- Ao Kaspersky Lab v. Open Text Inc.Institution deniedPTAB · Feb 7, 2024 · IPR2023-01160 · APJ Barbara A Parvis · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that Ideses, alone or with Sharma, teaches selectively turning feature-vector features on or off during classification.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsDenied
“Petitioner fails to show how the disclosures relied on in Ideses teach or suggest “generating a feature vector from [a] plurality of static data points using a classifier” where features are “selectively turned on or off” based on a value of one of the static data points. Even if Ideses’s omission of insignificant features could be considered “turn[ing] [them] on or off,” that happens in the creation of the classifier. Ideses does not teach or suggest “wherein one or more features of the feature vector are selectively turned on or off” subsequent to “generating a feature vector . . . using a classifier,” as recited in each challenged claim.” slip op. at 21
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“We agree with Patent Owner that the claims are directed to the classification stage, as they require extracting “a plurality of static data points” from an executable file and “generating a feature vector from [that] plurality of static data points using a classifier” (emphasis added). The claims also recite that the classifier has been “trained to classify” (emphasis added). Further, the claims recite that “one or more features of the feature vector” are selectively turned on or off, indicating that the feature vector has been generated. We also agree with Patent Owner that Petitioner has not shown sufficiently for institution that Ideses teaches or suggests a classification method in which one or more features of a feature vector generated from a plurality of static data points are selectively turned on or off based on the value of one of the static data points. As explained in the summary of Ideses above, Ideses describes “methods and systems for generating classifiers” (Ex. 1005 ¶ 2) in which “extracted features [may be] identified for pruning to generate the group of classifying features,” and “the selection [may be] based on identifying a classification effectiveness rank for each of the features of the training software applications” or “based on identifying resource requirements for each of the features of the training software applications.” See id. ¶¶ 98, 99. “[T]he group of classifying features [may be] selected based on the significance of the extracted features,” such that “[s]ignificant features, such as those that have a large effect on the classification outcomes, may be retained” and “[i]nsignificant features, such as those that have a small, negligible or no effect on classification outcome may be pruned.” Id. ¶¶ 101, 106.” slip op. at 19
- Expert testimonyPetitioner expert discountedDecided for patent owner
“The Petition includes no arguments similar to Dr. Subrahmanian’s testimony in connection with element 18.5.d. Pet. 27–28. Instead, for element 18.5.d, the Petition includes a statement that Ideses “discloses” element 18.5.d and quotes four sentences of Ideses. Id. Additionally, Exhibits 1028 and 1029 are not raised anywhere in the Petition. Id. at 2 (not including either Exhibits 1028 or 1029 in the unpatentability grounds), 11– 18 (providing overviews of only Ideses and Sharma), 18–31, 42, 48 (setting forth an element-by-element analysis based on the teachings of only Ideses). To the extent Petitioner intends to rely on Exhibits 1028 and 1029 to remedy the deficiencies in Ideses, Petitioner’s analysis in that regard needed to be set forth in the Petition. See 37 C.F.R. § 42.6(a)(3) (“Arguments must not be incorporated by reference from one document into another document.”). Also, although Dr. Subrahmanian testifies regarding research for identifying the best subset of features from a larger set of features and adding features to a given set of features, based on Exhibits 1028 and 1029 that research relates to generating classifiers. See Ex. 1028, 182 (describing “feature reduction phase” of the experiment), 183 (describing subsequent “classification stage”); Ex. 1029, 5–6 (describing that feature extraction “was performed,” the classifier was “optimized”, and then the classifier was “run on the independent test data for analysis”). Petitioner has not shown sufficiently for institution that Ideses teaches or suggests “wherein one or more features of the feature vector are selectively turned on or off” subsequent to “generating a feature vector . . . using a classifier,” as recited in each challenged claim. Dr. Subrahmanian does not testify regarding any research or work involving identifying the best subset of features or adding new features to a given suite of features during the classification stage. Also, neither the Petition nor Dr. Subrahmanian’s testimony includes a reason to modify the teachings of Ideses to address element 18.5.d. Ex. 1002 ¶¶ 164–168; Pet. 2, 11–18, 18–31, 42, 48. We, therefore, find that Dr. Subrahmanian’s testimony does not remedy the deficiencies discussed with respect to arguments in the Petition regarding Ideses.” slip op. at 22
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Considering the subject matter of the ’869 patent, the background technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for an ordinary level of skill. Petitioner’s proposed definition is consistent with the level of skill reflected in the specification of the ’869 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Accordingly, 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.5” slip op. at 12
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,409,869 - PTAB · Jan 9, 2024 · IPR2023-01147 · APJ Ken B Barrett · IPR · Institution
The Board instituted IPR on claims 1–6 and all asserted grounds, finding a reasonable likelihood that at least one challenged claim is unpatentable.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“An inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a) (2018). Having considered the arguments and evidence presented by Petitioner and Patent Owner, we determine that Petitioner has demonstrated a reasonable likelihood of prevailing on at least one of the challenged claims of the ’794 patent. Accordingly, we institute an inter partes review as to all the challenged claims of the ’794 patent on all the grounds of unpatentability set forth in the Petition.” slip op. at 2
- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied
“Our analysis under Fintiv is guided by the USPTO Director’s Memorandum issued on June 21, 2022, titled “Interim Procedure for Discretionary Denials in AIA Post Grant Proceedings with Parallel District Court Litigation” (“Director’s Memorandum”), available at https://www.uspto.gov/sites/default/files/documents/interim_proc_discretion ary_denials_aia_parallel_district_court_litigation_memo_20220621_.pdf. The Director’s Memorandum explains that, when a petitioner makes a Sotera-type stipulation, “it mitigates concerns of potentially conflicting decisions and duplicative efforts between the district court and the PTAB” and “[w]ith such a stipulation, if an IPR or PGR is instituted, the grounds the PTAB resolves will differ from those present in the parallel district court litigation.” Director’s Memorandum 7 (citing Sotera, Paper 12 at 18–19). Pursuant to the Director’s Memorandum, we “will not discretionarily deny institution of an IPR or PGR in view of parallel district court litigation where a petitioner stipulates not to pursue in a parallel district court proceeding the same grounds as in the petition or any grounds that could have reasonably been raised in the petition.” Id. Accordingly, because Petitioner has offered a stipulation like that in Sotera, we do not discretionarily deny institution under Fintiv.” slip op. at 9
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that: A person of ordinary skill in the art (“POSA”) at the time of the purported invention would have had either: (1) a Bachelor of Science degree in computer science, electrical or computer engineering, or a related field, and at least 2 years of work or research experience in digital communications systems, such as wireless communications systems and networks, or equivalent, or a Master’s degree in electrical engineering, computer engineering, computer science or similar field. Additional education could compensate for less practical experience and vice versa. Ex. 1002, ¶¶1-46. Pet. 10. Patent Owner does not address the level of ordinary skill in the art. Petitioner’s definition is consistent with the level of ordinary skill reflected in the prior art references of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (recognizing that the prior art itself may reflect an appropriate level of skill in the art). For purposes of this decision, we apply Petitioner’s definition of the person of ordinary skill in the art.” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction needed
“Petitioner states that “no claim terms require construction.” Pet. 10. Patent Owner’s Preliminary Response does not contain a section titled Claim Construction or similar. See Prelim. Resp. i–ii (Table of Contents). On this record and for purposes of this decision, we determine that no claim terms require express construction.” slip op. at 13
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 9,426,794 - Tesla, Inc. v. Autonomous Devices, LLCInstitutedPTAB · Jan 8, 2024 · IPR2023-01173 · APJ Robert J Weinschenk · IPR · Institution
The Board instituted review of claims 10, 11, 25, 27, and 30 on all petition grounds, finding a reasonable likelihood that at least one challenged claim is unpatentable.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied
“1. whether the court granted a stay or evidence exists that one may be granted if a proceeding is instituted; 2. proximity of the court’s trial date to the Board’s projected statutory deadline for a final written decision; 3. investment in the parallel proceeding by the court and the parties; 4. overlap between issues raised in the petition and in the parallel proceeding; 5. whether the petitioner and the defendant in the parallel proceeding are the same party; and 6. other circumstances that impact the Board’s exercise of discretion, including the merits.” slip op. at 6
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“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). Further, when instituting an inter partes review, we “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). Here, Petitioner demonstrates a reasonable likelihood of prevailing in showing that at least one of the challenged claims is unpatentable. Thus, we institute an inter partes review of the challenged claims on all the grounds of unpatentability in the Petition.” slip op. at 2
- Skill levelSkill level petitioner adoptedOther
“B. Level of Ordinary Skill in the Art According to Petitioner, [a] person having ordinary skill in the art . . . relevant to the ’583 patent as of November 26, 2017—the earliest possible priority date of the ’583 patent—would have had at least: (1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning. Pet. 4–5 (citing Ex. 1003 ¶ 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Jason Janet. Ex. 1003 ¶ 41. Patent Owner does not dispute Petitioner’s description at this stage of the proceeding. Prelim. Resp. 4. We adopt Petitioner’s description for the purposes of this Decision.” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“the same standard used in a civil action under 35 U.S.C. § 282(b), including construing the claim in accordance with the ordinary and customary meaning of the 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). Neither party proposes an express construction for any claim terms at this stage of the proceeding. Pet. 5; Prelim. Resp. 8–9. We determine that no claim terms require express construction for purposes of this Decision.” slip op. at 13
Claim construction§ 103 obviousnessDiscretionary denialPatents in suitUS 11,055,583 - Tesla, Inc. v. Autonomous Devices, LLCInstitutedPTAB · Jan 8, 2024 · IPR2023-01172 · APJ Robert J Weinschenk · IPR · Institution
The Board instituted IPR on claims 1–9, 11–24, 26, 28, 29, and 31–34 on all asserted grounds because Petitioner showed a reasonable likelihood that at least one claim is anticipated by Grotmol.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Decided for petitioner
“On balance, we determine that Fintiv factors 1–5 do not favor discretionary denial of institution. Specifically, we determine that the projected trial date (at least five months after the projected statutory deadline for a final written decision), the parties’ minimal investment in the District Court Litigation, and Petitioner’s stipulation all weigh against (or at least slightly against) discretionary denial of institution. As a result, we need not decide whether Petitioner presents a compelling unpatentability challenge. See CommScope Techs. LLC v. Dali Wireless, Inc., IPR2022-01242, Paper 23 at 4–5 (PTAB Feb. 27, 2023) (decision on Director review) (precedential) (“[I]n circumstances where the Board determines that the other Fintiv factors 1–5 do not favor discretionary denial, the Board shall decline to discretionarily deny under Fintiv without reaching the compelling merits analysis.”). 7. Summary Based on our holistic view of the Fintiv factors, we decline to exercise our discretion under § 314(a) to deny the Petition.” slip op. at 11
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“likelihood of prevailing in showing that claims 1–9, 11–24, 26, 28, 29, and 31–34 are anticipated by Grotmol. III. CONCLUSION Petitioner demonstrates a reasonable likelihood of prevailing in showing that at least one of the challenged claims is unpatentable. Accordingly, we institute an inter partes review on all grounds of unpatentability in the Petition. At this stage of the proceeding, we have not made a final determination with respect to the patentability of any of the challenged claims. IV. ORDER It is hereby ORDERED that, pursuant to 35 U.S.C. § 314(a), an inter partes review of claims 1–9, 11–24, 26, 28, 29, and 31–34 of the ’583 patent is instituted with respect to all grounds of unpatentability set forth in the Petition; and” slip op. at 16
- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art According to Petitioner, [a] person having ordinary skill in the art . . . relevant to the ’583 patent as of November 26, 2017—the earliest possible priority date of the ’583 patent—would have had at least: (1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning. Pet. 3–4 (citing Ex. 1003 ¶ 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Jason Janet. Ex. 1003 ¶ 41. Patent Owner does not dispute Petitioner’s description at this stage of the proceeding. Prelim. Resp. 4. We adopt Petitioner’s description for the purposes of this Decision.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“Petitioner contends that the corresponding structure for the “means for receiving or generating a first one or more digital pictures,” the “means for receiving or generating a first one or more instruction sets for operating the first device,” and the “means for learning the first one or more digital pictures correlated with the first one or more instruction sets for operating the first device” in claim 34 is “one or more processor circuits.” Pet. 4. Patent Owner does not dispute Petitioner’s proposed construction at this stage of the proceeding. Prelim. Resp. 6. As a result, for purposes of this Decision, we need not determine whether Petitioner identifies sufficient corresponding structure for the above limitations. See 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.”).” slip op. at 12
Claim construction§ 102 anticipationDiscretionary denialPatents in suitUS 11,055,583 - Tesla, Inc. v. Autonomous Devices, LLCInstitutedPTAB · Jan 8, 2024 · IPR2023-01169 · APJ Barbara A Parvis · IPR · Institution
The Board instituted review of claims 1–20 on all asserted grounds, finding a reasonable likelihood that Tesla would show at least claim 1 unpatentable.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied
“requested in the parallel district court litigation. Also, based on the current schedule in the parallel district court proceeding, significant investment remains including that claim construction briefing does not begin until April 26, 2024 and the hearing on claim construction is not scheduled until July 12, 2024. See generally Ex. 2005. We, therefore, do not agree that the evidence supports Patent Owner’s argument that the parallel district court proceeding is in an advanced stage such that a stay, if requested, would not be granted. We will not attempt to predict how the district court in the parallel district court proceeding would proceed if a stay is requested because the court may determine whether or not to stay any individual case, including the related one, based on a variety of circumstances and facts beyond our control and to which the Board is not privy. Sand Revolution II, LLC v. Cont’l Intermodal Grp. - Trucking LLC, IPR2019-01393, Paper 24 at 7 (PTAB June 16, 2020) (informative) (“Sand Revolution”). Accordingly, we find that factor 1 is neutral.” slip op. at 10
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“U.S.C. § 314 and 37 C.F.R. § 42.4. An inter partes review may not be instituted unless it is determined that “the information presented in the petition filed under section 311 and any response filed under 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.” slip op. at 2
- Skill levelSkill level board ownDecided for petitioner
“technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for an ordinary level of skill, except we decline to adopt “at least” as that language is vague and open-ended. Otherwise, Petitioner’s proposed definition is consistent with the level of skill reflected in the specification of the ’134 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 15
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“and second one or more object representations “represent one or more objects of the application.” Ex. 1001, 171:51–53, 171:55–57. We discern nothing in claim 1 that supports Patent Owner’s proposed construction.” slip op. at 19
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 10,607,134 - Tesla, Inc. v. Autonomous Devices, LLCInstitutedPTAB · Dec 13, 2023 · IPR2023-01054 · APJ Russell E Cass · IPR · Institution
The Board instituted review of claims 4–5, 7, 11, and 14–15 on all asserted grounds, finding a reasonable likelihood of success on at least one claim.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied
“district court proceeding would proceed if a stay is requested because the court may determine whether or not to stay any individual case, including the related one, based on a variety of circumstances and facts beyond our control and to which the Board is not privy. Sand Revolution II, LLC v. Cont’l Intermodal Grp. - Trucking LLC, IPR2019-01393, Paper 24 at 7 (PTAB June 16, 2020) (informative) (“Sand Revolution”). Accordingly, we find that factor 1 is neutral.” slip op. at 12
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Considering the subject matter of the ’974 patent, the background technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for the person of ordinary skill in the art, except we decline to adopt “at least,” as that language is vague and open-ended. Otherwise, Petitioner’s proposed definition is consistent with the level of skill reflected in the specification of the ’974 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Accordingly, for purposes of this Decision, and based on the current record, except as noted above, we adopt Petitioner’s assessment of the level of skill for one of ordinary skill in the art.” slip op. at 17
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner
“Petitioner provides a construction for “means for generating or receiving,” “means for anticipating,” and “means for executing” in disclaimed claim 19. Pet. 4–5. Patent Owner argues that “construction of these terms is unnecessary” due to the disclaimer of claim 19. Prelim. Resp. 14. We agree. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those 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) (alteration in original)).” slip op. at 18
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“properties of one or more objects.” Id. We, therefore, preliminarily find that the language of claim 18 supports Petitioner’s position.” slip op. at 21
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 10,452,974 - Tesla, Inc. v. Autonomous Devices, LLCInstitutedPTAB · Dec 13, 2023 · IPR2023-01055 · APJ Barbara A Parvis · IPR · Institution
The Board instituted IPR on claims 3–18 on all asserted grounds, finding a reasonable likelihood that Tesla would prevail on at least one challenged claim.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)InstitutedDecided for petitioner
“proceeding significant investment remains including that claim construction briefing does not begin until April 26, 2024 and the hearing on claim construction is not scheduled until July 26, 2024. See generally Ex. 2006. We, therefore, do not agree that the evidence supports Patent Owner’s argument that the parallel district court proceeding is in an advanced stage such that a stay, if requested, would not be granted. We will not attempt to predict how the district court in the parallel district court proceeding would proceed if a stay is requested because the court may determine whether or not to stay any individual case, including the related one, based on a variety of circumstances and facts beyond our control and to which the Board is not privy. Sand Revolution II, LLC v. Cont’l Intermodal Grp. - Trucking LLC, IPR2019-01393, Paper 24 at 7 (PTAB June 16, 2020) (informative) (“Sand Revolution”). Accordingly, we find that factor 1 is neutral.” slip op. at 11
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“this early stage, we determine that Petitioner has shown sufficiently, for purposes of institution, that Grotmol discloses each recitation of claim 3. We preliminarily find that Patent Owner’s arguments do not undermine Petitioner’s showing. Accordingly, we conclude that Petitioner has demonstrated a reasonable likelihood that it would prevail in showing that claim 3 is anticipated by Grotmol.” slip op. at 32
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Pet. 4 (citing Ex. 1002 ¶¶ 40–42). At this stage in the proceeding, Patent Owner adopts Petitioner’s proposal. See Prelim. Resp. 5.” slip op. at 16
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner
“Petitioner provides a construction for “means for processing” recited in disclaimed claim 20. Pet. 5. Patent Owner argues that “construction of this term is unnecessary.” Prelim. Resp. 14. We agree. See Realtime Data, LLC v. Iancu, 912 F.3d 1368 (Fed. Cir. 2019) (“The Board is required to construe ‘only those 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 17
Claim construction§ 102 anticipation§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 11,238,344 - Snap Inc. v. Playvuu, Inc.InstitutedPTAB · Dec 6, 2023 · IPR2023-00848 · APJ Barbara A Parvis · IPR · Institution
The Board instituted IPR of claims 1–11 on all asserted grounds, finding a reasonable likelihood that Snap would prevail on its obviousness challenges.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied
“See 35 U.S.C. § 314(a) (stating “[t]he Director may not authorize an inter partes review to be instituted unless the Director determines that the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition”) (emphasis added). The Board’s precedential decision in Apple Inc. v. Fintiv, Inc., IPR2020-00019, Paper 11 (PTAB Mar. 20, 2020) (precedential) (“Fintiv”) sets forth six factors that we consider as part of this balanced assessment when determining whether to use our discretion to deny institution. Our analysis under Fintiv is guided by the USPTO Director’s Memorandum issued on June 21, 2022, titled “Interim Procedure for Discretionary Denials in AIA Post Grant Proceedings with Parallel District Court Litigation” (“Director’s Memo”). Pursuant to the Director’s Memo, we “will not discretionarily deny institution . . . where a petitioner presents a [Sotera] stipulation.” Director’s Memo at 3 (citing Sotera Wireless, Inc. v. (precedential as to § II.A)). We have considered all arguments and evidence presented by both parties as to whether we should exercise discretion and deny institution of inter partes review under Fintiv. Pet. 23–25; Prelim. Resp. 23–28; Prelim. Reply, Prelim. Sur-reply. Petitioner submitted a stipulation titled “Defendant/Counterclaimant Snap Inc.’s Sotera Stipulation,” which was filed in the co-pending district court litigation and, with the exception of the listing of the grounds in the instant proceeding, is the same as the stipulation filed in the Sotera case. Ex. 1047. Because Petitioner has offered a stipulation like in Sotera, i.e., to “not pursue in [the co-pending district court litigation] the specific grounds [asserted in this inter partes review], or any other ground . . . that could have been reasonably raised in the IPR” (Pet. 23; Ex. 1047), we do not discretionarily deny institution under Fintiv.” slip op. at 9
- PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsDenied
“find that Cohen was previously presented to the Office and the disclosures in the art asserted in the Petition, including Chu, Sherman, Joslin, and Lei, overlap the art before the Examiner during prosecution. We do not provide further analysis of part one of the Advanced Bionics framework because determine that Petitioner demonstrates that the Office erred in a manner material to the patentability of the challenged claims. 3.” slip op. at 13
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“U.S.C. § 314 and 37 C.F.R. § 42.4. We may institute an inter partes review if “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).” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for an ordinary level of skill, except we decline to adopt “at least” as that language is vague and open-ended. Otherwise, Petitioner’s proposed definition is consistent with the level of skill reflected” slip op. at 17
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 10,931,911 - Google LLC v. Nobots LLCAll claims unpatentablePTAB · Nov 29, 2023 · IPR2022-00941 · APJ Josiah C Cocks · IPR · Final written decision
Claims 3–9, 11, and 13–20 are unpatentable under §103 over the asserted prior-art combinations; claims 1, 2, 10, and 12 were disclaimed.
RulingsFinal written decision- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“d) Analysis Having considered the parties’ respective positions, we conclude that Petitioner’s view as to meaning of “not denying access” is more consistent with the ’885 patent, and the record at hand, than Patent Owner’s view. In that respect, we agree that “not denying access” is “broader” than “granting access” and encompasses other possible acts in which access is not denied,” slip op. at 13
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“We determine that it is unnecessary to expressly construe any other claim term. See Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (Only terms in controversy must be construed and only to the extent necessary to resolve the controversy); see also Nidec, 868 F.3d at 1017 (citing Vivid Techs in the context of an inter partes review).” slip op. at 21
- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art In determining the level of skill in the art, we consider the type of problems encountered in the art, the prior art solutions to those problems, the rapidity with which innovations are made, the sophistication of the technology, and the educational level of active workers in the field. Custom Accessories, Inc. v. Jeffrey-Allan Indus. Inc., 807 F.2d 955, 962 (Fed. Cir. 1986); Orthopedic Equip. Co. v. U.S., 702 F.2d 1005, 1011 (Fed. Cir. 1983). have had a bachelor’s degree in computer science or a related field with coursework relating to computer science, plus two years’ academic and/or industry experience in computer security. More education could substitute for experience, and vice versa.” Pet. 3–4 (citing Ex. 1003 ¶¶ 36–40). Patent Owner does not dispute this proposed level of skill. PO Resp. 15–16. We adopt Petitioner’s proposal as reasonable and consistent with the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 8
- Expert testimonyPetitioner expert creditedDecided for petitioner
“We conclude, at this time, that Petitioner’s reasoning is sound, and amply supported by record evidence. We also conclude that the record readily conveys that a skilled artisan would have had a reasonable expectation of success in combining the teachings of O’Sullivan and Willner to arrive at the invention of the relevant claims of the ’885 patent. On the record before us, we are not satisfied that either Patent Owner’s arguments or the testimony of its declarant, Samuel Russ, Ph.D., suitably take into account what a person of ordinary skill in the art would have gleaned from the teachings of O’Sullivan and Willner. See, e.g., Prelim Resp. 16, 25–27; Ex. 2101 ¶¶ 85–88. In that respect, and on the current record, we credit Dr. Lopresti’s testimony (e.g., Ex. 1003 ¶¶ 78, 79) over the countervailing testimony of Dr. Russ, as, in our view, Dr. Lopresti’s testimony better reflects what a skilled artisan would have understood in combining the teachings of O’Sullivan and Willner. Furthermore, although, as Patent Owner notes, the Petition does not use the specific phrase “reasonable expectation of success” (see, e.g., Prelim. Resp. 15), that such an expectation is present flows intrinsically from Petitioner’s and Dr. Lopresti’s explanation underscoring the proposed ground. Inst. Dec. 18–19.” slip op. at 39
Patent outcomesUS 10,423,885 unpatentableClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,423,885 - Google LLC v. Nobots LLCSome claims unpatentablePTAB · Nov 29, 2023 · IPR2022-00940 · APJ Josiah C Cocks · IPR · Final written decision
Claims 1–17 and 20 are unpatentable; claims 18 and 19 were not shown unpatentable, because the asserted grounds failed to establish the required limitations for those claims.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that a person of ordinary skill in the art at the time of the invention of the ’008 patent “would have had a bachelor’s degree in computer science or a related field with coursework relating to computer science, plus two years’ academic and/or industry experience in computer security. More education could substitute for experience, and vice versa.” Pet. 4 (citing Ex. 1003 ¶¶ 36–40). Patent Owner does not dispute this proposed level of skill. PO Resp. 2. We adopt Petitioner’s proposal as reasonable and consistent with the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 8
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“In considering Patent Owner’s explanation, and upon further reflection, we agree with Patent Owner’s reading of the pertinent sentence. In that regard, consistent with the remainder of the Specification of the ’008 patent, it follows that the noted sentence does not alter the contours of “acquired” data to also encompass “passive” data where that premise is entirely absent from other portions of the Specification. Rather, as Patent Owner explains, the sentence is consistent with the understanding that it is “active data” that is connected to the word “acquired” and “passive data” that is connected to the word “available.” See, e.g., id. Patent Owner’s explanation alleviates the ambiguity that was postulated in the Institution Decision. We have considered Petitioner’s views to the contrary (see, e.g., Pet. Reply 21–25) but find them unavailing. In particular, Petitioner does not reconcile its position that, although acknowledging that “acquired data” is defined in the ’008 patent, the term “acquiring” is not so defined and should be regarded as an “individual word” whose meaning is somehow entirely unconnected to “acquired.” See, e.g., Pet. Reply 21. We note, as we did in the Institution Decision, that the ’008 patent states that “acquired data” and “its equivalents and verb forms” is “a type of active data.” See Inst. Dec. 30 (citing Ex. 1001, 3:25–32). We are not persuaded by Petitioner’s view (see, identifiable as a verb form of “acquired.” See PO Sur-reply 8. We determine that, in the context of the ’008 patent, it clearly is. Having considered the competing views of Petitioner and Patent Owner, we conclude that Patent Owner’s construction of the term “acquiring interest data” is consistent with, and supported by, the Specification of the ’008 patent. In that regard, we conclude that, as is advanced by Patent Owner, “acquiring interest data” must encompass the retrieval of some active data.” slip op. at 16
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“1–3 and 6–17 are found in Willner. Pet. 9–26. During trial, Patent Owner presented no arguments challenging Petitioner’s proposed ground of unpatentability of claims 1–3 and 6–17 based on Willner. During oral argument, upon questioning, counsel for Patent Owner expressed that “We did not present any arguments on Claims 1 to 3, 6 to 17 on Ground 1.” Tr. 30:3–4. We determine that Petitioner, via its Petition, has established adequately where all the features of claims 1–3 and 6–17 are present in Willner. See Pet. 9–26. Given that determination, and in the absence of any argument during trial challenging Petitioner’s ground of unpatentability based on Willner as to those claims, we conclude that Petitioner has shown by a preponderance of the evidence that claims 1–3 and 6–17 are unpatentable under 35 U.S.C. § 102 based on Willner.” slip op. at 19
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“Here, we conclude that: (1) the parties’ recognized level of ordinary skill in the art (see Pet. 4; PO Resp. 2); (2) the knowledge of a skilled artisan as set forth by record evidence, including the teachings of Willner and Kitts; and (3) the nature of the problem addressed in both of those references, i.e., click fraud detection, all support a determination that a skilled artisan would have had adequate reasons to combine Willner and Kitts, and would have had a reasonable expectation in doing so. To that end, we find persuasive Petitioner’s arguments in the Petition as to the proposed reasoning to combine Willner and Kitts, and also credit Dr. Lopresti’s supporting testimony. See Pet. 28–29; Ex. 1003 ¶ 118. We are mindful of the contrasting testimony referenced by Patent Owner’s declarant, Dr. Russ. See, e.g., PO Resp. 38 (citing Ex. 2011 ¶¶ 107–110). Dr. Russ testifies that, in his view, there are “practical” and “technical” “considerations” in combining Willner and Kitts that a “POSA would have had to consider in determining whether a reasonable expectation of success exists, none of which are addressed or discussed in the Petition.” See Ex. 2011 ¶¶ 107–110. The example considerations listed by Dr. Russ are reproduced below: 1. How Kitts’ passive data could be collected and stored in conjunction with the mouse vector data already being collected by Willner; 2. How to collectively analyze fundamentally different types of data—Willner’s mouse vector data on one hand, and Kitts’ passive data on the other; 3. How to generate a useful confidence score that is more accurate than the scores already generated by Willner, again taking into consideration that passive data is a fundamentally different type of data than active data; assessment using the complex statistical model of Kitts; and 5. To what extent additional computer hardware would be necessary to enable the combined system to effectively operate and whether such hardware could be reasonably implemented, taking into consideration both cost and feasibility. Ex. 2011 ¶ 108. Those considerations are generally directed to collection and use of” slip op. at 36
Patent outcomesUS 9,595,008 mixedClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,595,008
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.