore “the ’872 Patent does not use ‘dummy’ to exclude the dummy source structure from being an operable, functioning element.” Ex. 1003 ¶ 85 (citing Ex. 1001, 5:41–43, 16:63–66). In support of his testimony, Dr. Banerjee points to the Specification’s teaching that “[i]n some embodiments, one or more dummy source structures are in contact with the substrate and may provide interconnect between the 3D memory device and peripheral devices” (Ex. 1001, 5:41–43), and “[w]hen conductive materials are used to fill dummy source hole 212 (e.g., contact 224), the dummy source structure 246 may function as an interconnect to connect 3D memory device 100 with other peripheral devices” (id. at 16:63–66), which we considered and relied upon in construing “dummy source structure” in the Decision. Dec. 11–13. None of the functions identified by Dr. Banerjee, however, relate to whether the dummy source structure would function as a source to the memory cells. Specification consistently describes that function as an interconnect with other peripheral devices, and does not teach or suggest that the dummy source structure may function to provide source to the memory cells. See Ex. 1001, 5:40–43 (“In some embodiments, one or more dummy source structures are in contact with the substrate and may provide interconnect between the 3D memory device and peripheral devices.”), 11:46–48 (“In some embodiments, dummy source structures 178 may function as interconnects to connect 3D memory device 100 with other peripheral devices.”), 16:63–66 (“When conductive materials are used to fill dummy source hole 212 (e.g., contact 244), the dummy source structure 246 may function as an interconnect to connect 3D memory device 100 with other peripheral devices.”). Our construction of “dummy source structure” is consistent with the Specification, and does not foreclose the dummy source structure from being operational, for example, as an interconnect to peripheral devices. Nor is it inconsistent with the Specification’s teaching that “[i]n some embodiments, dummy source structure 246 may not connect to channel structures in the inner region.” See Req. 11 (citing Ex. 1001, 16:38–44). In the case where the dummy source structure connects with the channel structures, the other end may connect with peripheral devices, or may be a dead end. Thus, even if the dummy source structure is operable as an interconnect to connect the 3D memory device with other peripheral devices, it does not follow that a dummy source structure would function as an interconnect to a supply that provides source to the memory cells. For these reasons, we are not persuaded that we abused our discretion in our construction of the term “dummy source structure.”” slip op. at 5
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“(Paper 14, “Request” or “Req.”) of our Decision (Paper 13, “Decision” or “Dec.”) denying institution of an inter partes review of claims 7–10 (“the challenged claims”) of U.S. Patent No. 10,861,872 B2 (Ex. 1001, “the ’872 patent”). The Request challenges our determination that the information presented in the Petition did not establish a reasonable likelihood of showing that claims 7–10 would have been obvious over the teachings of Park.1 Dec. 19–23.” slip op. at 2
Claim constructionPatents in suitUS 10,861,872 - Whatfix Inc. v. Walkme Ltd.No claims unpatentablePTAB · Mar 28, 2025 · IPR2024-00065 · APJ Charles J Boudreau · IPR · Final written decision
Claims 1–20 were not shown unpatentable under the Symons and Williams, Allen, or Krishnan and Radhakrishnan obviousness grounds.
RulingsFinal written decision- Skill levelSkill level patent owner adoptedDecided for patent owner
“Petitioner proposes that a “person of ordinary skill in the art (‘POSITA’) in the field of the ’317 patent would have [had a] bachelor’s degree in engineering or computer science and two years of experience working on NLP [natural language processing] or automation processes” or “[a]lternatively . . . would have [had] five to six years of experience working on NLP or automation processes.” Pet. 6 (citing Ex. 1003 ¶¶ 43–45). We adopted Petitioner’s proposal for purposes of the Decision on Institution, explaining that it appeared to be consistent with the evidence of record, including the asserted prior art and the ’317 patent. Dec. 12. is inconsistent with the asserted Symons prior art and with factors (4)–(6) set forth in Daiichi Sankyo. PO Resp. 20–21 (citing Ex. 2002 ¶¶ 36–45). According to Patent Owner, the technology of the ’317 patent was “evolving rapidly” and the level of sophistication in the technology was “relatively low” in November 2017. Id. at 21–22 (citing Ex. 1004, 1–2; Ex. 1009, 2; Ex. 2002 ¶ 42; Ex. 2003 (transcript of June 26, 2024, deposition of Dr. Beigi), 141:2–9, 191:18–197:5; Ex. 2007; Ex. 2008). Further, Patent Owner contends, “[a]ctive work[ers] in the field, like Symons,[8] had less experience than [Dr. Beigi] proposed.” Id. at 22 (citing Ex. 2002; Ex. 2003, 112:12–24). Accordingly, Patent Owner argues, “[t]he evidence of record demonstrates a more appropriate level of skill would [be] a worker who had some education, formal or informal, in computer science and 1–2 years’ work experience with chatbots using NLP and/or automation processes.” Id. (emphasis omitted) (citing Ex. 1003 ¶ 44; Ex. 2002 ¶ 44; Pet. 5–6). “Under Patent Owner’s more appropriate analysis,” Patent Owner contends, “Dr. Beigi’s interpretation of what a POSITA would understand are overstated,” as “[h]e expects a POSITA to have ‘more experience’ (like himself) and apply a more ‘technically correct’ (in his view) understanding of the prior art than less skilled authors and artisans would have understood.” Id. (citing Ex. 2003, 141:2–9, 191:18–197:5). Nonetheless, Patent Owner argues, “[s]hould the Board continue to apply Petitioner’s” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“standard as would be used by a district court to construe a claim in a civil action involving the validity or infringement of a patent. 37 C.F.R. § 42.100(b). Under that standard, claim terms are given their ordinary and customary meaning, as would have been understood by a person of ordinary skill in the art at the time of the invention, in light of the language of the claims, the specification, and the prosecution history of record. Id.; Phillips v. AWH Corp., 415 F.3d 1303, 1312–19 (Fed. Cir. 2005) (en banc); Thorner v. Sony Comput. Entm’t Am. LLC, 669 F.3d 1362, 1365–66 (Fed. Cir. 2012). “The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (quoting Vivid Techs., Inc. v. Am. Sci. Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). construction” “[f]or purposes of this Petition.” Pet. 6. Patent Owner similarly represents that “[t]he parties agree that the claim terms used in the ’317 Patent claims have their ‘ordinary and custom[ary] meanings of terms’ as would be understood by a POSITA as of November 5, 2017.” PO Resp. 24. After reviewing the parties’ arguments and evidence, we determine that no express claim construction is necessary. See Realtime Data, 912 F.3d at 1375.” slip op. at 15
- Expert testimonyPatent owner expert creditedDecided for patent owner
“Ex. 1042 ¶¶ 35–37). Further, Petitioner asserts, “the Petition relies on Williams, not Symons, for its teachings of a ‘web-based’ target system.” Id. (citing Pet. 40). Petitioner does not, however, address Patent Owner’s main point, i.e., that the Petition relies on Symons’s illustration of its RPA bot purportedly filling in a text input field in the GUI of the Cronos Email Signature Generator for limitation 1[g] but relies on Symons’s illustration of its RPA bot interacting with a widget in Internet Explorer for limitation 1[h], despite the recitation in limitation 1[h] of “interacting with a widget in the GUI.” See, e.g., PO Resp. 38. Dr. Beigi acknowledges that, “[a]ccording to the ’317 patent, a widget is a GUI element,” and he concludes, with reference to Petitioner’s annotated version of the screenshot from page 13 of Exhibit 1006 reproduced above, that “Symon[s]’s GUI button is a widget in a GUI.” Ex. 1003 ¶ 100 (emphasis added) (citing Ex. 1001, 10:19–21). But neither the Petition, nor the Reply, nor Dr. Beigi’s testimony persuasively explains how a dialog box in Internet Explorer teaches or suggests a widget in the Cronos GUI. The Reply’s contention that “the Petition relies on Williams . . . for its teachings of a ‘web-based’ target system” is unavailing, because the issue is not whether either the Cronos program or Internet Explorer is “web-based”12 but whether Petitioner has identified a teaching or suggestion of an implementation of an automation process that fills in a text input field in a GUI of a web-based target system and interacts with a widget in the same GUI. 12 In this regard, we credit Mr. Zatkovich’s statement that Internet Explorer is local to and resident on the user’s computer. Ex. 2002 ¶¶ 161–162; cf. Ex. 2003, 219:24–220:5 (Dr. Beigi testifying that he is “not sure where this Windows software is running”).” slip op. at 39
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundReasonable expectation not foundNot shown unpatentable
“Petitioner’s reasoning fails to explain “how the combination of the two references was supposed to work.” See Personal Web Techs., LLC v. Apple, Inc., 848 F.3d 987, 994 (Fed. Cir. 2017). More specifically, Petitioner fails to explain how or why a person of ordinary skill in the art would be motivated to perform Krishnan’s automation process (i.e., fulfilling customer requests) by implementing an “automation process by interacting with a Graphical User Interface (GUI)” and “simulating user input to the GUI,” as purportedly taught by Radhakrishnan. Petitioner’s arguments are focused toward using Radhakrishnan’s RPA bot to perform Krishnan’s customer service requests (i.e., automation process) but fail to explain how Radhakrishnan’s RPA bot’s mirroring of the user’s operations (i.e., the simulation on the displayed user interface) as applied in Krishnan would work or provide sufficient reasoning to do so. See Personal Web, 848 F.3d at 993–994 (“[I]t does not imply a motivation to pick out . . . two references and combine them to arrive at the claimed invention”); In re Kahn, 441 F.3d 977, 986 (Fed. Cir. 2006) (“[M]ere identification in the prior art of each element is insufficient to defeat the patentability of the combined subject matter as a whole”).” slip op. at 60
Patent outcomesUS 11,558,317 not shown unpatentableClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,558,317 - R-Pac International Corporation v. Adasa IncInstitution deniedPTAB · Mar 25, 2025 · IPR2024-01416 · APJ Devon Zastrow Newman · IPR · Institution
The Board denied institution on claims 1–20 under §325(d), finding the challenges relied on previously presented or cumulative art and Petitioner failed to show material Examiner error.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsInstitution denied 325dInstitution denied
“(1) whether the same or substantially the same art previously was presented to the Office or whether the same or substantially the same arguments previously were presented to the Office; and (2) if either condition of first part of the framework is satisfied, whether the petitioner has demonstrated that the Office erred in a manner material to the patentability of challenged claims. Id. at 8.” slip op. at 13
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied 325dInstitution denied
“III. CONCLUSION Taking a holistic view of the totality of the information presented, we determine that the challenges set forth in the Petition are based on the same or substantially the same prior art or arguments previously presented to the Examiner. Moreover, Petitioner does not direct us to information sufficient to establish a material Examiner error. Accordingly, we exercise our discretion under Section 325(d) and do not institute an inter partes review. IV. ORDER In consideration of the foregoing, it is hereby: ORDERED that Petitioner’s request for an inter partes review, pursuant to 35 U.S.C. § 314(a), of claims 1–20 of the ’967 patent is denied, and no trial is instituted.” slip op. at 28
Discretionary denialPatents in suitUS 9,798,967 - Cisco Systems, Inc. v. Scale Video Coding LLCInstitution deniedPTAB · Mar 24, 2025 · IPR2024-01371 · APJ Peter D Shapiro · IPR · Institution
Institution was denied because Petitioner did not show a reasonable likelihood that claims 1–3, 5–8, 10–13, or 15 would have been obvious over either asserted ground.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“We are persuaded by Patent Owner’s arguments that Petitioner has not shown a reasonable likelihood that any of the three cited aspects of Shao- 028 teach or suggest that bandwidth-limited conditions are identified on the link between the video router and the client devices as required by the claims. To the contrary, the only specific discussion of identifying bandwidth in Shao-028 says that it takes place upstream of the video router, rather than downstream in the link in question. See Ex. 1005, 13:39–40. Moreover, the control requests from the client devices do not convey bandwidth conditions at all. We address each of the three arguments from Petitioner on this limitation below.” slip op. at 12
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached
“Accordingly, on this record, Petitioner has not demonstrated a reasonable likelihood that Shao-028 teaches or suggests “identify[ing] bandwidth-limited conditions of an internet protocol network between the video router and a [plurality/set] of video receivers.” As such, Petitioner has not demonstrated a reasonable likelihood that Shao-028 would have rendered independent claims 1, 6 or 11 obvious. As to dependent claims 2, 3, 5, 7, 8, 10, 12, 13 and 15, Petitioner makes no further allegations that would remedy the deficiency discussed above in regards to the independent claims. See Pet. 51–56. As such, Petitioner has not shown a reasonable likelihood that any of claims 1–3, 5–8, 10–13 and 15 would have been obvious over the asserted art in Ground 1. Petitioner in Ground 2 asserts alternative arguments for why independent claims 1, 6 and 11 would have been obvious in view of Shao- 023 and an additional reference Shao-423. Pet. 56–70. Because Ground 2 relies on the same argument for why Shao-023 teaches or suggests the limitation “identify[ing] bandwidth-limited conditions of an internet protocol network between the video router and a [plurality/set] of video receivers,” see Pet. 56, we determine that Petitioner has not demonstrated a reasonable likelihood of prevailing on Ground 2 for the same reasons discussed above for Ground 1.” slip op. at 19
§ 103 obviousnesscites PhillipsPatents in suitUS 11,019,372
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.