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  • PTAB · 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 · Graham
    Patents in suitUS 11,129,591
  • PTAB · Oct 23, 2025 · IPR2025-00814 · APJ Kevin F Turner · IPR · Institution

    The Board denied institution because Petitioner did not show a reasonable likelihood of prevailing on any challenged claim over the asserted obviousness combination.

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

      “if the differences between the claimed subject matter and the prior art are such that the subject matter, as a whole, would have been obvious at the time the invention was made to a person having ordinary skill in the art to which said subject matter pertains. 35 U.S.C. § 103(a); see also KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007). The question of obviousness is resolved based on underlying factual determinations including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) any objective indicia of nonobviousness.7 Graham v. John Deere Co., 383 U.S. 1, 17–18 (1966). An obviousness determination requires finding a reason to combine accompanied by a reasonable expectation of achieving what is claimed in the challenged patent. See Intelligent Bio-Sys., Inc. v. Illumina Cambridge Ltd., 821 F.3d 1359, 1367 (Fed. Cir. 2016). “[A]ny need or problem known in the field of endeavor at the time of invention and addressed by the patent can provide a reason for combining the elements in the manner claimed.” KSR, 550 U.S. at 419–20.” slip op. at 7

    • Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away foundMotivation not foundNot shown unpatentable

      “tripping” as “any motion of a tooth in any direction other than directly toward the desired final position.” Ex. 1004, 4:12–13. Chishti-511 teaches minimizing round-tripping (“teeth are moved in the quickest fashion with the least amount of round-tripping”), but acknowledges that “[r]ound-tripping is sometimes necessary to allow teeth to move past each other.” Id. at 4:9–15. In an attempt to counter Patent Owner’s teaching away arguments, Petitioner relies heavily on Chishti-511’s statement that “[r]ound[-]tripping is sometimes necessary.” See Pet. 29–30; see also Ex. 1003 ¶ 83 (Dr. Yadav relying on Chishti-511). This reliance is unavailing, because as noted above, Chishti-511 defines “round-tripping” more broadly than is claimed here. Indeed, in the ’444 IPR, the Board stated that “the ‘round tripping’ described in Chishti ’511 is something different than the ‘round tripping’ required by the ’444 patent.”10 Ex. 1008, 16. Despite being aware of this prior finding 10 In the ’444 IPR, the Board employed the same construction of “round-tripping” that we use here. Compare Ex. 1008, 6, with Section II.C supra. (see Pet. 6), Petitioner here fails to address the difference between Chishti- 511’s round-tripping and the claimed round-tripping. That is, Petitioner places great weight on Chishti-511’s statement that “round-tripping is sometimes necessary,” but has not established that Chishti-511 contemplates round-tripping as claimed, as opposed to some other, different movement pattern encompassed by Chishti-511’s broader statement about round-tripping.” slip op. at 21

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

      “discussion of “need[ing] collision-free treatment paths,” skilled artisans would have turned to Becker. Pet. 23–24 (citing Ex. 1004, 4:15–22). But on this record, and especially in view of the teachings away from round-tripping, Petitioner does not demonstrate a reasonable likelihood that a skilled artisan would have combined Becker’s movement pattern with the Chishti systems and Sachdeva. In particular, the Petition and supporting materials lack sufficient argument and evidence for us to conclude that a person of ordinary skill in the art would have had reason to apply Becker’s movement pattern in the context of an aligner treatment. Becker is a textbook relating to the orthodontic treatment of impacted teeth. Ex. 1006, 1 (Title). Patent Owner correctly states that “Becker is a different orthodontic treatment modality compared to the Chishti references,” using “braces and numerous brackets, wires, and rubber bands, with the wire-and-bracket systems being attached directly and permanently to the teeth.” Prelim. Resp. 21–22; see also supra Section II.D.4. “Becker involves traditional orthodontic practice: manual, by-eye adjustment of its archwires, elastic thread, and palatal wires by a treating orthodontist in repeated office visits.” Prelim. Resp. 22. Chishti-511, in contrast, uses “treatment planning software” to “pre-stag[e] a series of tooth positions from which a sequence of appliances can be manufactured.” Id. On this record, we agree with Patent Owner that “Becker at best shows that round-tripping was an option in limited circumstances involving wire-and-bracket treatment.” See Prelim. Resp. 3. Petitioner does not direct us to any persuasive evidence that using aligners to effect Becker’s tooth transposition “would be appropriate or even possible.” Id. at 22. As Patent Owner correctly notes, Petitioner does not point to any teaching in Becker regarding aligner treatment or corresponding treatment planning software. Id. at 23. Nor are we directed to any portions of Chishti-511, Chishti-876, or Sachdeva that mention using aligners to transpose teeth. These omissions are important because “[i]n contrast to treatment with braces, in which wires are manually adjusted by the orthodontist to move teeth reactively, aligner treatment involves treatment planning in which a detailed path of teeth is calculated in advance.” Id. at 4. Given these differences, Petitioner has not persuasively explained why Becker’s tooth movement pattern and mechanism would have been of interest to a skilled artisan who was” slip op. at 25

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “as of the August 30, 2006 claimed priority date would have been part of an interdisciplinary team. This team would have included a member with an advanced degree related to dentistry (e.g., BDS, MDS, DDS, DMD) with experience in orthodontics, including 1–3 years of orthodontic training or equivalent experience, and experience using clear aligners. The team may have also included members with a degree in a technical area related to software, graphics, computers, or a related discipline. This technical team member would have had 1–3 years of software development experience. For all team members, more education could substitute for experience and vice versa. Pet. 7–8 (citing Ex. 1003 ¶¶ 23–24; Ex. 1017 ¶¶ 23–25; Ex. 1029; Ex. 1030). At this stage, Patent Owner does not dispute Petitioner’s proposal or offer an alternative proposal. See generally Prelim. Resp. Because Petitioner’s proposed level of ordinary skill in the art appears to be consistent with the cited prior art and is undisputed on this record, we adopt it for purposes of this Decision. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (indicating that the prior art itself may reflect an appropriate skill level).” slip op. at 8

    § 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,456,217
  • PTAB · Oct 23, 2025 · IPR2025-00815 · APJ Cynthia M Hardman · IPR · Institution

    The Board denied institution because ClearCorrect did not show a reasonable likelihood that claims 1–24 would have been obvious over Chishti-511, Chishti-876, Sachdeva, and Becker.

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

      “3. Analysis In view of the arguments and cited evidence, we find on this record that Petitioner has not demonstrated a reasonable likelihood of showing that a person of ordinary skill in the art would have been motivated to combine Becker’s round-tripping with the teachings of the Chishti patents and Sachdeva.” slip op. at 20

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “At this stage, Patent Owner does not dispute Petitioner’s proposal or offer an alternative proposal. See generally Prelim. Resp. Because Petitioner’s proposed level of ordinary skill in the art appears to be consistent with the cited prior art and is undisputed on this record, we adopt it for purposes of this Decision. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (indicating that the prior art itself may reflect an appropriate skill level).” slip op. at 8

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

      “Neither party indicates that any other claim term requires express construction. Only claim terms in controversy need be construed. Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”). For purposes of this Decision, we determine that no other claim term requires construction.” slip op. at 9

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITA

      “Court for the Western District of Texas (see supra Section I.B), they jointly adopted the definition of “round-tripping” set forth in the ’879 patent Specification. Pet. 9; Prelim. Resp. 8; Ex. 1013, 8. The ’879 patent Specification defines “round-tripping” as moving a first tooth out of the path of a second tooth, and once the second tooth has moved sufficiently, moving the first tooth back to its previous position before proceeding to a desired final position of that first tooth. See Ex. 1001, 13:9–13. We adopt this agreed-upon construction for purposes of this Decision.” slip op. at 9

    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,524,879
  • PTAB · Jun 9, 2025 · IPR2025-00044 · APJ Michael J Strauss · IPR · Institution

    The Board denied institution because the Petition violated Rule 42.104(b)(3) and did not show a reasonable likelihood that claims 1–3, 5, and 6 were unpatentable as obvious.

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

      “Accordingly, Petitioner has not identified corresponding structure for performing the recited functions of “optimizing . . . gamma reference voltage levels using means for executing a predetermined algorithm according to a predetermined criteria and data sensed by . . . at least one sensor, wherein said means for executing said predetermined algorithm is separate from [a] display to achieve [a] desired gamma curve” as required under 37 C.F.R. § 42.104(b)(3). Because Petitioner has not provided constructions, either rebutting the presumption that “means for executing” is a means-plus-function term, or identifying corresponding structure if it is a means-plus-function term, Petitioner has violated Rule 104(b)(3).” slip op. at 20

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Petitioner argues that a person of ordinary skill in the art (POSA) “would have had at least a bachelor of science degree in physics, electrical engineering, or the equivalent thereof and three (3) years of experience in circuit design or display technologies.” Pet. 12 (citing Ex. 1003 ¶ 24). According to Petitioner “[s]uch a POSA would have had knowledge of integrated circuits, gamma correction, and storage of gamma correction voltage values within memory, and would have understood how to search available literature for relevant publications.” Id. (citing Ex. 1003 ¶ 24). Patent Owner applies Petitioner’s definition for the purposes of the Preliminary Response. Prelim. Resp. 2. For purposes of this Decision, and based on the current record, we adopt Petitioner’s assessment of the level of skill for one of ordinary skill in the art. Pet. 12. This assessment is consistent with the ’788 Patent and the asserted prior art, and we apply it in our analysis below.” slip op. at 8

    • BurdenDecided for patent owner

      “Accordingly, Petitioner has not identified corresponding structure for performing the recited functions of “optimizing . . . gamma reference voltage levels using means for executing a predetermined algorithm according to a predetermined criteria and data sensed by . . . at least one sensor, wherein said means for executing said predetermined algorithm is separate from [a] display to achieve [a] desired gamma curve” as required under 37 C.F.R. § 42.104(b)(3). Because Petitioner has not provided constructions, either rebutting the presumption that “means for executing” is a means-plus-function term, or identifying corresponding structure if it is a means-plus-function term, Petitioner has violated Rule 104(b)(3).” slip op. at 20

    • Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for patent owner

      “and 5 recites “means for executing.” Ex. 1001, 7:36–40, 8:35–37. The use of the term “means” creates a rebuttable presumption that 35 U.S.C. § 112 ¶ 6 applies. See Williamson, 792 F.3d at 1348. Consistent with Patent Owner’s arguments (Prelim. Resp. 36–39), the Petition does not address the presumption and, more specifically, the Petition does not provide any argument or evidence as to why the presumption is rebutted. Furthermore, even if we were to consider Petitioner’s newly presented argument that “[t]he plain and ordinary meaning of ‘means for executing a predetermined algorithm . . . ’ connotes a general-purpose processor, which is understood as structure sufficient to perform the function” (Pet. Reply 5), such argument is not persuasive as it is not supported by evidence earlier presented in the Petition or otherwise. Furthermore, even if the plain and ordinary meaning of means for executing a predetermined algorithm were a general-purpose processor, for a computer implemented means-plus-function term the corresponding structure must be the specific algorithm implemented by the processor as argued by Petitioner. Pet. Reply 6.” slip op. at 16

    Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · Graham
    Patents in suitUS 7,557,788
  • PTAB · May 14, 2025 · IPR2024-01389 · APJ David C Mckone · IPR · Institution

    The Board denied institution for claims 1–4 because Petitioner did not show a reasonable likelihood of establishing unpatentability under 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 (2016); 37 C.F.R. § 42.4(a) (2019). 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 explained below, we do not institute an inter partes review of the ’000 patent.” slip op. at 2

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

      “We construe a 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), including construing the claim in accordance with the ordinary and customary meaning of such claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent.” 37 C.F.R. § 42.100(b) (2019); see also Phillips v. AWH Corp., 415 F.3d 1303 (Fed. Cir. 2005) (en banc). Neither party proposes construing any claim term. Pet. 6; Prelim. Resp. 36. Based on the record before us, we do not find it necessary to provide express claim constructions of any claim terms. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’”) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 7

    • Skill levelSkill level board ownOther

      “3 The parties do not dispute that a skilled artisan “would have had a B.S. degree in Computer Science, Computer Engineering, or equivalent experience relating to computing, as well as two to three additional years of academic or industry experience related to web application development and data visualization services.” Pet. 6 (citing Ex. 1003 ¶ 85); Prelim. Resp. 35– 36. 4 The record does not include allegations or evidence of objective indicia of nonobviousness.” slip op. at 8

    • Expert testimonyPetitioner expert discountedPatent owner expert creditedOther

      “connotes interactivity, and does not explain why a “Data Animation Effect” would be interactive.6 These aspects of Figure 53 do not appear to show interactivity. Thus, the issue is whether selecting a choice other than “Hide” for “Scroll buttons” in box 710 of Figure 53 adds to chart 840, once published, a feature that allows a user to interact with that chart via scrolling, or whether “Scroll buttons” refers to some other feature of the configuration process (such as the scroll buttons shown in Figure 53 for scrolling through the various charts in the layout). Both experts provide conclusory testimony stating how they view Figure 53. Ex. 1003 ¶ 181 (“For example, Figure 53 of Rostoker shows the ‘Configure Chart View’ toolbar, which includes multiple ‘interactive’ features, such as making the chart ‘Selectable’ (suggesting interactivity using an input device such as a mouse), including ‘Scroll buttons’ to scroll the chart, and adding ‘Data Animation[s].’”); Ex. 2001 ¶ 141 (“Schmandt relies on the ‘Configure Chart View’ toolbar of FIG. 53 of Rostoker, but he is confusing the configuration step 330 of Rostoker with the end result.”). Petitioner invites us to speculate as to the behavior of features that are depicted in Figure 53 but otherwise are not described in any meaningful detail by Rostoker. We conclude that this is insufficient to show a reasonable likelihood of prevailing.” slip op. at 13

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 8,520,000
  • PTAB · May 14, 2025 · IPR2024-01388 · APJ David C Mckone · IPR · Institution

    The Board denied institution for claims 1–18 because the petition did not show a reasonable likelihood that any challenged claim was unpatentable.

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

      “review. See 35 U.S.C. § 314 (2016); 37 C.F.R. § 42.4(a) (2019). 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 explained below, we do not institute an inter partes review of the ’595 patent.” slip op. at 2

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

      “We construe a 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), including construing the claim in accordance with the ordinary and customary meaning of such claim as understood by one of ordinary skill” slip op. at 6

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

      “We agree with Patent Owner. At most, Jou teaches that it was known to interact with charts in a Windows environment or a browser window. Ex. 1007 ¶ 34. But Rostoker already teaches that a user could interact with a chart, via a graphical user interface in a web browser, while configuring the chart. Ex. 1005 ¶¶ 67–75. Petitioner does not explain persuasively why a skilled artisan, per the teachings of Jou, would have made Rostoker’s published charts interactive. Mr. Schmandt’s testimony that a skilled artisan “would have been motivated to incorporate Jou’s additional ‘interactive’ features into Rostoker’s system to enable users to better visualize and explore business data,” is not supported by his citations to Jou, at least as to whether a skilled artisan would have modified Rostoker’s published charts. Ex. 1003 ¶ 259 (citing Ex. 1007 ¶¶ 8, 9). Petitioner’s argument that Flash and Java could enable interactive features, at most, show that a skilled artisan could have implemented interactive features with Rostoker’s a reason why a skilled artisan would have made these modifications. See Auris Health, Inc. v. Intuitive Surgical Operations, Inc., 32 F.4th 1154, 1158 (Fed. Cir. 2022) (“The motivation-to-combine inquiry asks whether a skilled artisan ‘not only could have made but would have been motivated to make the combinations . . . of prior art to arrive at the claimed invention.’” (quoting Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (emphasis omitted))). Thus, we are not persuaded that Petitioner is likely to show that a skilled artisan would have incorporated Jou’s interactive features into Rostoker to make Rostoker’s published charts interactive.” slip op. at 35

    • Expert testimonyPetitioner expert discountedDecided for patent owner

      “client is required for display and usage of an existing QlikView document (.qvw file). While the QlikView Server is responsible for opening, hosting, and calculating the document, the clients are required for user interaction and presenting the document and its objects.” Ex. 1009, 123. Petitioner points to no persuasive evidence that a Java or AJAX object or client executing at a web browser is a website separate from the server that serves the object or client. Mr. Schmandt makes conclusory statements to that effect, but does not state the basis for his testimony. Ex. 1003 ¶¶ 338–339. Thus, Mr. Schmandt’s testimony on this point is entitled to little weight. See 37 C.F.R. § 42.65(a) (“Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.”); Xerox Corp. v. Bytemark, Inc., IPR2022-00624, Paper 9 at 15 (PTAB Aug. 24, 2022) (precedential) (“Dr. Jones does not cite to any additional supporting evidence or provide any technical reasoning to support his statement. Thus, the cited declaration testimony is conclusory and support, and is entitled to little weight.”).” slip op. at 44

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 9,712,595
  • PTAB · May 1, 2025 · IPR2025-00136 · APJ Jeffrey N Fredman · IPR · Institution

    Institution of inter partes review was denied for claims 1–10 because Petitioner did not establish a reasonable likelihood of prevailing on any asserted ground.

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

      “Accordingly, we find that on the current record Petitioner has not shown that it has a reasonable likelihood that it would prevail on these obviousness grounds. XII. DISCRETIONARY DENIAL – 35 U.S.C. § 325(d) In view of our determination that the Petitioner does not meet the threshold for instituting review on the merits, we need not address the parties’ dispute about whether the Board should exercise its discretion to deny institution under 35 U.S.C. § 325(d). Pet. 74–75; Prelim. Resp. 38–54; Pet. Reply 1–5; PO Sur-Reply 1–5. XIII. CONCLUSION After reviewing the information presented in the Petition and the Preliminary Response, we determine that, based on the evidence of record, Petitioner has not established a reasonable likelihood that claims 1–10 of the ’841 patent are unpatentable. XIV. ORDER Accordingly, it is ORDERED that, pursuant to 35 U.S.C. § 314(a), institution of an inter partes review of all challenged claims on all grounds presented in the Petition is denied.” slip op. at 35

    • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element) › Inherent disclosureNot shown unpatentableInherency not foundNot shown unpatentable

      “However, neither Petitioner nor Dr. Jansky provide specific data on the record before us showing the actual measured homozygosity of either of the inbred lines, US-W 5309 and US-W 5315. And Phumichai experimentally demonstrates that Dr. Jansky’s assumption that theoretical heterozygosity reduction of 50% per generation is not necessarily accurate, stating the “observed average percentage of reduction of heterozygosity per generation (38.4% or 38.5%) was lower than the theoretically expected value of 50%.” Ex. 1005, 982. Indeed, Phumichai disclosed that the “SOPH [Section-based observed percentage of heterozygosity] decreased steadily from the original 100% in 99H2–1 (S0) to the family means of 62.4% in 3H2 (S1), 37.9% in 3H3 (S2).” Id. at 981. That is, Phumichai experimentally shows that in an S2 generation of a potato line, the heterozygosity was 37.9%, resulting in homozygosity of about 62.1%, below the 75% theoretically expected and the 75% required by claim 1 of the ’841 patent. Therefore, the evidence of record does not show that the S2 generation of potato lines in Jong necessarily satisfies the homozygosity recitation in claim 1 of the ’841 patent, and so cannot establish on the record before us that Jong inherently teaches this limitation.” slip op. at 15

    • Obviousness (§103) › Objective indicia / secondary considerationsObjective indicia outweighedNot shown unpatentableNot shown unpatentable

      “Owner is telling. Petitioner does not refute Patent Owner’s evidence of objective indicia. On the current record, the objective indicia evidence is compelling. As to long felt need, Patent Owner cited evidence on record before the Examiner that showed a persistent need recognized by ordinarily skilled artisans. In re Gershon, 372 F.2d 535, 538 (CCPA 1967). For example, Dr. Huang states “This research is the breakthrough we have been waiting for since nearly a century . . . This is crucial for the potato breeding worldwide.” Ex. 2009, 687. There is no evidence that this long-felt need was satisfied by another before Appellant’s invention. See Newell Companies, Inc. v. Kenney Mfg. Co., 864 F.2d 757, 768 (Fed. Cir. 1988) (“[O]nce another supplied the key element, there was no long-felt need or, indeed, a problem to be solved . . . .”). Lastly, Dr. Lindhout explains that this invention satisfies the long-felt need, stating “I have discovered, and disclosed in the present application for patent, how a fertile homozygote in” slip op. at 33

    • PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsNot reached

      “XII. DISCRETIONARY DENIAL – 35 U.S.C. § 325(d) In view of our determination that the Petitioner does not meet the threshold for instituting review on the merits, we need not address the parties’ dispute about whether the Board should exercise its discretion to deny institution under 35 U.S.C. § 325(d). Pet. 74–75; Prelim. Resp. 38–54; Pet. Reply 1–5; PO Sur-Reply 1–5.” slip op. at 35

    Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips · KSR · Graham
    Patents in suitUS 11,140,841
  • PTAB · Oct 1, 2024 · PGR2024-00008 · APJ Sheridan K Snedden · PGR · Rehearing

    The Board denied rehearing and maintained its denial of PGR because Petitioner did not show that Perkins and RCSB PDB made claims 1–30 more likely than not unpatentable.

    RulingsRehearing decision
    • RehearingRehearing, deniedDenied

      “II. LEGAL STANDARD Pursuant to 37 C.F.R. § 42.71(d): A party dissatisfied with a decision may file a single request for rehearing without prior authorization from the Board. The burden of showing a decision should be modified lies with the party challenging the decision. 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. When reconsidering a decision on institution, we review the decision for an abuse of discretion. 37 C.F.R. § 42.71(c). An abuse of discretion exists where a “decision [i]s based on an erroneous conclusion of law or 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). A rehearing request is not an opportunity for the requesting party to reargue its case or merely to express disagreement with the underlying decision. Nor is it an opportunity for the moving party to present new arguments that were not in its original submissions.” slip op. at 3

    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “Owner’s argument persuasive because Perkins discloses embodiments with “mutations at I182 among a group of 20 other possible locations for modifications,” 13 of which are mutations of specific amino acids that “can be changed to any of the 19 other natural amino acids.” Id. Perkins discloses further that modifications at each of those 20 possible sites can be combined such that “one, two, or more” of the mutations can be made together in other embodiments (Ex. 1006, 17–18), or in other words, “each species [is] combinable to create a vast number of species.” Dec. 35. In addition to the locations of modifications expressly listed in Perkins, Perkins adds yet another option in which “the mutated VSV-G envelope protein is as described in Nikolic et al.” (Ex. 1006, 18), which “describes the crystal structures of VSV G bound to its native LDL-R receptor” that RCSB PDB depicts in entries 5OY9 and 5OYL (Dec. 18). We also considered Dr. Rose’s testimony about the crystal structures depicted in RCSB PDB, namely that a person of ordinary skill in the art would have been motivated to modify Perkins based on the VSV-G crystal structures in the RCSB PDB. Perkins taught that mutations to VSV-G “inhibit binding of VSV-G to the low-density lipoprotein receptor (‘LDL-R’), while preserving the VSV-G protein’s fusogenic function,” and expressly disclosed making a mutation at I182. (See, e.g., Ex. 1005 at 19:29-20:2, 20:29-21:14, 21:16-27; Ex. 1006 at 16.) The VSV-G crystal structures in the RCSB PDB taught that I182 is nearby negatively charged amino acids on the LDL-R. Thus, a person of ordinary skill in the art would have been motivated to incorporate a mutation which negated an interaction with the negatively charged residues in the LDL-R. (Ex. 1005 at 19:29–20:2; Ex. 1006 at 16.) Dec. 37. discussed above, “Perkins provides a list of many mutations and combination[s] thereof, but provides no direction as to which of the many possible choices is likely to be successful.” Id. at 37–38. Thus, we were not persuaded that choosing an embodiment with a mutation at I182 from Perkins’s other listed embodiments with 20 possible locations for modifications, combinations of modifications at 20 possible locations, and the mutations described in Nikolic and depicted in RCSB PDB is an “easily traversed, small or finite number of alternatives that KSR suggested might support an inference of obviousness.” Id. at 35. In view of these findings, we noted that we did not “find sufficient evidentiary support for a determination that the navigation of RCSB PDB crystal structures to achieve the missing limitation would have been ‘evidently and indisputably within the common knowledge of those skilled in the art.’” Id. at 38.” slip op. at 6

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

      “discussed above, “Perkins provides a list of many mutations and combination[s] thereof, but provides no direction as to which of the many possible choices is likely to be successful.” Id. at 37–38. Thus, we were not persuaded that choosing an embodiment with a mutation at I182 from Perkins’s other listed embodiments with 20 possible locations for modifications, combinations of modifications at 20 possible locations, and the mutations described in Nikolic and depicted in RCSB PDB is an “easily traversed, small or finite number of alternatives that KSR suggested might support an inference of obviousness.” Id. at 35. In view of these findings, we noted that we did not “find sufficient evidentiary support for a determination that the navigation of RCSB PDB crystal structures to achieve the missing limitation would have been ‘evidently and indisputably within the common knowledge of those skilled in the art.’” Id. at 38.” slip op. at 7

    § 103 obviousness
    Patents in suitUS 11,767,366
  • PTAB · May 17, 2024 · PGR2024-00008 · APJ Sheridan K Snedden · PGR · Institution

    The Board denied institution because Petitioner did not show it was more likely than not that any challenged claim was unpatentable over Perkins or the asserted combinations.

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

      “We have authority under 35 U.S.C. § 324(a), which provides that a post-grant review may not be instituted “unless . . . the information presented in the petition . . ., if such information is not rebutted, would demonstrate that it is more likely than not that at least 1 of the claims challenged in the petition is unpatentable.” Upon considering the arguments and evidence presented by the parties, we determine Petitioner has not shown that it is more likely than not that at least one of the claims challenged in the Petition is unpatentable. Accordingly, we deny institution of post-grant review.” slip op. at 2

    • Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportReference is prior artDecided for patent owner

      “Having considered the parties’ positions and evidence of record, summarized above, we agree with Patent Owner that Perkins is prior art to the ’366 patent only to the extent that the subject matter disclosed in Perkins is likewise described in the Perkins Provisional. Accordingly, we do not consider Petitioner’s arguments that rely on subject matter unsupported by the Perkins Provisional. For example, support for Petitioner’s argument that Perkins discloses “mutant VSV-G envelope protein containing only four mutations at N180, I182, T352, and E353” is not found in the Perkins Provisional and is therefore not considered. Pet. 73 (quoted with Petitioner’s emphasis). Thus, insofar as Petitioner is suggesting that Perkins describes a list of mutations that is narrowed to four positions including a mutation at I182, rather than a listing of thirteen potential positions for mutations (and various combinations thereof with hypothetical mutations at a variety positions), we find no such narrower listing in the Perkins Provisional. Compare Ex. 1005, 22:2–5, with Ex. 1006, 17–18.” slip op. at 19

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

      “genus even if the species are not themselves recited.” Bristol–Myers Squibb Co. v. Ben Venue Labs., Inc., 246 F.3d 1368, 1380 (Fed. Cir. 2001); see also, Atofina, 441 F.3d at 999 (“[A] very small genus can be a disclosure of each species within the genus.” (citing In re Petering, 301 F.2d at 682)). In Petering, for example, the prior art disclosed a small genus of only 20 compounds that included the claimed species. In re Petering, 301 F.2d at 682. In its discussion concluding that a small genus may anticipate a species of that genus, the Court of Customs and Patent Appeals explained that “it is not the mere number of compounds in this limited class which is significant here, but rather, the total circumstances involved, including such factors as the limited number of variations for R, only two alternatives for Y and Z, no alternatives for the other ring positions, and a large unchanging parent structural nucleus.” Id. at 681–682. Having considered the parties’ positions and evidence of record, summarized above, we do not find that Perkins discloses a limited class as exemplified in Petering. To begin, while it is undisputed that Perkins discloses a class of mutant VSV-G envelope proteins that encompasses the recited I182E or I182D mutations, it is also undisputed that Perkins does not disclose the I182E or I182D mutations. Prelim. Resp. 22. Furthermore, and by contrast to the limited class of compounds at issue in Petering, Perkins discloses a class of mutant VSV-G envelope proteins defined as proteins containing one or more of 20 possible mutations or alterations, a class that includes at least 254 proteins. Ex. 1006, 17–18; Prelim. Resp. 26–27. Furthermore, as Patent Owner correctly points out, “[t]he Perkins Provisional does not include any disclosure of the specific mutations to be made at any of these locations. That is, the Perkins Provisional does not indicate the other amino acid(s) to be substituted at the listed locations.” Prelim. Resp. 26. Thus, Perkins fails to provide a POSA with a “‘pattern of preferences’ that serves to narrow the genus.” See, e.g., Sanofi-Synthelabo v. Apotex, Inc., 470 F.3d 1368, 1377 (Fed. Cir. 2006) (“there is no such clear ‘pattern of preferences’ [as found in Petering] that serves to narrow the genus in claim 2 to a narrow class that includes clopidogrel bisulfate”).” slip op. at 22

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

      “Obviousness is a question of law based on underlying findings of fact.” In re Kubin, 561 F.3d 1351, 1355 (Fed. Cir. 2009). A conclusion of obviousness is appropriate where the prior art “contain[s] detailed enabling methodology for practicing the claimed invention, a suggestion to modify the prior art to practice the claimed invention, and evidence suggesting that it would be successful.” In re O’Farrell, 853 F.2d 894, 902 (Fed. Cir. 1988); see also, In re Kubin, 561 F.3d at 1359 (KSR “actually resurrects [the Federal Circuit]’s own wisdom in In re O’Farrell”). However, to render a claim obvious, prior art cannot be “vague” and must collectively, although not explicitly, guide an artisan of ordinary skill towards a particular solution. Bayer Schering Pharma AG v. Barr Labs., Inc., 575 F.3d 1341, 1347 (Fed. Cir. 2009). That is, when a field is “unreduced by direction of the prior art,” and when prior art gives “no indication of which parameters were critical or no direction as to which of many possible choices is likely to be successful,” an invention is not obvious. Bayer Schering, 575 F.3d at 1347 (citing In re O’Farrell, 853 F.2d at 903). Having considered the parties’ positions and evidence of record, summarized above, we are not persuaded that Perkins discloses a finite set or limited class of 19 mutations. Pet. 66. Rather, we agree with Patent Owner that Perkins discloses a large genus of mutant VSV-G polypeptides containing at least 254 species—“Perkins Provisional discloses mutations at I182 among a group of 20 other possible locations for modifications[,] . . . [13] of these 20 positions are specific amino acids that . . . can be changed to any of the 19 other natural amino acids” —each species combinable to create a vast number of species. Prelim. Resp. 32. Perkins does not indicate any preference among the 13 disclosed mutations, does not indicate any preference among the 19 other amino acids, and does not indicate any preference as to which mutations should be combined to successful effect. Ex. 1006, 17–18. Thus, while Perkins discloses that one or more mutations “inhibit the envelope protein’s ability to bind its native target, while preserving the envelope protein’s fusogenic properties,” beyond that, a POSA would have no direction for selecting the route to create the I182E or I182D mutations specified by the challenged claims among the various unpredictable alternatives suggested by Perkins. Ex. 1006 at 16; Ex. 1002 ¶ 193. We do not find this to be the easily traversed, small or finite number of alternatives that KSR suggested might support an inference of obviousness. KSR, 550 U.S. at 402. slip op. at 34

    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR
    Patents in suitUS 11,767,366
  • PTAB · Apr 29, 2024 · IPR2024-00133 · APJ Scott B Howard · IPR · Institution

    The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–10 were unpatentable under any asserted obviousness ground.

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

      “determine whether to institute an inter partes review under 35 U.S.C. § 314 and 37 C.F.R. § 42.4(a). Inter partes review may not be instituted unless “the information presented in the petition filed under [35 U.S.C.] section 311 and any response filed under [35 U.S.C.] section 313 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) (2018). “When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a) (2023).” slip op. at 2

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

      “For the purposes of this Decision, we need not expressly construe any claim terms. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). To the extent necessary, we address the parties’ implicit claim constructions in the context of the arguments on the merits of the Petition.” slip op. at 10

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Petitioner argues that a person having ordinary skill in the art at the time of the invention would have had “an undergraduate degree in game design, computer science, computer engineering, or a related field, with at least two years of experience working with computer gaming systems or software application development,” and that “[l]ess work experience may be compensated by a higher level of education or vice versa.” Pet. 12 (citing Ex. 1003 ¶¶ 67–72). Petitioner’s recitation of the level of ordinary is consistent with the invention disclosed in the ’089 patent. It is also not disputed by Patent Owner at this time. See Prelim. Resp. Accordingly, for purposes of this Decision, we adopt Petitioner’s formulation of the person having ordinary skill in the art, with the exception of the open-ended phrase “at least” which we change to “about.”” slip op. at 9

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “Figure 3 above is an example of the embodiment of Ho showing a wings button, a car, and a hamburger monster in the foreground. Ex. 1004, 5:1–5, Fig. 3. Ho describes how the various interactive information elements are used for game play. See id. at 5:11–38. For example, hamburger monster 56 may be engaged when character 52 fights and successfully slays the hamburger monster, car 58 may be engaged when character 52 enters the car, and “wings” button 54 may be engaged (for example when character 52 wishes to fly) by clicking on icon 54 using a pointer, or by using an enclosure moving between different icons to highlight icon 54 to engage the icon. Id. Because Petitioner has not shown persuasive evidence that a user would not have expected those objects to be ones that the user could interact with, Petitioner has not shown them to be background objects. Petitioner also argues that Ho teaches that activating the interactive information elements “does not disrupt gameplay” and is therefore “outside the primary focus of game play.” Pet. 31–32 (quoting 5:36–38). We do not find that argument persuasive for two reasons. First, we do not see how the fact that activating an element without disrupting game play means the element is in the background. Petitioner and its expert simply make a statement without any explanation. See id.; Ex. 1003 ¶ 122. Such conclusory statements are not persuasive. Second, the language in Ho Petitioner relies on is not about the interactive information element, which Petitioner maps to the hotspot. Instead, Ho describes a sub-screen that appears after the user interacts with one of the interactive information elements, namely when the user slays the hamburger monster: “Similarly, making the character 52 slay the hamburger monster 56 may generate a sub-screen showing an advertisement of a chain of fast food restaurants. The sub-screen may also be overlain on the game environment and may not be disruptive to gameplay.” Ex. 1004, 5:35–38. Petitioner does not persuasively explain how a nondisruptive sub-screen that appears after an interaction with an object makes the object a background object.” slip op. at 23

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 8,688,089
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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.