- Caption Health, Inc v. University Of British ColumbiaInstitution deniedPTAB · Dec 19, 2025 · IPR2025-01066 · APJ Mary C Hoffman · IPR · Institution
Institution was denied because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable, including failure to show the claimed image-receiving quality-assessment neural network.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314; 37 C.F.R. § 42.4(a). Under 35 U.S.C. § 314(a), an inter partes review may not be instituted “unless . . . the information presented in the petition . . . and any response . . . 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.” Based on the current record and for the reasons explained below, Petitioner has not demonstrated a reasonable likelihood of prevailing with respect to at least one of the challenged claims of the ’591 patent. Thus, we do not institute this inter partes review.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Because Petitioner’s formulation is supported by declaratory testimony and appears consistent with the level of skill reflected in the asserted prior art and the ’591 patent, and because Patent Owner does not provide any supporting evidence, we adopt Petitioner’s formulation of the level of ordinary skill in the art. See Ex. 1002 ¶¶ 31–33. Our decision would be the same regardless of the differences between Petitioner’s and Patent Owner’s formulations.” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“The parties do not propose any express claim construction. Pet. 11– 12; Prelim Resp. 17. We also determine that no express claim construction is necessary for our Decision, apart from that discussed in our below analysis. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (holding that only terms in controversy must be construed “and only to the extent necessary to resolve the controversy”) (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundReasonable expectation not foundNot shown unpatentable
“Petitioner also fails to provide sufficient rationale and a reasonable expectation of success in combining Krishnan and Lee to arrive at a quality assessment neural network configured to receive an image. See Pet. 34–37. For example, the Petition lacks an explanation of why a POSITA would have been motivated to modify Krishnan’s quality assessment neural network to be configured to receive an image, instead of extracted features, in view of Lee’s image-receiving category classifying neural network. Id. Without such further explanation, Petitioner’s challenge falls short. Petitioner’s argument that neural networks for image quality assessment were “well-known” is not persuasive—it does not address the particular scope of limitation 1i, which also requires that the neural network is configured to receive images. Pet. 35 (citing Ex. 1002 ¶¶ 47–51, 118; Exs. 1017, 1023, 1024, 1026). Petitioner’s argument that combining Krishnan and Lee “would merely amount to applying known work from the field . . . to yield predictable results” is not persuasive because the Petition ties this reasoning to modifying Krishnan with Lee’s view-category-specific assessment parameters, not modifying Krishnan’s quality assessment neural network to receive images instead of extracted features. Id. at 37 (citing Ex. 1002 ¶ 126). Lastly, we note Petitioner’s expert’s discussion regarding neural networks for image quality assessments. Ex. 1002 ¶¶ 43–53 (citing Exs. 1010, 1015, 1016, 1017, 1018, 1023, 1024, 1026). However, the Petition does not explain how this evidence demonstrates that the proposed combination teaches or suggests a quality assessment neural network configured to receive images, or that such would have been obvious in the context of the claimed invention. See Pet. 32–37.” slip op. at 19
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,129,591 - Shenzhen Tuozhu Technology Co. Ltd. v. Stratasys, Inc.Institution deniedPTAB · Oct 6, 2025 · IPR2025-00585 · APJ Lilan Ren · IPR · Institution
The Board denied institution on claims 1–6, 10–19 because claim 1’s scope is ambiguous and the petition did not show a reasonable likelihood of prevailing on any asserted obviousness ground.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. See 35 U.S.C. § 314 (2024); 37 C.F.R. § 42.4(a) (2024). Institution of an inter partes review requires that “the information presented in the petition . . . and any response . . . 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). For the reasons set forth below, we determine that the scope of claim 1 is ambiguous and that there is not a reasonable likelihood that Petitioner will prevail with respect to at least one challenged claim, and we deny inter partes review.1” slip op. at 2
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownOther
“distinguishes and contrasts build material property from operational parameters. The diagnostic test passage therefore only describes a diagnostic test of the build material property but does not describe a subsequent diagnostic test to assess whether an operational parameter is suitable for the printer. Based solely on the diagnostic test passage and the prosecution history, a possible interpretation may be that the operational parameter determination in claim element 1b encompasses the diagnostic testing in claim element 1c. That is, “performing a diagnostic test to determine whether the operational parameter is suitable for the three-dimensional printer” in claim element 1c is subsumed as part of “determining an operational parameter of a fabrication process using the three-dimensional printer based upon the data, the operational parameter including at least one of a build platform temperature, a build volume temperature, an infill requirement, a rafting requirement, a support structure requirement, and a cooling requirement” in claim element 1b.” slip op. at 15
- Disclosure Requirements (§112) › Written description (Ariad)Not entitled to earlier dateOther
“benefit of the filing date of an earlier filed application only if the disclosure of the earlier application provides support for the claims of the later application, as required by 35 U.S.C. § 112.” PowerOasis, Inc. v. T-Mobile USA, Inc., 522 F.3d 1299, 1306 (Fed. Cir. 2008); see also Research Corps. Techs. v. Microsoft Corp., 627 F.3d 859, 871–72 (Fed. Cir. 2010) (holding that claims of the later-filed application, which were not limited to a “blue noise mask,” were “not entitled to claim the benefit of their parent applications’ filing dates”); ICU Med., Inc. v. Alaris Med. Sys., 558 F.3d 1368, 1377–78 (Fed. Cir. 2009) (holding that “spikeless” claims “added years later during prosecution” were not supported by the specification which “describe[d] only medical valves with spikes”); Tronzo v. Biomet, Inc., 156 F.3d 1154, 1158–60 (Fed. Cir. 1998) (holding the generic shaped cup claims of the later-filed child application were not entitled to the filing date of the parent application that “disclosed only a trapezoidal cup and nothing more”). “To satisfy the written description requirement the disclosure of the prior application must convey with reasonable clarity to those skilled in the art that, as of the filing date sought, [the inventor] was in possession of the invention.” PowerOasis, 522 F.3d at 1306 (emphasis omitted; alteration in original). The sufficiency of written description support is based on “an objective inquiry into the four corners of the specification from the perspective of a person of ordinary skill in the art.” Ariad Pharm., Inc. v. Eli Lilly & Co., 598 F.3d 1336, 1351 (Fed. Cir. 2010) (en banc).” slip op. at 20
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that a person of ordinary skill in the art in the field in the relevant time frame would have had “(1) at least a bachelor’s degree in Mechanical Engineering, Computer Engineering, Chemical Engineering, Materials Science, or a related field, and (2) at least two years of research or industry experience in 3D printing or materials used for 3D printing.” Pet. 5 (citing Ex. 1003 ¶ 20). Petitioner also contends that “[a]dditional experience could substitute for a formal degree or formal training (and vice versa).” Id. (citing the same). Patent Owner contends that an ordinarily skilled artisan “would have had a bachelor’s degree in Mechanical Engineering, Computer Engineering, Electrical Engineering, Chemical Engineering, Materials Science, or a comparable field and at least two years of experience related to 3D printing, with additional experience potentially being a substitute for a formal degree or training (and vice versa).” Prelim. Resp. 12. For purposes of this decision, we adopt Petitioner’s definition of the level of ordinary skill in the art as it appears unopposed and consistent with the disclosures of the ’464 patent and the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 9
Claim construction§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 11,167,464 - Micron Technology, Inc. v. Yangtze Memory Technologies Co., Ltd.Institution deniedPTAB · Aug 8, 2025 · IPR2025-00244 · APJ Kimberly Mcgraw · IPR · Institution
The Board denied institution because the petition did not sufficiently show that Costa disclosed or suggested claim 11.H’s required arrangement, and the dependent claims did not cure that deficiency.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“In view of these deficiencies, the Petition fails to identify the proposed grounds for review with particularity as required by 35 U.S.C. § 312(a)(3) with respect to the limitations of independent claim [11.H]. Petitioner presents no arguments or evidence with respect to the dependent claims challenged under this ground that would remedy the defects noted above with respect to independent claim 11. See generally Pet. Thus, Petitioner has failed to demonstrate a reasonable likelihood that the subject matter of claims 11, 12, or 14–19 would have been obvious over Costa.” slip op. at 23
- BurdenDenied
“3. Analysis A petition is required to identify “with particularity[ ] the grounds on which the challenge to each claim is based, and the evidence that supports the grounds for the challenge.” 35 U.S.C. § 312(a)(3). The “petition . . . must include . . . [a] full statement of the reasons for the relief requested, including a detailed explanation of the significance of the evidence”). 37 C.F.R. § 42.22(a)(2). Our rules require that a petition include fully developed arguments. See 37 C.F.R. § 42.22(a)(2) (the “petition . . . must include . . . [a] full statement of the reasons for the relief requested, including a detailed explanation of the significance of the evidence”). The petition must include both an adequate explanation of how the claims should be construed as well as how the construed claims are unpatentable over the asserted prior art. 37 C.F.R. § 42.104(b)(3), (b)(4). Additionally, the “petition must specify where each element of the claim is found in the prior art.” 37 C.F.R. § 42.104(b)(4). A petition should also “explain why a person of ordinary skill in the art would have combined elements from specific references in the way the claimed invention does.” ActiveVideo Networks, Inc. v. Verizon Comm'ns, Inc., 694 F.3d 1312, 1328 (Fed. Cir. 2012). Thus, based on our rules, we only consider fully developed arguments set forth in the petition.” slip op. at 16
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITANot reached
“arguments. See, e.g., id. at 34–35 (arguing that “on” does not require overlap in the Z direction but “includes both objects that are merely touching (in any dimension) and objects that are in proximity to each other but not touching” (citing Ex. 1078, 1; Ex. 1001, 8:3–12)); see also id. at 36–38 (arguing that if “on” is construed to mean “directly on or on with an intermediate feature or layer therebetween,” then Costa’s second stacked layer 232, 242 and third channel structure (173) are “directly on” each other, because their edges are directly touching each other). The Petition, however, does not clearly present any of the claim construction arguments set forth in the Opposition Brief. See Paper 22 (not clearly identifying where the Petition provides the proposed claim construction); see generally Pet.; see also Pet. 33, 43, 56 (arguing “on” does not require “directly on” and permits intermediate layers but not presenting any of the other claim construction arguments set forth in the Opposition Brief). Nor did the Petition provide any particularized argument as to how Costa discloses or suggests a second stacked layer disposed on the third channel structure applying any of the claim constructions proposed in the Opposition Brief. See generally Pet. (presenting no argument that Costa’s second stacked layer 232, 242 is “on” semiconduction portion layer 173 (the asserted third channel structure) because they touch each other as shown above in Petitioner’s annotation of Costa Figure 21A). We will not consider any arguments not sufficiently set forth in the Petition. See 37 C.F.R. § 42.104(b)(3) (“the petition must set forth . . . [h]ow the challenged claim is to be construed”); 37 C.F.R. § 42.104(b)(4) (“the petition must set forth . . . [h]ow the construed claim is unpatentable”).” slip op. at 19
- Parallel petitionsNot reached
“Because we determine that Petitioner did not show a reasonable likelihood that it would prevail on the merits, we do not address Patent Owner’s parallel petitions argument.” slip op. at 23
Claim constructionDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 10,886,291 - Micron Technology, Inc. v. Yangtze Memory Technologies Co., Ltd.Institution deniedPTAB · Aug 8, 2025 · IPR2025-00245 · APJ Michael T Cygan · IPR · Institution
Institution was denied because Petitioner did not show a reasonable likelihood that claims 11, 13, and 15–17 would have been obvious over Costa or Costa and Oh.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“§ 42.4(a), we may only institute an inter partes review when “the information presented in the petition . . . and any response . . . 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); see also 37 C.F.R. § 42.108(c). Based upon our review of the present record, Petitioner has not sufficiently shown a reasonable likelihood it will prevail with respect to at least one of the challenged claims. Accordingly, we do not institute inter partes review.” slip op. at 2
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner states that none of the claims require express construction and the claims should receive their plain and ordinary meaning. Pet. 23. Patent Owner argues that no claim construction is necessary for the institution determination, and that the Petition “still fails if the claim term ‘on’ receives its plain and ordinary meaning -- e.g., physically in contact with or directly on top of with intervening objects therebetween.” Prelim. Resp. 20 (citing Ex. 2006 ¶ 66). Although Patent Owner argues that Petitioner has construed “on” as including indirectly on; i.e., where there is no physical contact, the Petition addressed now-disclaimed claim 18, and the Petition does not advance any construction for the remaining claims. See id. at 16–17 (citing Pet. 92; Ex. 1003 ¶ 258). Consequently, we determine that no construction is required to resolve the issues for institution.” slip op. at 7
- Skill levelSkill level petitioner adoptedOther
“we consider the level of ordinary skill at the time of filing. 35 U.S.C. § 103; see also Graham v. John Deere Co., 383 U.S. 1, 17 (1966) (discussing pre- AIA obviousness). Petitioner contends that a person of ordinary skill in the art (“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) monolithic 3D structures and NAND memory devices, or an equivalent level of skill, knowledge, and experience (e.g., an advanced degree may replace 1 The Leahy-Smith America Invents Act, Pub. L. No. 112-29, 125 Stat. 284 (2011) (“AIA”), amended 35 U.S.C. § 103. The earliest claimed priority date for the ’241 patent is after the effective date of the applicable AIA amendment. See Ex. 1001, (63). Thus, we refer to the AIA version of 35 U.S.C. § 103. 2 Costa, US 2018/001282771 (filed Feb. 28, 2017, published June 28, 2018) (Ex. 1005, “Costa”). 3 Oh, US 2017/0154892 A1 (filed June 10, 2016, published June 1, 2017) (Ex. 1006, “Oh”). some of the professional experience). Pet. 23–24. Petitioner also 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. (citing Ex. 1003 ¶¶ 36–40). Patent Owner does not take a position on the level of ordinary skill in the art. Prelim. Resp. 11; see also Ex. 2006 ¶ 34 (applying Petitioner’s definition of a POSITA to the opinions set forth in the declaration but reserving the right to opine to an alternative level of a POSITA). At this stage of the proceeding, we adopt Petitioner’s definition of a POSITA as it appears consistent with the level of ordinary skill in the art that is reflected by the prior art of record.” slip op. at 6
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“We agree with Patent Owner that the Petition fails to sufficiently show that Costa teaches a “second stacked layer disposed on the third channel structure” as required by apparatus claim element [11.E]. The Petition asserts that Costa’s second alternating stack 232, 242 is formed “on the top surface of joint-level material layers.” Pet. 64. However, Costa refers to the term “joint-level material layers” as representing layers 175–177, not the asserted third channel structure 173. Ex. 1005 ¶¶ 166, 178, 184–85; see Ex. 2006 ¶ 77. Thus, under Petitioner’s characterization, which is consistent with Costa, Costa’s second alternating stack is not formed on the third channel structure, but instead, “on the top surface of the joint level material layers” that surround the third channel structure. Because Petitioner has not explained how a second alternating stack on the surface of the joint material layers teaches a second alternating stack disposed on the third channel structure, Petitioner has not met its obviousness burden for limitation [11.E].” slip op. at 11
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,482,532 - 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 - Cargill, Incorporated v. Bunge Loders Croklaan USA, LLCRehearing deniedPTAB · Apr 29, 2025 · IPR2024-01360 · APJ Debra L Dennett · IPR · Rehearing
The Board denied Cargill’s rehearing request, leaving institution denied for claims 1, 6–9, and 11–24 because the petition did not show a reason to combine the selected prior-art data without hindsight.
RulingsRehearing decision- RehearingRehearing, deniedDenied
“Upon request for rehearing, we assess a decision on institution “for an abuse of discretion” (37 C.F.R. § 42.71(c) (2020)), which occurs when a “decision was based on an erroneous conclusion of law,” “clearly erroneous factual findings,” or “a clear error of judgment.” PPG Indus. Inc. v. Celanese Polymer Specialties Co., 840 F.2d 1565, 1567 (Fed. Cir. 1988) (citations omitted). The burden of showing a decision should be modified lies with the party challenging the decision. 37 C.F.R. § 42.71(c) (2020). The request 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. Thus, a request for rehearing is not an opportunity merely to disagree with the Board’s assessment of the arguments or weighing of the evidence, or to present new arguments or evidence. We have reviewed Petitioner’s Rehearing Request and carefully considered all the arguments presented. For the following reasons, we are not persuaded that we misapprehended or overlooked any arguments or evidence.” slip op. at 2
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“As discussed in the Decision, “obviousness concerns whether a skilled artisan not only could have made but would have been motivated to make the combinations or modifications of prior art to arrive at the claimed invention.” Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (citing InTouch Technologies, Inc. v. VGO Communications, Inc., 751 F.3d 1327, 1352 (Fed. Cir. 2014)). No matter the result of combining the allegedly “readily available and well-known” information taken from particular examples from the “documentary evidence” with Petrauskaite’s disclosure, a POSITA had to have been motivated to do so at the time the invention was made.1 What is missing from the Petition is the “why.” The only motivating force in this case appears to be hindsight spurring Petitioner on to choose particular examples of palm stearin disclosed in Deffense and the soybean oil in Neff in order to justify its assertion that Petrauskaite discloses the claimed wt% ranges of triglyceride classes.” slip op. at 4
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightMotivation not foundNot shown unpatentableNot shown unpatentable
“artisan not only could have made but would have been motivated to make the combinations or modifications of prior art to arrive at the claimed invention.” Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (citing InTouch Technologies, Inc. v. VGO Communications, Inc., 751 F.3d 1327, 1352 (Fed. Cir. 2014)). No matter the result of combining the allegedly “readily available and well-known” information taken from particular examples from the “documentary evidence” with Petrauskaite’s disclosure, a POSITA had to have been motivated to do so at the time the invention was made.1 What is missing from the Petition is the “why.” The only motivating force in this case appears to be hindsight spurring Petitioner on to choose particular examples of palm stearin disclosed in Deffense and the soybean oil in Neff in order to justify its assertion that Petrauskaite discloses the claimed wt% ranges of triglyceride classes.” slip op. at 4
- Strike new argumentNew argument disregardedDecided for patent owner
“Petitioner’s. We find no instance in the Petition in which “motivation” and “iodine value” are discussed together or linked in any way. The same can be said of Dr. Marangoni’s declaration. And, as noted in the Decision, it was not until the Preliminary Reply that Petitioner argued that specific data on fatty acid wt% used for the conversion calculations were selected to represent “knowledge generally available to one of ordinary skill in the art” due to similarity of the iodine value (“IV”) of the palm stearin (and soybean oil) disclosed in Petrauskaite. See Prelim. Reply 2–3. New evidence or argument in the Preliminary Reply that could have presented earlier is not permitted. On this record, we find Petitioner relies its Rehearing Request on arguments about a motivation to combine, stemming from the significance of iodine values, that were not raised in the Petition. Accordingly, Petitioner fails to support that the Decision misapprehended or overlooked arguments in the Petition about the significance of iodine values.” slip op. at 8
§ 103 obviousnesscites KSR · GrahamPatents in suitUS 7,645,473 - 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 - Arashi Vision (U.S.) LLC (D/B/A Insta360) v. Gopro, Inc.Institution deniedPTAB · Mar 31, 2025 · IPR2024-01434 · APJ Jennifer S Bisk · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that the single claimed design was obvious over the asserted prior-art combinations.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“shown that Chen686, alone or in combination with the various secondary references, teaches or suggests a camera having the same overall visual appearance of the claimed design. Thus, we determine that Petitioner has not demonstrated a reasonable likelihood that it would prevail in challenging the patentability of the ’435 patent’s claim over Chen686 and the asserted secondary references.” slip op. at 30
- Other 314aNot reached
“These deficiencies in analysis raise the question of whether the Petition adequately identifies the number of actual challenges, and evidence supporting each, with the degree of particularity required of petitions in our forum. The Petition does not explain why so many grounds are necessary under the circumstances or why the Board should impose on Patent Owner the burden of defending against so many challenges. See generally Pet. An inter partes review based on 24 distinct grounds raised against a single claim, supported by analysis lacking in particularity, potentially burdens Patent Owner unduly and makes inefficient use of the Board’s resources. See PTAB Consolidated Trial Practice Guide (Nov. 2019),22 56 (“The AIA was ‘designed to establish a more efficient and streamlined patent system that will improve patent quality and limit unnecessary and counterproductive litigation costs.’” (quoting H.R. Rep. No. 112–98, pt. 1, at 40 (2011), 2011 U.S.C.C.A.N. 67, 69 (Post grant reviews were meant to be “quick and cost effective alternatives to litigation”)). Because we understand enough of the Petition’s analysis to address each group of asserted grounds on the merits, we decline to exercise our discretion to deny institution based solely on this issue.” slip op. at 11
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner submits that a designer of ordinary skill in the art at the time of the invention would have had “a bachelor’s degree in industrial design or an equivalent field, or two years of experience designing cameras or camera housings.” Pet. 11 (citing Bressler Decl. ¶¶ 22–24). Patent Owner does not dispute this proposed definition. See generally Prelim. Resp. For purposes of this Decision, we adopt Petitioner’s uncontested proposal regarding a designer of ordinary skill in the art. See Bressler Decl. ¶¶ 22–24.” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner
“In its claim construction section, Petitioner states that the ’435 patent “encompasses a rectangular body with flat faces, a rectangular lens cover extending outward from the front of the body, rectangular buttons/access elements, and rectangles for displays” and “[a]s a whole . . . gives an ordinary designer an overall visual impression of a rectangular design for a camera/camera housing.” Pet. 12 (citing Bressler Decl. ¶¶ 25–26). These descriptions are incredibly general and do not provide an adequate understanding of the overall visual appearance of the claimed design. Moreover, we do not find them helpful in our analysis and, therefore, do not adopt them as a claim construction. Patent Owner does not explicitly address claim construction. See” slip op. at 13
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Graham
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.