• Bio-Rad Laboratories, Inc. v. California Institute Of TechnologyNo claims unpatentable
  PTAB · Mar 23, 2026 · IPR2024-01451 · APJ Tawen Chang · IPR · Final written decision

  Claims 1–19 were not shown unpatentable: Larson did not establish the claimed detection in a single sample volume, and the asserted obviousness combinations did not cure the deficiencies.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Patent Owner states that, “[f]or purposes of this IPR proceeding, PO does not contest Petitioner’s description of qualifications for a person of ordinary skill in the art (POSA) set forth [above].” PO Resp. 23. In view of the above, and because Petitioner’s uncontested description of one of ordinary skill in the art is reasonable and consistent with the ’921 patent and the cited art, we adopt Petitioner’s definition of a POSA for purposes of this Decision, except that we replace the phrase “at least a year of experience in quantitative and/or dPCR and fluorescence-based analyte detection” with “around a year of experience in quantitative and/or dPCR and fluorescence-based analyte detection.” Pet. 9 (emphasis added).13” slip op. at 14

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

    “We begin with “the context in which a term is used in the asserted claim,” which can be “highly instructive.” Phillips, 415 F.3d at 1314. In this case, claim 1 recites that the claimed assay is “capable of unambiguously detecting the presence or absence of each of said at least M analytes, in any combination of presence or absence, in a single sample volume, . . . wherein the analytes are amplified in the single sample 15 In this regard, we note that Petitioner’s claim construction position is not predicated on the collection of droplets being reconstituted into its original, pre-partition form prior to amplification; rather, the droplets remain compartmentalized from each other in the PCR thermal cycling tube. Tr. 65:21–66:9 (Petitioner’s counsel explaining that the droplets do not combine in the PCR thermal cycling tube but, rather, are “suspended in an immiscible fluid and analyzed en masse”). indicates that the first instance of single sample volume, i.e., the single sample volume in which the presence or absence of each M analytes are to be detected, is the antecedent basis for the second instance of “single sample volume,” i.e., the single sample volume in which the analytes are amplified. Thus, as the parties appear to agree, the single sample volume in which amplification takes places must be the same single sample volume in which the presence or absence of analytes are to be detected. We are not persuaded that, when accorded its plain and ordinary meaning, a single sample volume divided into a collection of droplets would be considered the “same” single sample volume prior to its partition.” slip op. at 17

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

    “With respect to the limitation, “wherein the analytes are amplified in the single sample volume,” Petitioner asserts that “Larson discloses PCR assays that amplify target polynucleotide in a single sample volume, specifically a portion of the reaction mixture that is subsequently partitioned into droplets.” Pet. 31 (emphasis added). There is no dispute that the amplification of the analytes in Larson occurs in the droplets. Larson ¶¶ 6–7 (explaining that “[d]igital PCR (dPCR) is an alternative quantitation method in which dilute sample are divided into many separate reactions” and that “[t]he template is amplified in the droplet for detection”) (emphasis added). Because the claims require that amplification of the analytes be in the same sample volume in which the at least M analytes, in any combination of presence or absence, is unambiguously detected, and because the pre-partition single sample volume is not the same single sample volume as the collection of droplets after partition under our claim construction set forth above, we find Petitioner has not shown, by a preponderance of evidence, that claims 1–10 and 13–19 are anticipated by Larson.17 Tr. 68:12–69:14 (Petitioner’s counsel” slip op. at 27

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

    “Although we agree with Petitioner that Larson contemplates scenarios in which droplets may contain more than one target molecule and does not require the exclusion of such multiple occupancy droplets in all embodiments, we are nevertheless not persuaded Petitioner has shown, based on a preponderance of evidence, that Larson renders obvious an assay capable of unambiguously detecting, in such multiple occupancy droplets, the presence or absence of each of at least M analytes, in any combination of presence or absence, when M is greater than F and F is at least 2.” slip op. at 32

  Patent outcomesUS 11,827,921 not shown unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 11,827,921
• Inergy Technology, Inc. v. Force Mos Technology Co., Ltd.No claims unpatentable
  PTAB · May 16, 2025 · IPR2024-00093 · APJ Grace Karaffa Obermann · IPR · Final written decision

  Claims 1–9 were not proven unpatentable because the asserted references did not establish the claimed epitaxial layer or the required coverage of the trench sidewalls.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner defines a person of ordinary skill in the art as having “a Master’s degree in electrical engineering, and at least two years of relevant work experience in the field of integrated circuit design and manufacturing.” Pet. 13 (citing Ex. 1003 ¶¶ 32–37, 57). Patent Owner does not dispute Petitioner’s definition. PO Resp. 6. We adopt Petitioner’s proposed definition of the level of ordinary skill in the art because it is supported by unopposed declaration testimony and appears to be consistent with the disclosures of the ’634 patent and the asserted prior art references. See Ex. 1001, 1:6–2:33 (describing the invention and related art in terms of integrated circuit design and fabrication); see also Ex. 1006 ¶¶ 1–6 (Hirler); Ex. 1008 ¶¶ 1–37 (Kobayashi); Ex. 1009 ¶¶ 2–29 (Shiraishi). Neither party, moreover, indicates the overall result would change based on a different definition.” slip op. at 7

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

    “Petitioner argues that “the sidewalls of said trenches in said base layer are covered” should be construed to mean that “the entire sidewalls of” those trenches are covered. Pet. 18–19. We refer to this as “the sidewall limitation.” Petitioner shows persuasively that the disclosure and file history of the ’634 patent support its position on the sidewall limitation. Id. Patent Owner, for its part, observes that, after the filing of the Petition. two District Courts adopted the construction proposed by Petitioner.” PO Resp. 21 (citing Ex. 2010, 6–9; Ex. 2011, 23). Patent Owner also agrees to apply Petitioner’s construction for purposes of this proceeding. Id. We agree with Patent Owner that an express construction of the sidewall limitation is necessary to this Decision, id., and adopt Petitioner’s undisputed definition because it is supported by the record. No other claim term requires express construction for purposes of this Decision.” slip op. at 8

  • BurdenNot shown unpatentable

    “On this record, Petitioner fails to demonstrate that any claim is unpatentable under any ground asserted in the Petition. IV. CONCLUSION For the above reasons, we determine that Petitioner fails to establish by a preponderance of the evidence that claims 1–9 of the ’634 patent are unpatentable.” slip op. at 34

  • Expert testimonyPetitioner expert discountedPatent owner expert creditedDecided for patent owner

    “Alternatively, even if we set aside that timing issue, Dr. Liu’s bare opinion, advanced for the first time during cross-examination, that an epitaxial layer is “obvious” from Hirler’s disclosure is inadequate to support the challenges. Id. at 24–25. We accord little weight to Dr. Liu’s opinion because it is conclusory. See Xerox Corp. v. Bytemark, Inc., IPR2022-00624, Paper 9 at 15 (PTAB Aug. 24, 2022) (precedential). In any event, Petitioner does not meet, on this record, the “high standard” required to establish an inherent disclosure of an epitaxial layer in Hirler. PO Resp. 24.6 Dr. Liu opined for the first time during cross-examination “that it would have been impossible to create Hirler’s more lightly doped n- drift zone layer on top of its more heavily doped n+ substrate layer other than via epitaxy.” Id. at 25 (citing Ex. 2014, 164:16– 165:20). But Patent Owner effectively refutes that proposition with evidence that such a layer “could be created by counter-doping,” even if, as Dr. Liu contends, counter-doping may have been less ideal due to “disadvantageous mobility.” Id. (citing Ex. 2012 ¶ 133; Ex. 2014, 166:15–167:8).” slip op. at 11

  Patent outcomesUS 7,629,634 not shown unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 7,629,634
• Bluebird Bio, Inc. v. Sloan Kettering Institute For Cancer ResearchNo claims unpatentable
  PTAB · Apr 22, 2024 · IPR2023-00074 · APJ Sheridan K Snedden · IPR · Final written decision

  Claims 1, 2, 5–8, 11, and 15 were not shown unpatentable because the cited May references did not sufficiently disclose or guide a skilled artisan to the claimed LCR fragments.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Patent Owner does not dispute Petitioner’s description of the level of ordinary skill in the art. See PO Resp. Because Petitioner’s uncontested definition of one of ordinary skill in the art is reasonable and consistent with the ’061 patent and the prior art of record, we adopt Petitioner’s definition for purposes of this Decision.” slip op. at 8

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

    “Petitioner states that “that no term of the ’061 patent requires construction to resolve the challenges in this Petition.” Pet. 25 (citing Ex. 1002 ¶¶ 50–51) (footnote omitted). Patent Owner does not argue for any express claim constructions. See PO Resp. Based upon our review of the current record, we determine that no claim terms require express construction for purposes of this Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, construed, “and only to the extent necessary to resolve the controversy.”).” slip op. at 8

  • Novelty / Anticipation (§102) › Prior-art status of a reference › Printed publication / public accessibilityReference not prior artNot shown unpatentable

    “represents the inventors’ own work, and thus the May Thesis is not prior art to the ’061 patent. PO Resp. 14–15. The May Thesis is authored by Chad May, who is a listed inventor of the ’061 patent. Id.; Ex. 1004, 3; Ex. 1001, code (75). Thus, the May Thesis represents the work of one of the ’061 inventors and is therefore ineligible as prior art under 35 U.S.C. § 102(a) based on the July 1, 2002 priority date. See, e.g., In re Katz, 687 F.2d 450, 454–455 (CCPA 1982) (a prior publication by inventors or a subset of the inventors does not qualify as prior art under 102(a)). With respect to 35 U.S.C. § 102(b), we find that the May Thesis is ineligible as prior art, even assuming that the Challenged Claims are not entitled to receive benefit of an earlier filing date. Petitioner provides evidence that the May Thesis was publicly available as of November 26, 2001. Pet. 17 (citing Ex. 1036 ¶¶ 1–26; Ex. 1002 ¶ 60). Patent Owner does not dispute that evidence. Based on the undisputed November 26, 2001 public availability date, the May Thesis represents a disclosure less than one year before the asserted effective filing date, i.e., July 1, 2002. Based on that timing and because the disclosure was made by the inventor, the May Thesis is not available as prior art to the Challenged Claims under 35 U.S.C. §102(b).” slip op. at 11

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

    “summarized above, we determine that the May Article fails to disclose the restriction sites surrounding the BstXI and SnaBI HS2-, BamHI and HindIII HS3-, or BamHI and BanII HS4-spanning nucleotide fragments, as required by the challenged claims. According to Petitioner, that limitation is inherently disclosed by the May Article’s description of the lengths of the HS2, HS3, and HS4 fragments in the TNS9 vector and its depiction of those fragments on a map of the LCR. Pet. 28. To support its inherency argument, Petitioner relies on knowledge in the art, i.e., the availability of the entire map of the LCR region, and the availability of restriction enzymes, including BstX1, SnaBI, BamHI, HindIII, and BanII. Id. at 39–40 (citing Kennametal, 780 F.3d at 1381–83). Based on that combined information, Petitioner contends that a POSA would “have been able to map all of the possible restriction sites in the regions flanking the cores of HS2, HS3, and HS4.” Id. Petitioner asserts further that “[g]iven the May Article’s disclosure regarding the size and location of TNS9’s HS2, HS3, and HS4 fragments, a POSA would have placed these fragments onto the restrictionsite map of the LCR” that was available at the time, and would have identified only six possible combinations of restriction enzyme fragments, including the one recited in claim 1. Id. Upon closer inspection, however, we appreciate from the testimony of Petitioner’s declarant, Dr. Bungert, that the process involved in arriving at those six possible combinations is predicated on numerous assumptions guiding a number of exacting steps to be performed in order to achieve the the claimed LCR fragment would have involved the steps of (a) placing fragments that are the disclosed size of the HS2, HS3, and HS4 fragments from the TNS9 vector in the May Article onto the known restriction-site map of the LCR; (b) comparing those fragments to the “‘drawn to scale’ map” in the May Article; and then (c) identifying various fragments and determining which ones are consistent with the May Article’s description and match up with the fragments on the May Article’s drawn to scale map. Ex. 1002 ¶¶ 143–156. To identify the fragments consistent with the May Article’s description, it was necessary for Dr. Bungert to use certain assumptions that exclude unfavorable enzymes, such as using a range of ± 20 bp in order to identify fragments with lengths that are within 20 bp of the fragments reported in the May Article. Id. In view of the number of assumptions and steps required to get from what is disclosed in the May Article to arrive at the alleged “six possible LCRs (i.e., combination of HS2, HS3, and HS4 fragments based on the TNS9 LCR disclosed in the May Article)—including the LCR recited in claim 1,” Ex. 1002 ¶ 156, we do not find that Petitioner has demonstrated that fragments having the restriction sites recited in claim 1 would have been “at once envisaged” by a skilled artisan as argued by Petitioner. Pet. 39–40.” slip op. at 16

  Patent outcomesUS 8,058,061 not shown unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 8,058,061
• Bluebird Bio, Inc. v. Sloan Kettering Institute For Cancer ResearchNo claims unpatentable
  PTAB · Apr 22, 2024 · IPR2023-00070 · APJ Sheridan K Snedden · IPR · Final written decision

  Claims 1, 10, 19, and 22 were not shown unpatentable because the May Thesis was not prior art and the May Article and May Abstract did not establish the claimed LCR fragments.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Patent Owner does not dispute Petitioner’s description of the level of ordinary skill in the art. See PO Resp. Because Petitioner’s uncontested definition of one of ordinary skill in the art is reasonable and consistent with the ’179 patent and the prior art of record, we adopt Petitioner’s definition for purposes of this Decision.” slip op. at 8

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

    “Based upon our review of the current record, we determine that no claim terms require express construction for purposes of this Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (Only those terms that are in controversy need be construed, “and only to the extent necessary to resolve the controversy.”).” slip op. at 8

  • Novelty / Anticipation (§102) › Prior-art status of a reference › Patents / published applications (effective date, provisional support)Reference not prior artNot shown unpatentable

    “the ’179 patent. Id.; Ex. 1004, 3; Ex. 1001, code (75). Thus, the May Thesis represents the work of one of the ’179 inventors and is therefore ineligible as prior art under 35 U.S.C. § 102(a) for challenged claims 1, 19, and 22. See, e.g., In re Katz, 687 F.2d 450, 454–455 (CCPA 1982) (a prior publication by inventors or a subset of the inventors does not qualify as prior art under 102(a)). With respect to 35 U.S.C. § 102(b), we find that the May Thesis is ineligible as prior art, even assuming that claims 1, 19, and 22 are not entitled to receive benefit of an earlier filing date. Petitioner provides evidence that the May Thesis was publicly available as of November 26, 2001. Pet. 17 (citing Ex. 1036 ¶¶ 1–26; Ex. 1002 ¶ 60). Patent Owner does not dispute that evidence. Based on the undisputed November 26, 2001 public availability date, the May Thesis represents a disclosure less than one year before the asserted effective filing date, i.e., the July 1, 2002, for claims 1, 19, and 22 challenged with this reference. Based on that timing and because the disclosure was made by the inventor, the May Thesis is not available as prior art to challenged claims 1, 19, and 22 under 35 U.S.C. §102(b). Petitioner has not established that the May Thesis is prior art to claims” slip op. at 11

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

    “summarized above, we determine that the May Article fails to disclose the restriction sites surrounding the BstXI and SnaBI HS2-, BamHI and HindIII HS3-, or BamHI and BanII HS4-spanning nucleotide fragments, as required by the challenged claims. According to Petitioner, that limitation is inherently disclosed by the May Article’s description of the lengths of the HS2, HS3, and HS4 fragments in the TNS9 vector and its depiction of those fragments on a map of the LCR. Pet. 28. To support its inherency argument, Petitioner relies on knowledge in the art, i.e., the availability of the entire map of the LCR region, and the availability of restriction enzymes, including BstX1, SnaBI, BamHI, HindIII, and BanII. Id. at 30–31 (citing Kennametal, 780 F.3d at 1381–83). Based on that combined information, Petitioner contends that a POSA would “have been able to map all of the possible restriction sites in the regions flanking the cores of HS2, HS3, and HS4.” Id. Petitioner asserts further that “[g]iven the May Article’s disclosure regarding the size and location of [TNS9’s] HS2, HS3, and HS4 fragments, a POSA would have placed these fragments onto the restrictionsite map of the LCR” that was available at the time, and would have identified only six possible combinations of restriction enzyme fragments, including the one recited in claim 1. Id. Upon closer inspection, however, we appreciate from the testimony of Petitioner’s declarant, Dr. Bungert, that the process involved in arriving at those six possible combinations is predicated on numerous assumptions guiding a number of exacting steps to be performed in order to achieve the claimed LCR fragment. According to Dr. Bungert, the process for making the claimed LCR fragment would have involved the steps of (a) placing fragments that are the disclosed size of the HS2, HS3, and HS4 fragments from the TNS9 vector in the May Article onto the known restriction-site map of the LCR; (b) comparing those fragments to the “‘drawn to scale’ map” in the May Article; and then (c) identifying various fragments and determining which ones are consistent with the May Article’s description and match up with the fragments on the May Article’s drawn to scale map. Ex. 1002 ¶¶ 112–117. To identify the fragments consistent with the May Article’s description, it was necessary for Dr. Bungert to use certain assumptions that exclude unfavorable enzymes such as using a range of ± 20 bp in order to identify fragments with lengths that are within 20 bp of the fragments reported in the May Article. Id. In view of the number of assumptions and steps required to get from what is disclosed in the May Article to arrive at the alleged “six possible LCRs (i.e., combination of HS2, HS3, and HS4 fragments based on the TNS9 LCR disclosed in the May Article)—including the LCR recited in claim 1,” Ex. 1002 ¶ 117, we do not find that Petitioner has demonstrated that fragments having the restriction sites recited in claim 1 would have been “at once envisage[d]” by a skilled artisan as argued by Petitioner. Pet. 30–31.” slip op. at 16

  Patent outcomesUS 7,541,179 not shown unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 7,541,179
• Nespresso USA, Inc. v. K-Fee System GMHBNo claims unpatentable
  PTAB · Apr 10, 2024 · IPR2022-01574 · APJ James J Mayberry · IPR · Final written decision

  Claims 1–13 were not shown unpatentable because the asserted combinations did not teach or render obvious the claimed groove entirely to the side of the chamfered mandrel.

  RulingsFinal written decision

  • Skill levelSkill level board ownPatent owner expert discountedDecided for patent owner

    “The Federal Circuit has made clear that, “[t]o offer expert testimony from the perspective of a skilled artisan in a patent case—like for claim construction, validity, or infringement—a witness must at least have ordinary skill in the art.” Kyocera Senco Indus. Tools Inc. v. Int’l Trade Comm’n, 22 F.4th 1369, 1376–77 (Fed. Cir. 2022) (emphasis added). “Without that skill, the witness’[s] opinions are neither relevant nor reliable.” Id. at 1377. The Federal Circuit reasons that “‘[a]dmitting testimony from a person . . . with no skill in the pertinent art serves only to cause mischief and confuse the factfinder.’ . . . That testimony would ‘amount[ ] to nothing more than advocacy from the witness stand.’” Id. (quoting Sundance, Inc. v. DeMonte Fabricating Ltd., 550 F.3d 1356, 1362, 1364–65 (Fed. Cir. 2008)). possesses at least the level of ordinary skill in the art. Our level of ordinary skill in the art requires a bachelor’s degree in engineering plus five years of experience in design of mechanical beverage systems, or similar products, as well as experience with sensors for recognizing an identifier. Patent Owner does not persuasively account for how Dr. Howle’s experience, extensive as it may be, includes five years of experience in design of mechanical beverage systems, or similar products, as well as experience with sensors for recognizing an identifier. Cf. Kyocera, 22 F.4th at 1376 (“Dr. Pratt has advanced degrees in engineering and extensive experience in the design and manufacture of fastener driving tools. But he lacks experience in power nailer design.”).” slip op. at 21

  • Expert testimonyPatent owner expert discountedDecided for petitioner

    “The Federal Circuit has made clear that, “[t]o offer expert testimony from the perspective of a skilled artisan in a patent case—like for claim construction, validity, or infringement—a witness must at least have ordinary skill in the art.” Kyocera Senco Indus. Tools Inc. v. Int’l Trade Comm’n, 22 F.4th 1369, 1376–77 (Fed. Cir. 2022) (emphasis added). “Without that skill, the witness’[s] opinions are neither relevant nor reliable.” Id. at 1377. The Federal Circuit reasons that “‘[a]dmitting testimony from a person . . . with no skill in the pertinent art serves only to cause mischief and confuse the factfinder.’ . . . That testimony would ‘amount[ ] to nothing more than advocacy from the witness stand.’” Id. (quoting Sundance, Inc. v. DeMonte Fabricating Ltd., 550 F.3d 1356, 1362, 1364–65 (Fed. Cir. 2008)). possesses at least the level of ordinary skill in the art. Our level of ordinary skill in the art requires a bachelor’s degree in engineering plus five years of experience in design of mechanical beverage systems, or similar products, as well as experience with sensors for recognizing an identifier. Patent Owner does not persuasively account for how Dr. Howle’s experience, extensive as it may be, includes five years of experience in design of mechanical beverage systems, or similar products, as well as experience with sensors for recognizing an identifier. Cf. Kyocera, 22 F.4th at 1376 (“Dr. Pratt has advanced degrees in engineering and extensive experience in the design and manufacture of fastener driving tools. But he lacks experience in power nailer design.”).” slip op. at 21

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

    “Based on the information above, we conclude that the limitation “a groove that is laterally offset from the chamfered mandrel” requires the groove to be entirely to the side of any part of the mandrel. This construction is consistent with the words of the claim—the claim states that the groove is laterally offset from, or to the side of, the chamfered mandrel, not merely offset from a portion of or the centerline of the mandrel. This construction is also consistent with the one embodiment describing the relationship between the mandrel and groove containing the seal, which depicts the groove entirely to the side of the chamfered mandrel. We do not accept Mr. Jobin’s testimony that laterally offset is determined relative to the centerline of an object. Neither the intrinsic record nor other extrinsic evidence provides support for Mr. Jobin identifying the centerline of an object as the reference point for determining if a point is laterally offset from the object.” slip op. at 31

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

    “We do not agree with Petitioner that Yoakim teaches a groove that is laterally offset from the chamfered mandrel. As we indicated in our claim construction section, we construe the claim term to require the groove to be entirely to the side of any part of the mandrel. We agree with Patent Owner that, as depicted in Yoakim’s Figure 35, the alleged groove is not entirely to the side of any part of the mandrel. See Pet. 69; see also Pet. Reply 19 (showing the alleged groove, in red, including a portion over the chamfered mandrel); PO Resp. 55 (same). Even if Petitioner’s position is that all of the groove must be to the side of the centerline of the mandrel, Petitioner fails to prove that Yoakim teaches such a structure. As seen in Petitioner’s illustration at page 19 of Petitioner’s Reply (reproduced above), a small portion of the groove (which Petition colorizes in red) is to the left of the centerline (shown in green). See Pet. Reply 19.” slip op. at 40

  Patent outcomesUS 11,254,491 not shown unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 11,254,491
• 3M Company v. Bay Materials, LLCNo claims unpatentable
  PTAB · Jan 16, 2024 · IPR2022-01214 · APJ Grace Karaffa Obermann · IPR · Final written decision

  Claims 1–4, 7–11, and 13 were not shown unpatentable because Petitioner did not establish the flexural-modulus limitation over Hinz and the Durasoft data sheets, with or without Sun.

  RulingsFinal written decision

  • Skill levelSkill level patent owner adoptedDecided for patent owner

    “The parties disagree about the appropriate definition of the ordinarily skilled artisan and, in particular, whether that artisan would have had experience or familiarity with processing “thermoformable polymer sheets” to form “orthodontic and dental appliances.” Resp. 8; see Pet. 10–11 n.1 (disagreeing with that proposition). We agree with Patent Owner for the following reasons.” slip op. at 8

  • Expert testimonyPetitioner expert discountedPatent owner expert creditedDecided for patent owner

    “B. Conflicting Opinion Testimony Petitioner’s own witness, Dr. Giacomin, opines that an ordinarily skilled artisan “would have been familiar with various machines and methods that would have enabled the thermoforming of multilayer dental sheets into shapes that conform with the teeth (i.e., creating a dental appliance).” Ex. 1002 ¶ 25. Nonetheless, Petitioner does not contest Patent Owner’s evidence that Dr. Giacomin himself lacks that qualification. Compare Resp. 9–10 (citing Ex. 1002 ¶¶ 1–9, 17 & n.1), with Reply (nowhere contesting that evidence). Petitioner also leaves uncontested Patent Owner’s evidence that Dr. Osswald, by contrast, possesses “the required experience” with dental appliances, including thermoforming processes for their manufacture. Compare Resp. 10 (citing Ex. 2006 ¶¶ 2–8; Ex. 2007), with Reply (nowhere contesting that evidence). Dr. Giacomin possesses excellent qualifications in the field of polymer rheology, but on this record, he demonstrates no, or inadequate, familiarity or experience with methods of thermoforming dental appliances from polymeric materials, which by his own admission is a minimum qualification of the hypothetical person of ordinary skill in the art. Ex. 1002 ¶¶ 1–11 (statement of qualifications), App’x A (curriculum vitae). Patent Owner’s witness, Dr. Osswald, by contrast, has “experience with polymer materials used in dental appliances” and “shaping operations, including thermoforming” processes for such applications. Ex. 2006 ¶¶ 5, 6. Against that backdrop, where the two witnesses’ opinions differ about the level of ordinarily skill in the art of thermoforming processes for dental appliances at the time of the invention, we credit Dr. Osswald’s opinions over those of Dr. Giacomin. We take note, moreover, that Dr. Osswald’s opinions would not change under Petitioner’s somewhat different definition of the level of ordinary skill in the art. Ex. 2006 ¶ 14.” slip op. at 11

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

    “C. Claim Construction Claim terms are given their ordinary and customary meaning, as understood by one of ordinary skill in the art in the context of the entire disclosure. In re Translogic Tech., Inc., 504 F.3d 1249, 1257 (Fed. Cir. 2007). We construe only terms in controversy and then only to the extent necessary to resolve the controversy. Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017). No claim term requires express construction for purposes of this Decision.” slip op. at 12

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

    “In the absence of explanation by Petitioner, we are left to wonder why either of those two ranges reported in Sun would have been recognized as applicable, without modification, to the three-layer dental splint of Hinz. Starting with a commercially-available, two-layer sheet of hard-soft PC-TPU or hard-soft PETG-TPU thermoplastic polymers, Hinz bonds a third layer, consisting of hard PC or hard PETG, to the soft TPU layer of the two-layer material by a process of thermoforming. No prior art reference explains how that process would have been understood to affect the overall flexural modulus of the resulting three-layer, hard-soft-hard composition. Petitioner does not supply an adequate reason for combining Sun’s preferred flexural modulus range, reported for Sun’s dental appliances at a temperature of 23˚ C, to dental splints formed by Hinz from fundamentally different polymers and a fundamentally different process. See Pet. 65–68 (entirety of four-page analysis on this ground); Resp. 32–38; Sur-reply 7–14 (well-supported explanation of those fundamental differences); Reply 8–16 (Petitioner’s unpersuasive responsive positions). The flexural modulus of Sun’s dental appliance not only is temperature dependent but also varies with the flexural strength of the polymeric material at hand. Ex. 1018 ¶ 12. Too late in the Reply, Petitioner raises fact-intensive reasons why those differences would not have mattered to an ordinarily skilled artisan. Reply 8–16. In any event, we agree with Patent Owner that Petitioner glosses over “[f]undamental differences” between the polymers and processes of Sun and Hinz, differences that “are central to [the] motivation to combine inquiry” and undercut Petitioner’s view that an ordinarily skilled artisan would have understood either of Sun’s flexural modulus ranges to apply, without modification, to Hinz’s polymers and process. Resp. 33 (quoting Adidas AG v. Nike, Inc., 963 F.3d 1355, 1359 (Fed. Cir. 2020)) (first alteration in original); see Sur-reply 8–16 (Patent Owner’s persuasive arguments and evidence on point). The ground based on Sun is deficient for the above reasons.” slip op. at 25

  Patent outcomesUS 10,946,630 not shown unpatentable
  Claim construction§ 103 obviousnesscites Graham
  Patents in suitUS 10,946,630
• BTC Corporation v. TG Biotech Co., Ltd.No claims unpatentable
  PTAB · Nov 13, 2023 · IPR2022-00998 · APJ Ulrike W Jenks · IPR · Final written decision

  Claims 1–13 were not shown unpatentable under the asserted obviousness grounds; Patent Owner’s motion to strike Exhibit 1038 was granted.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “We are not persuaded by Petitioner’s contention that we should disregard Dr. Naumovski’s testimony because she may have taken a leave of absence from work for a couple of years. The record supports that Dr. Naumovski not only meets the requirements of the person of ordinary skill in the art, but also appears to have relevant knowledge with respect to Gynostemma pentaphylum (“GP”) saponins. See Ex. 2015 (Appendix A). related field, and at least two years of experience using techniques for extraction and characterization of plant-based materials.” PO Resp. 11 (citing Ex. 2015 ¶ 74). Because there are more than 400 species of plants that contain saponins, Patent Owner disagrees that a person of ordinary skill in the art would be familiar with the structure and utility of saponins. Id. The level of skill in the art is a reference point for gauging what would have been obvious based on the reference disclosures. See Okajima, 261 F.3d at 1355. In other words, the lens of the level of ordinary skill in the art does not change a prior art’s disclosure, though it may change one’s understanding of what is disclosed. Patent Owner, however, does not explain how its definition provides a reference point that would meaningfully alter the Petition’s assertions of obviousness. For purposes of this decision, we analyze the asserted prior art with respect to the level of skill set forth by Petitioner, but there would be no difference in the outcome of this Decision if we were to apply the level of skill in the art set forth by Patent Owner. C.” slip op. at 13

  • Expert testimonyPatent owner expert creditedDecided for patent owner

    “during the full trial, we determine that Petitioner has not shown by a preponderance of the evidence that applying the methods of Kim 460 to the G. pentaphyllum starting material of Razmovski necessarily results in the damulin levels as claimed. We agree with Dr. Naumovski’s explanation that the use of an impure damulin B standard containing a double peak renders the results as shown in Exhibit 1013 unreliable. Ex. 2015 ¶¶ 141–143, 162–173; see Ex. 2007. Dr. Naumovski further explains that the use of an impure standard would require the application of a correction factor, but this correction factor would need to be reassessed as the purity of the standard decreases over time. See Ex. 2015 ¶ 166. As Dr. Naumovski explains that applying a correction factor to the linear regression would result in a shallower slope. Ex. 2015 ¶ 165 (citing 2006, 71:12–73:5; 99:2–9). “Reducing the calibration curve slope increases the amount of damulin B calculated from the experimental extracts.” Ex. 2015 ¶ 165. However, in the Experimental Report-1 the same correction factor for the damulin B standard was used to” slip op. at 41

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

    “Petitioner requests construction of the terms “an effective amount for improving or treating the metabolic syndrome,” which is found in claims 11–13, as meaning “an amount that produces any measurable amount of improvement in the metabolic syndrome” (Pet. 13–15 (citing Ex. 1003 ¶ 91)) and “[a] pharmaceutical composition for improving and treating a metabolic syndrome, comprising at least one of at least 0.7% damulin A and at least 0.5% damulin B . . . and a pharmacologically acceptable carrier or excipient,” which is found in claim 8, as meaning “a pharmaceutical composition that includes an extract with 0.7% and 0.5% of damulin A and damulin B[, respectively,] along with a carrier or excipient” (id. at 15–16 (citing Ex. 1002, 64–65, 251–52, 280; Ex. 1001, 12:15–67, Table 2)). Patent Owner argues that “constructions are not necessary.” PO Resp. 11–12. We agree with Patent Owner and determine that it is not necessary for purposes of this Decision to construe any claim terms. See Vivid Techs., Inc. v. Am. Sci. & Eng'g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (only terms” slip op. at 15

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

    “Obviousness does not require absolute predictability of success . . . all that is required is a reasonable expectation of success.” In re Droge, 695 F.3d 1334, 1338 (Fed. Cir. 2012) (quoting In re Kubin, 561 F.3d 1351, 1360 (Fed. Cir. 2009) (citing In re O’Farrell, 853 F.2d 894, 903–04 (Fed.Cir.1988)); Intelligent Bio-Systems, Inc. v. Illumina Cambridge Ltd., 821 F.3d 1359 (Fed. Cir. 2016) (explaining that the expectation of success issue involves a showing of “a reasonable expectation of achieving what is claimed”) (emphasis added). Here, Petitioner relies on Kim 460 to show that heating ginseng, which contains the ginsenosides Rb1, Rb2, Rc, Rd, Rg3, and Rg5, results in a teaches that ginseng with the higher Rg3 and Rg5 content is 50-fold more potent in their vasodilation studies than the non-treated samples. Razmovski teaches that G. pentaphyllum contains over 100 saponins and eight of those saponins are the same as protoparaxadiol-type ginsenosides Rb1, Rc, Rb3, Rd, F2, Rg3, malonyl-Rb1, and malonyl-Rd that are found in P. ginseng. Ex. 1007, 4. Knowing that G. pentaphyllum also contains ginsenosides Rb1, Rb2, Rc, Rd, Rg3, and Rg5, we find Petitioner’s conclusion that heating a G. pentaphyllum extract that contains these ginsenosides would similarly increase the ginsenoside levels of Rg3 and Rg5 is a reasonable inference from the cited references. Based on the teachings in Kim 460, we agree with Petitioner that it would have been reasonable to expect that the same source material, although derived from a different plant, would behave similarly to heat treatment. See Pet. 24. Because G. pentaphyllum is a less expensive starting material, we also agree with Petitioner that there is sufficient motivation to substitute G. pentaphyllum for ginseng in the methods of Kim 460. slip op. at 29

  Patent outcomesUS 8,357,786 not shown unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 8,357,786
• Markforged Inc. v. Continuous Composites, Inc.No claims unpatentable
  PTAB · Sep 26, 2023 · IPR2022-00679 · APJ Sheldon M Mcgee · IPR · Final written decision

  Claims 1–12, 20, and 21 were not proven unpatentable; the asserted obviousness grounds failed for insufficient motivation to combine, teaching away, or missing claim limitations.

  RulingsFinal written decision

  • Adverse judgmentAdverse judgmentOther

    “Patent Owner statutorily disclaimed claims 13–19 on July 25, 2023, rendering Petitioner’s Grounds 4, 9, and 10 moot. Ex. 2008. Thus, our Final Written Decision does not address Petitioner’s Grounds 4, 9, and 10. The Board heard oral arguments in an in-person hearing conducted on July 27, 2023. See Paper 23.” slip op. at 4

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “(“POSITA”) would have had a master’s or bachelor’s degree in mechanical engineering, materials science, or a related degree, and either at least 3–5 years of experience (with a master’s degree), or at least 5–6 years of experience (with a bachelor’s degree), in composite materials or additive manufacturing. Pet. 13–14 (citing Ex. 1002 ¶ 36). Patent Owner states that it “does not agree that Petitioner’s proposed level of skill in the art accurately reflects the level of ordinary skill in the art as of the priority date . . . [, but r]egardless [of] the level of skill, . . . the Petition does not show the challenged claims are unpatentable.” Resp. 14–15. Patent Owner does not propose a different level of skill in the art. See id. at 15 (“Patent Owner reserves the right to propose a level of ordinary skill in the art later in this proceeding, or in other proceedings.”). On this record, we determine that the level of ordinary skill is reflected in the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (specific findings on the ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown” (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985))). Although a more specific definition is not necessary, we adopt Petitioner’s proposed definition because, on this record, it is consistent with the disclosures of the asserted prior art references. Neither party, however, advances information explaining how or why the result in this case would change based on the level of ordinary skill determined by the Board.” slip op. at 7

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

    “Petitioner advances no specific construction of any claim term, but rather proposes that “claim terms should be given their plain and ordinary meaning.” Pet. 14. Patent Owner asserts that the term “anchor” should be construed according to its plain and ordinary meaning, which, according to Patent Owner, is “contact to which the path of composite material is adhered to enable pulling of the path.” Resp. 15 (citing Ex. 2006, 2, 53). Petitioner responds that “[i]n the parallel litigation, the Court has construed ‘anchor point’ and ‘anchor’ as ‘a contact point to which the path is affixed and that serves as an origin point for the formation of the path.’” Reply 3. On the complete record, we determine that no claim term needs an express construction to resolve the controversy. C. GROUND 1 – ALLEGED OBVIOUSNESS OF CLAIMS 20 AND 21 OVER LIPSKER” slip op. at 9

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

    “combining multiple embodiments from a single prior art reference (Resp. 31), i.e., “there must be a motivation to make the combination and a reasonable expectation that such a combination would be successful, otherwise a skilled artisan would not arrive at the claimed combination.” In re Stepan, 868 F.3d 1342, 1346 n.1 (Fed. Cir. 2017). On this record, Petitioner fails to provide any such motivation to combine the embodiment in Lipsker’s Figure 2 with those of Figures 4A, 4B, 4C, and 5 to arrive at the subject matter of claim 20. Pet. 23–31. Rather, Petitioner merely points to the disparate embodiments of Figures 2, 4A, 4B, 4C, and 5 and portions of Lipsker’s disclosure pertaining to those embodiments, and asserts that Lipsker “discloses” the individual limitations recited in claim 20. See, e.g., id. at 25 (Petitioner, relying on Figure 2, asserting that “Lipsker discloses the preamble of Claim 20”), 27 (Petitioner, relying on Figure 5, asserting that “Lipsker discloses Element 20[a]”), 28 (quoting Lipsker’s descriptions of wire and adhesive dispensed separately as depicted in Figure 2, and asserting “Lipsker discloses Element 20 [c]”), 29 (pointing to Figures 4A, 4B, and 4C and asserting “Lipsker discloses Element 20[d]”). Pointing to disparate embodiments without providing a sufficient motivation to combine them is not enough to establish the obviousness of claim 20 as a whole. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 418 (2007) (holding that a claim “composed of several elements is not proved obvious merely by demonstrating that each of its elements was, independently, known in the prior art”).” slip op. at 14

  Patent outcomesUS 10,744,708 not shown unpatentable
  Claim construction§ 103 obviousnesscites Phillips · Graham
  Patents in suitUS 10,744,708
• Apple Inc. v. Logantree, LPNo claims unpatentable
  PTAB · Aug 30, 2023 · IPR2022-00037 · APJ Patrick R Scanlon · IPR · Final written decision

  Claims 1–5, 8–11, 20, 25, 30–32, 36, 39–42, 45–51, 61–65, 144, and 147 were not shown unpatentable under the asserted obviousness grounds.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “In the Decision on Institution, we adopted Petitioner’s proposed level of ordinary skill in the art, stating it was “consistent with the evidence of record, including the asserted prior art.” Dec. Inst. 8. In proposing a different level of ordinary skill in the art, Patent Owner does not explain why its proposed skill level is more appropriate.12 PO Resp. 16. In addition, the parties’ proposed definitions are materially similar. 12 Petitioner does not address the level of ordinary skill in the art in its Reply. definition, although our conclusions with respect to obviousness would be the same if we were to apply Patent Owner’s definition.” slip op. at 10

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

    “We determine that we need not expressly construe “movement sensor” to resolve the parties’ disputes because doing so would have no effect on the analysis below. 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, 200 F.3d at 803 (Fed. Cir. 1999)). To the extent the parties raise claim construction issues in addressing the asserted grounds, we address such issues below.” slip op. at 12

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

    “Also, the Petition merely states that “Ono supports instances where the user stops the step-counting mode operation using switch S2 after the processor detects that” the target distance or the target number of steps has been reached and notifies the user by generating an alarm sound. Pet. 53 (emphasis added). In this case, supporting the notion of the user stopping the step-counting mode operation in response to the alarm is not the same as teaching or suggesting the notion to one of ordinary skill in the art. The possibility that a user could stop the step-counting operation in response the alarm is insufficient to render claims 1 and 20 obvious to one of ordinary skill in the art. See In re Facebook, Inc., 743 F. App’x. 998, 1001–02 (Fed Cir. 2018) (deciding that an example in a prior art reference showing that it is possible for image elements to be contiguous is not sufficient to teach a LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (“[O]bviousness concerns whether a skilled artisan not only could have made but would have been motivated to make the combinations or modifications of prior art to arrive at the claimed invention.”). Petitioner’s reliance on the Hewlett-Packard and Unwired Planet cases (Pet. 56) is unavailing, as the facts in those cases are distinguishable from the facts of the present proceeding. Namely, both of those cases involved prior art references that disclosed operations that satisfied a claimed feature some, but not all, of the time. Hewlett-Packard, 340 F.3d at 1326; Unwired Planet, 841 F.3d at 1002. Here, Ono does not disclose the user stopping the step-counting mode operation in response to the alarm even some of the time. In view of the above, we determine, based on the full record, that the combination of Ono and Hutchings does not disclose limitations [1f] or [20f]. Accordingly, we are not persuaded that Petitioner has met its burden of showing, by a preponderance of the evidence, that independent claims 1 and 20 are unpatentable over the combination of Ono and Hutchings.” slip op. at 28

  • BurdenNot shown unpatentable

    “We have determined incorporated Grounds 1, 2, 3A, 3B, and 4, as well as Ground 5A, deficient for the reasons discussed above. Furthermore, to the extent Petitioner contends that any of these combinations somehow adds something to supplement or strengthen the patentability analysis of the incorporated grounds, we note that neither the Petition nor Dr. Kenny provides sufficient particularity to support such a position. See Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (“In an IPR, the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” (citing 35 U.S.C. § 312(a)(3)); see 1359, 1369 (Fed. Cir. 2016) (“It is of the utmost importance that petitioners in the IPR proceedings adhere to the requirement that the initial petition identify ‘with particularity’ the ‘evidence that supports the grounds for the challenge to each claim.’” (quoting 35 U.S.C. § 312(a)(3))). Accordingly, we are not persuaded on the complete record before us that Petitioner has demonstrated, by a preponderance of the evidence, that: (1) claims 48, 50, and 51 are unpatentable over the combination of Ono, Hutchings, Amano, Conlan, Kaufman, and Hickman (Ground 5B); (2) claims 1–5, 8–11, 20, 25, 30, 31, 36, 39–42, 45–47, 49, and 61–65 are unpatentable over the combination of Ono, Hutchings, Amano, and Conlan (Ground 6A); (3) claims 48, 50, and 51 are unpatentable over the combination of Ono, Hutchings, Amano, Conlan, and Hickman (Ground 6B); (4) claims 1, 3–5, 8–11, 20, 25, 30, 36, 39–42, 61–65, 144, and 147 are unpatentable over the combination of Ono, Hutchings, Amano, and Kaufman (Ground 7); (5) claims 1–5, 8, 10, 20, 25, 30, 31, 39, 41, 42, 45–47, 49, 61–65, 144, and 147 are unpatentable over the combination of Ono, Hutchings, Conlan, and Kaufman (Ground 8A); and (6) claims 48, 50, and 51 are unpatentable over the combination of Ono, Hutchings, Conlan, Kaufman, and Hickman (Ground 8B).” slip op. at 36

  Patent outcomesUS 6,059,576 not shown unpatentable
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 6,059,576
• Rideco Inc. v. Via Transportation, Inc.No claims unpatentable
  PTAB · Aug 17, 2023 · IPR2022-00740 · APJ Michael L Woods · IPR · Final written decision

  Petitioner failed to prove claims 1–13, 15, and 17–20 unpatentable under the asserted obviousness grounds, chiefly because Lambert did not teach system-selected virtual bus stops.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Having considered the parties’ arguments and evidence of record, we adopt Petitioner’s asserted level of ordinary skill. We find that Petitioner’s level of skill is consistent with the problems identified and solutions provided in the ’411 patent and the prior art. In particular, we agree with Petitioner that the relevant field of art is not limited to the backend artificial intelligence components in a ride-sharing system, as Patent Owner contends. See Pet. Reply 6–7; see also PO Resp. 20–23. We disagree with Patent Owner’s assertions that the ’411 patent is directed towards a complex artificial intelligence system far beyond the scope of traditional navigation systems. See PO Resp. 20–23. Neither Patent Owner nor its expert, Dr. Jacquillat, cites to the patent to explain why the art of the ’411 patent is limited to artificial intelligence components in determining the relevant skill in the art. See id.; see also Ex. 2022 ¶¶ 41–51. As Patent Owner acknowledges, the ’411 patent makes no reference to “artificial intelligence” directly, and Patent Owner instead relies upon declarant testimony to argue that the patent is directed towards an advancement in artificial intelligence. PO Sur-reply 11. Patent Owner claims that “programming a computer to make decisions in the place of humans is a form of artificial intelligence.” Id. Regardless, we need not determine the precise definition of artificial intelligence to determine the relevant skill in the art for a patent that never even uses the term. We agree with Petitioner that a skilled artisan with an understanding of computer programming and navigation systems, as well as two to four years of experience in location-based systems, would understand the “computer-implemented transportation system” of the ’411 patent. In summary, we find that the relevant level of ordinary skill in the art “would have been a person having (i) a Bachelor’s degree in computer science, computer engineering, electrical engineering, or a similar technical field[;] (ii) a working knowledge of computer programming and navigation systems; and (iii) two to four years of experience with location-based systems, user interfaces and databases.” Pet. 5–6 (citing Ex. 1003 ¶ 37).” slip op. at 14

  • Expert testimonyDecided for petitioner

    “Additionally, we find that Mr. Andrews’s background would qualify him as a person of ordinary skill in the art even if we adopted Patent Owner’s proposed level of ordinary skill in the art. Under Patent Owner’s proposal, a person of ordinary skill in the art would have a “degree in computer science, operations research, industrial engineering, applied mathematics, or a related field with at least two years of experience with optimization modeling, large scale optimization algorithms, or artificial intelligence solutions in the context of ride-sharing systems.” PO Resp. 30 (emphasis added). The record demonstrates that Mr. Andrews meets these qualifications. Mr. Andrews possesses a Bachelor of Science degree in Electrical Engineering and a Master of Science degree in Electronic Engineering, which we find to be in a “related field.” Ex. 1003 ¶ 6. Additionally, Mr. Andrews has significantly more than two years of experience in the fields Patent Owner suggests are relevant as evidenced by, for example, Mr. Andrews’s testimony that he has experience in “locationbased systems,” and “work[ing] in database dispatch systems for fleet management.” Ex. 2023, 44:2–9; 44:15–19. This experience demonstrates that Mr. Andrews had at least two years of experience in “optimization modeling.” The parties agree, however, that Mr. Andrews does not have experience working with ride-sharing systems. Nevertheless, Patent Owner’s definition includes artisans who lack that particular experience. Specifically, Patent Owner’s definition provides that: A person with an advanced degree (a master’s or Ph.D.) in computer science, operations research, industrial engineering, applied mathematics or a related field and a focus on data science, artificial intelligence or operations research would also have been an ordinary artisan in the field of the ’411 patent even if that person lacked two years of specific experience with ride-sharing systems. PO Resp. 20 (emphases added). In other words, even if the first prong of Patent Owner’s definition requires the expert’s experience to be “in the context of ride-sharing systems,” Mr. Andrews would nevertheless satisfy the qualifications of a POSITA under the second prong, which does not require experience with “ride-sharing systems.” See id. This Decision does not turn on the differences between the parties’ characterization of a skilled artisan.” slip op. at 15

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownDecided for patent owner

    “The parties are in agreement. Despite the parties’ briefing on this term, the parties do not dispute the construction of “virtual bus stops.” Absent any controversy, we adopt the parties agreed-upon construction of the term. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (stating 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))). Specifically, we adopt the parties’ construction that “virtual bus stops” means “pickup and dropoff locations selected by the ride-sharing system itself.” Compare PO Resp. 23, with Pet. Reply 4. We further adopt the parties’ construction that the system need not use artificial intelligence—whatever that may mean—to select the virtual bus stops. Compare PO Sur-reply 5, with Pet. Reply 4; see also supra § III.A (“[W]e need not determine the precise definition of artificial intelligence to determine the relevant skill in the art pertaining to a patent that never even uses the term.”).” slip op. at 18

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

    “performs actions (see, e.g., Ex. 1004, 2:49–52; 2:63–67, 3:19–20, 3:34–35), we decline to infer from Lambert’s single sentence (id. at 4:17–23) that Lambert’s server is also programmed to perform the step of “dynamically selecting pickup and dropoff locations” (i.e., virtual bus stops). In other words, if Lambert’s server was programmed to select pickup and dropoff locations, as Petitioner would have us believe, we find that Lambert’s disclosure would have stated so. It does not.” slip op. at 39

  Patent outcomesUS 10,197,411 not shown unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR
  Patents in suitUS 10,197,411

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.