- Caption Health, Inc v. University Of British ColumbiaInstitution deniedPTAB · Dec 19, 2025 · IPR2025-01066 · APJ Mary C Hoffman · IPR · Institution
Institution was denied because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable, including failure to show the claimed image-receiving quality-assessment neural network.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314; 37 C.F.R. § 42.4(a). Under 35 U.S.C. § 314(a), an inter partes review may not be instituted “unless . . . the information presented in the petition . . . and any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Based on the current record and for the reasons explained below, Petitioner has not demonstrated a reasonable likelihood of prevailing with respect to at least one of the challenged claims of the ’591 patent. Thus, we do not institute this inter partes review.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Because Petitioner’s formulation is supported by declaratory testimony and appears consistent with the level of skill reflected in the asserted prior art and the ’591 patent, and because Patent Owner does not provide any supporting evidence, we adopt Petitioner’s formulation of the level of ordinary skill in the art. See Ex. 1002 ¶¶ 31–33. Our decision would be the same regardless of the differences between Petitioner’s and Patent Owner’s formulations.” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“The parties do not propose any express claim construction. Pet. 11– 12; Prelim Resp. 17. We also determine that no express claim construction is necessary for our Decision, apart from that discussed in our below analysis. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (holding that only terms in controversy must be construed “and only to the extent necessary to resolve the controversy”) (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundReasonable expectation not foundNot shown unpatentable
“Petitioner also fails to provide sufficient rationale and a reasonable expectation of success in combining Krishnan and Lee to arrive at a quality assessment neural network configured to receive an image. See Pet. 34–37. For example, the Petition lacks an explanation of why a POSITA would have been motivated to modify Krishnan’s quality assessment neural network to be configured to receive an image, instead of extracted features, in view of Lee’s image-receiving category classifying neural network. Id. Without such further explanation, Petitioner’s challenge falls short. Petitioner’s argument that neural networks for image quality assessment were “well-known” is not persuasive—it does not address the particular scope of limitation 1i, which also requires that the neural network is configured to receive images. Pet. 35 (citing Ex. 1002 ¶¶ 47–51, 118; Exs. 1017, 1023, 1024, 1026). Petitioner’s argument that combining Krishnan and Lee “would merely amount to applying known work from the field . . . to yield predictable results” is not persuasive because the Petition ties this reasoning to modifying Krishnan with Lee’s view-category-specific assessment parameters, not modifying Krishnan’s quality assessment neural network to receive images instead of extracted features. Id. at 37 (citing Ex. 1002 ¶ 126). Lastly, we note Petitioner’s expert’s discussion regarding neural networks for image quality assessments. Ex. 1002 ¶¶ 43–53 (citing Exs. 1010, 1015, 1016, 1017, 1018, 1023, 1024, 1026). However, the Petition does not explain how this evidence demonstrates that the proposed combination teaches or suggests a quality assessment neural network configured to receive images, or that such would have been obvious in the context of the claimed invention. See Pet. 32–37.” slip op. at 19
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,129,591 - Apple Inc. v. Ferid AllaniInstitution deniedPTAB · Nov 4, 2025 · IPR2025-00856 · APJ Jameson Lee · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–19 were obvious over the asserted prior-art combinations.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. See 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a). 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). The “reasonable likelihood” standard is “a higher standard than mere notice pleading” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential). We determine Petitioner has not demonstrated a reasonable likelihood that it would prevail in establishing the unpatentability of at least one of challenged claims 1–19 of the ’877 patent. Accordingly, the Petition is denied, and no trial is instituted.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner asserts that a person of ordinary skill at the pertinent time “would be a person with a bachelor’s degree in computer science, computer engineering, or a closely related discipline and two years of relevant professional experience in software engineering or a similar field.” Prelim. Resp. 10. We adopt Petitioner’s statement of the level of ordinary skill in the art. It is supported by the testimony of Dr. Bederson. Ex. 1003 ¶¶ 32–33, 37–39. Although Patent Owner has proposed a slightly different statement for the level of ordinary skill in the art, Patent Owner does not explain why Petitioner’s proposal is incorrect. We find Petitioner’s proposed level presents a better statement of the level of ordinary skill in the art because it requires experience with web-based information systems and Patent Owner’s proposal does not. As noted above, the ’877 patent relates to a method for accessing information sources and services on the Web. Ex. 1001, 2:4–12. Further, Petitioner’s proposal appears consistent with what is reflected by the content of the applied prior art. Cf. Okajima v. Bourdeau, 261 F.3d 1350, 1354–55 (Fed. Cir. 2001) (the applied prior art may reflect an appropriate level of skill). B.” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner
“We need not resolve the above-identified dispute, because a different aspect of “beforehand locally stored” is determinative. Read in context, “beforehand locally stored” in both limitations 1(a)(2) and 12(a) refer back to the “preliminary search” action recited in limitation 1(a)(1) and in limitation 12(a) itself, respectively. Thus, we construe “beforehand locally stored” to mean that the selection pages must already be stored within the communication device when the user begins the preliminary search, regardless of whether it was the user or an automated process that downloaded the selection pages to the communication device. This understanding stems from a plain reading of the claim language and does not leave room for reasonable doubt otherwise. Petitioner does not present any reason why the claims do not require the selection pages to have already been stored in the communication device when a user begins the preliminary search. C.” slip op. at 10
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached
“of the language in these limitations is that the selection pages must be beforehand locally stored, where beforehand is assessed at the time of starting a preliminary search. Based on this construction, Petitioner has not sufficiently shown that Rossman discloses limitation 1(a)(2) and limitation 12(a), even for institution purposes. Petitioner identifies Rossmann’s cards as the claimed selection pages of claims 1 and 12. Pet. 18–19. Rossmann’s cards, however, are not beforehand locally stored on the communication device at the time a user begins a preliminary search for information. Rather, on the record before us, at the time of starting a search for information, the user must request a connection to a server device at a desired host site, which request results in the server device at the host site sending one or more decks each including a plurality of cards to the user’s mobile device. Ex. 1004, 6:26–29; 7:22–27; 7:56–66. Thus, Rossmann’s cards are not beforehand locally stored at the time the user commences a preliminary search. Petitioner’s reliance on Himmel and on King do not make up for this deficiency.” slip op. at 14
Claim construction§ 103 obviousnessPatents in suitUS 8,271,877 - Apple Inc. v. DH International Ltd.Institution deniedPTAB · Jun 25, 2025 · IPR2025-00173 · APJ Brian P Murphy · IPR · Institution
Institution was denied for claims 1–13 because the petition did not show a reasonable likelihood that any challenged claim was unpatentable over the asserted obviousness grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“inter partes review may not be instituted “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Under § 314, the Board may not institute review on fewer than all claims challenged in the petition. SAS Inst., Inc. v. Iancu, 584 U.S. 357, 371 (2018). If the Board institutes a review, it will institute “on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Upon consideration of the Petition, the Preliminary Response, and the evidence of record, for the reasons set forth below, we conclude the Petition does not demonstrate a reasonable likelihood that Petitioner would prevail in showing the unpatentability of at least one challenged claim in the ’333 patent. Accordingly, we do not institute an inter partes review of claims 1–13 of the ’333 patent.” slip op. at 2
- Skill levelSkill level board ownOther
“prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and experience of a POSITA. We adopt the parties’ agreed level of ordinary skill in the art, which is consistent with the description in the ’333 patent and the prior art of record.” slip op. at 10
- BurdenNot shown unpatentable
“element” (limitation [1(e)]) onto a McGregor “device” placed in an RF field generated by Palmer’s reader/writer device. Pet. 28–31 (citing Ex. 1003 ¶¶ 95–105), 41–42 (citing Ex. 1003 ¶¶ 125–127). The Petition is unclear as to which McGregor device is being referenced, e.g., the smart card of Figure 2, the wallet embodiment of Figure 4, or some combination of embodiments disclosed in McGregor and Palmer. Id. Regardless, the proposed modification of McGregor in view of Palmer, as we understand it, is based on conclusory reasoning and appears to be motivated by hindsight rather than the teachings of the applied references. Prelim. Resp. 38–40 (citing Ex. 2001 ¶¶ 97–102). 7 Ground 2 challenges independent claim 11 for asserted obviousness over McGregor, Palmer, and Tuttle. The Petition’s reliance on Tuttle for its teaching of distinct data transmitter, data receiver, and cue receiver ports does not alter our analysis for claim 11. Pet. 55–62. POSITA would have understood that a series of instructions would be programmed into McGregor’s microprocessor to function as a switching element (pursuant to Palmer’s teachings), and as described.in the ’333 Patent. See Claim [1(b)]; see ’333 Patent, 6:9-14. Accordingly, McGregor’s microprocessor is a switching element (1) that is placed into an activated state after receiving a handshake signal (an activation cue) that establishes a communication during the handshake process and (2) that remains in an inactivated state if no reader/writer device is detected (no activation cue). Ex. 1003 ¶ 127 (emphases added). Dr. Buehrer’s citation to the ’333 patent, without explaining his mapping of limitation [1(e)] onto McGregor-Palmer beyond a general reference to 10-plus pages of limitation [1(b)] “control device” analysis, suggests hindsight reasoning. Id; see also Pet. 42 (generally referring to limitation [1(b)]). The Petition’s analysis, moreover, does not address why or how McGregor’s microprocessor would “accordingly” act as a data conveyance switching element or why a POSITA would want to program McGregor’s microprocessor to execute such a switching function in view of Palmer. We find the Petition and Dr. Buehrer’s testimony lacking in articulated reasoning supported by rational underpinnings sufficient to support the conclusion that limitation [1(e)] reads on the proposed McGregor-Palmer combination. See KSR, 550 U.S. at 418 (“there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”).” slip op. at 16
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“element” (limitation [1(e)]) onto a McGregor “device” placed in an RF field generated by Palmer’s reader/writer device. Pet. 28–31 (citing Ex. 1003 ¶¶ 95–105), 41–42 (citing Ex. 1003 ¶¶ 125–127). The Petition is unclear as to which McGregor device is being referenced, e.g., the smart card of Figure 2, the wallet embodiment of Figure 4, or some combination of embodiments disclosed in McGregor and Palmer. Id. Regardless, the proposed modification of McGregor in view of Palmer, as we understand it, is based on conclusory reasoning and appears to be motivated by hindsight rather than the teachings of the applied references. Prelim. Resp. 38–40 (citing Ex. 2001 ¶¶ 97–102). 7 Ground 2 challenges independent claim 11 for asserted obviousness over McGregor, Palmer, and Tuttle. The Petition’s reliance on Tuttle for its teaching of distinct data transmitter, data receiver, and cue receiver ports does not alter our analysis for claim 11. Pet. 55–62. POSITA would have understood that a series of instructions would be programmed into McGregor’s microprocessor to function as a switching element (pursuant to Palmer’s teachings), and as described.in the ’333 Patent. See Claim [1(b)]; see ’333 Patent, 6:9-14. Accordingly, McGregor’s microprocessor is a switching element (1) that is placed into an activated state after receiving a handshake signal (an activation cue) that establishes a communication during the handshake process and (2) that remains in an inactivated state if no reader/writer device is detected (no activation cue). Ex. 1003 ¶ 127 (emphases added). Dr. Buehrer’s citation to the ’333 patent, without explaining his mapping of limitation [1(e)] onto McGregor-Palmer beyond a general reference to 10-plus pages of limitation [1(b)] “control device” analysis, suggests hindsight reasoning. Id; see also Pet. 42 (generally referring to limitation [1(b)]). The Petition’s analysis, moreover, does not address why or how McGregor’s microprocessor would “accordingly” act as a data conveyance switching element or why a POSITA would want to program McGregor’s microprocessor to execute such a switching function in view of Palmer. We find the Petition and Dr. Buehrer’s testimony lacking in articulated reasoning supported by rational underpinnings sufficient to support the conclusion that limitation [1(e)] reads on the proposed McGregor-Palmer combination. See KSR, 550 U.S. at 418 (“there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”). The Petition does assert an obviousness theory within the analysis of the “control device” limitation [1(b)]. Pet. 25–35 (citing Ex. 1003 ¶¶ 85– 109). The Petition asserts that a “POSITA would have been motivated to implement McGregor’s device pursuant to Palmer such that the security code would be automatically transmitted when the device detects the receive the security code.” Pet. 28; see also id. at 31 (“A POSITA would have been motivated to implement Palmer’s (1) RF field detection and handshake processes and (2) Palmer’s transceiver hardware in McGregor’s device.”) (citing Ex. 1003 ¶¶ 95–105). We find the Petition’s obviousness theory to be inherently inconsistent and non-specific with regard to the “data conveyance switching element” recited in limitation [1(e)].” slip op. at 16
§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,628,333 - Google LLC v. Metarail, Inc.Institution deniedPTAB · Apr 24, 2025 · IPR2024-01271 · APJ Frances L Ippolito · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–21 were unpatentable over either asserted obviousness ground.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“Under 35 U.S.C. § 314(a), an inter partes review may not be instituted unless the information presented in the Petition and any response thereto shows “there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Considering the arguments presented and the evidence of record, we conclude that there is not a reasonable likelihood that Petitioner would prevail in challenging at least one of claims 1–21 of the ’342 patent as unpatentable under the grounds presented in the Petition. Pursuant to § 314, we hereby do not institute an inter partes review as to these claims of the ’342 patent.” slip op. at 2
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“(3) Discussion We observe first that “[Halevy’s] first step in processing a web source is to locate the forms in the source and to extract the text corresponding to the fields in the form.” Ex. 1006 ¶ 53. According to Halevy, the “web source is subsequently classified into the ontology classes.” Id. ¶ 55. Then, the “forms on the page are classified into the classes in the ontology.” Id. ¶ 57 (emphasis added). Halevy explains that this classification is used to predict what kinds of objects are in the databases queried by the form. Id. For “Schema Matching,” Halevy discloses “a mapping between the fields in the form and the SO-properties of the SO-classes[.]” Id. ¶¶ 61–62. Missing, however, from Halevy’s disclosure is any teaching or suggestion that fields are mapped “to one another using normalized variables stored in a normalized variable data database” as required by claim 1.” slip op. at 21
- Skill levelSkill level petitioner adoptedOther
“Petitioner contends that a POSITA “would have had a bachelor’s degree in computer science or a related field, and at least two years of experience with web programming and search engine systems[; m]ore education could substitute for experience, and vice versa.” Pet. 8 (citing Ex. 1003 ¶ 32). Patent Owner does not contest Petitioner’s proposal. Prelim. Resp. 9 (citing Ex. 2001 ¶¶ 35–36) (“Patent Owner and its expert apply this definition.”). For purposes of this Decision, 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 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Neither Petitioner nor Patent Owner present claim construction in the Petition or Preliminary Response. Pet. 9; see generally Prelim. Resp. Nonetheless, Petitioner contends that Patent Owner’s construction of “universal variable map” is too narrow, but does not appear to offer an alternative construction other than to state that a “universal variable map” includes “a database that links variables from different websites to each other.” See Reply 1-2 (emphasis omitted) (“PO’s arguments for why Halevy’s ‘form database’ is not a universal variable map are all premised on improperly narrowing the term’s scope by adding restrictions that are unsupported by the intrinsic record.”). In the Sur-Reply, Patent Owner reiterates that it has not proposed a construction for “universal variable map.” Sur-Reply 1 (“Patent Owner did not present any claim construction arguments regarding that term, nor does that term’s construction have any bearing on the arguments set forth in the POPR for denying the Petition.”). Based on our review of the preliminary record, we do not need to construe any terms expressly to reach our decision. 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))).” slip op. at 11
Claim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 10,262,342 - Google LLC v. Metarail, Inc.Institution deniedPTAB · Apr 24, 2025 · IPR2024-01272 · APJ Brian P Murphy · IPR · Institution
The Board denied institution because Google did not show a reasonable likelihood that claims 1–20 were unpatentable under any asserted obviousness ground.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“In an inter partes review, the burden of persuasion is on the petitioner to prove ‘unpatentability by a preponderance of the evidence,’ 35 U.S.C. § 316(e), and that burden never shifts to the patentee.” In re Magnum Oil Tools Int’l Ltd., 829 F.3d 1364, 1375 (Fed. Cir. 2016) (quoting Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015)); see also Aqua Products, Inc. v. Matal, 872 F.3d 1290, 1306 (Fed. Cir. 2017 (en banc (quoting Magnum Oil)). A patent claim is unpatentable under 35 U.S.C. § 103(a) if the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious to a person of ordinary skill in the art at the time the invention was made. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007) (quoting 35 U.S.C. § 103(a)). Obviousness is resolved based on underlying factual determinations, including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence of nonobviousness, i.e., secondary considerations. Graham v. John Deere Co., 383 U.S. 1, 17– 18 (1966). A party who petitions the Board for a determination of obviousness must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” Procter & Gamble Co. v. Teva Pharms. USA, Inc., 566 F.3d 989, 994 (Fed. Cir. 2009) (quoting Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1361 (Fed. Cir. 2007)). slip op. at 14
- Skill levelSkill level board ownOther
“In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and experience of a POSITA. For purposes of this Decision, we adopt the level of ordinary skill in the art described in the Petition and applied in the Preliminary Response, which is consistent with the description in the ’626 patent and the prior art of record.” slip op. at 11
- Expert testimonyPatent owner expert creditedDecided for patent owner
“While [Dr. Fox] asserts that Oldham’s external engine is the required “networked data source,” he does not identify any teaching in Oldham that there are any “field identifiers” in Oldham’s external engine. Dr. Fox then goes on to argue that “POSAs would have recognized that the SO-properties mapped to the keywords are determined ‘field identifiers of the networked data source stored in the universal variable data database’ based on the dynamic data because the SO-properties for each class are defined by the form engine and mapped to corresponding fields from various forms stored in the form database.” EX1003, ¶ 102. First, Halevy’s SO-properties obviously cannot be “field identifiers” of Oldham’s external engine, because Halevy’s SO-properties do not come from Oldham’s external engine. Rather, they are generated in Halevy’s system as part of the “database schema” of Halevy’s form database. See EX1006, [0038] (“In one embodiment of the present invention, the database describes web sources in terms of an ontology of classes and properties, which is referred to as the ‘search ontology’ (SO).”). In addition, Halevy’s SO-properties are not “field identifiers” at all. Rather, the SO-properties are simply search filters that assist Halevy’s search engine in determining a form’s degree of relevancy to the user’s keyword search query. See EX1006, [0137] (“[T]he system performs a lookup based on the structured query in the form database to identify forms of interest (step 608) and ranks these forms (step 610).”). Also I note that Dr. Fox argues elsewhere in his declaration that SO-properties are “normalized variables,” which even he recognizes are different from “field identifiers.” See, e.g., EX1003, ¶ 101 (“Halevy’s form engine determines field identifiers . . . by mapping keywords in the query to SO-properties (i.e., normalized variables) . . . .”). As described in the ’734 patent, “normalized variables” are used to create associations between field identifiers of different forms, but they are not themselves “field identifiers.” See EX1001, 15:65-16:3 (“In this way, once a site’s category is defined, the variable mapping exercise can be simplified to match which variables or identifiers match up with which normalized variable . . . .”). Thus, Dr. Fox fails to show any teaching or suggestion in the combination of Oldham and Halevy of the claim limitation “determining . . . field identifiers of the networked data source stored in the universal variable data database.” Ex. 2001 ¶¶ 59, 61–64 (underlining added). We adopt Dr. Malek’s testimony and reasoning above as our own.” slip op. at 25
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentable
“b. Halevy’s schema-mapping search engine Although Halevy’s schema-mapping system uses a common set of SO-properties for the form fields in each SO-class, there is no disclosure, teaching, or suggestion in Halevy to use schema-mapping for “mapping,” linking, or integrating the field identifiers (parameter names) of different forms on different websites to one another to generate deep-links. We find the Petition’s reasoning and the cited testimony of Dr. Fox on this crucial point to be conclusory. We also find the Preliminary Response to be persuasive, Dr. Malek’s testimony (Ex. 2001) to be credible, and the reasoning of both consistent with the disclosures in Halevy.” slip op. at 30
§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,152,734 - Google LLC v. Metarail, Inc.Institution deniedPTAB · Apr 24, 2025 · IPR2024-01269 · APJ Brian P Murphy · IPR · Institution
The Board denied institution because Petitioner did not show a reasonable likelihood that claims 1–10 were unpatentable over the four asserted obviousness grounds.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“In an inter partes review, the burden of persuasion is on the petitioner to prove ‘unpatentability by a preponderance of the evidence,’ 35 U.S.C. § 316(e), and that burden never shifts to the patentee.” In re Magnum Oil Tools Int’l Ltd., 829 F.3d 1364, 1375 (Fed. Cir. 2016) (quoting Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015)); see also Aqua Products, Inc. v. Matal, 872 F.3d 1290, 1306 (Fed. Cir. 2017 (en banc) (quoting Magnum Oil). 8 The UVM Limitation is identified as [1.A] in the Petition and Preliminary Response. A patent claim is unpatentable under 35 U.S.C. § 103(a) if the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious to a person of ordinary skill in the art at the time the invention was made. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007) (quoting 35 U.S.C. § 103(a)). Obviousness is resolved based on underlying factual determinations, including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence of nonobviousness, i.e., secondary considerations. Graham v. John Deere Co., 383 U.S. 1, 17– 18 (1966). A party who petitions the Board for a determination of obviousness must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” Procter & Gamble Co. v. Teva Pharms. USA, Inc., 566 F.3d 989, 994 (Fed. Cir. 2009) (quoting Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1361 (Fed. Cir. 2007)). slip op. at 13
- Skill levelSkill level petitioner adoptedOther
“In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and experience of a POSITA. For purposes of this Decision, we adopt the level of ordinary skill in the art described in the Petition and applied in the Preliminary Response, which is consistent with the description in the ’626 patent and the prior art of record.” slip op. at 11
- BurdenNot shown unpatentable
“In an inter partes review, the burden of persuasion is on the petitioner to prove ‘unpatentability by a preponderance of the evidence,’ 35 U.S.C. § 316(e), and that burden never shifts to the patentee.” In re Magnum Oil Tools Int’l Ltd., 829 F.3d 1364, 1375 (Fed. Cir. 2016) (quoting Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015)); see also Aqua Products, Inc. v. Matal, 872 F.3d 1290, 1306 (Fed. Cir. 2017 (en banc) (quoting Magnum Oil). 8 The UVM Limitation is identified as [1.A] in the Petition and Preliminary Response. A patent claim is unpatentable under 35 U.S.C. § 103(a) if the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious to a person of ordinary skill in the art at the time the invention was made. See KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007) (quoting 35 U.S.C. § 103(a)). Obviousness is resolved based on underlying factual determinations, including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) objective evidence of nonobviousness, i.e., secondary considerations. Graham v. John Deere Co., 383 U.S. 1, 17– 18 (1966). A party who petitions the Board for a determination of obviousness must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” Procter & Gamble Co. v. Teva Pharms. USA, Inc., 566 F.3d 989, 994 (Fed. Cir. 2009) (quoting Pfizer, Inc. v. Apotex, Inc., 480 F.3d 1348, 1361 (Fed. Cir. 2007)). We assess Petitioner’s evidence and argument according to the above- referenced obviousness standard. For the reasons given below, we determine Petitioner has not established that Belanger and Halevy disclose, teach, suggest or otherwise render obvious independent claim 1 of the ’626 patent. We begin with a discussion of Belanger and Halevy. slip op. at 13
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“Although Halevy’s schema-mapping technique maps each form field to a common set of SO-properties in each SO-class, there is no disclosure, teaching, or suggestion in Halevy to use schema-mapping to “link” or integrate form fields (parameter names) of different forms on different websites to each other to generate deep-links. We find the Petition’s reasoning and the cited testimony of Dr. Fox on this crucial point to be conclusory. We also find the Preliminary Response to be persuasive, Dr. Malek’s testimony (Ex. 2001) to be credible, and the reasoning of both consistent with the disclosures in Halevy.” slip op. at 22
§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,789,626 - Google LLC v. Metarail, Inc.Institution deniedPTAB · Apr 24, 2025 · IPR2024-01270 · APJ Frances L Ippolito · IPR · Institution
The Board denied institution on all grounds because Petitioner did not show a reasonable likelihood of proving any of claims 1–26 unpatentable.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“Under 35 U.S.C. § 314(a), an inter partes review may not be instituted unless the information presented in the Petition and any response thereto shows “there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Considering the arguments presented and the evidence of record, we conclude that there is not a reasonable likelihood that Petitioner would prevail in challenging at least one of claims 1–26 of the ’378 patent as unpatentable under the grounds presented in the Petition. Pursuant to § 314, we hereby do not institute an inter partes review as to these claims of the ’378 patent.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that a person of ordinary skill in the art (POSA or POSITA) at the time of the invention of the ’378 patent “would have had a bachelor’s degree in computer science or a related field, and at least two years of experience with web programming and search engine systems[; m]ore education could substitute for experience, and vice versa.” Pet. 17 (citing Ex. 1003 ¶ 32). Patent Owner does not contest Petitioner’s proposal. Prelim. Resp. 9 (citing Ex. 2001 ¶¶ 35–36) (“Patent Owner and its expert apply this definition.”). For purposes of this Decision, 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 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Based on our review of the preliminary record, we do not need to construe any terms expressly to reach our decision. 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))).” slip op. at 11
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“(3) Discussion We observe first that “[Halevy’s] first step in processing a web source is to locate the forms in the source and to extract the text corresponding to the fields in the form.” Ex. 1006 ¶ 53. According to Halevy, the “web source is subsequently classified into the ontology classes.” Id. ¶ 55. Then, the “forms on the page are classified into the classes in the ontology.” Id. ¶ 57 (emphasis added). Halevy explains that this classification is used to predict what kinds of objects are in the databases queried by the form. Id. For “Schema Matching,” Halevy discloses “a mapping between the fields in the form and the SO-properties of the SO-classes[.]” Id. ¶¶ 61–62. Missing, however, from Halevy’s disclosure is any teaching or suggestion that a “plurality of computer-readable field identifiers” are mapped “to one another” as required by claim 1. Petitioner’s declarant, Dr. Fox, testifies that “[t]he ‘SO-classes’ are identified for each form and used to map the fields in the form (i.e., “the plurality of computer-readable field identifiers”) to one another using “SOproperties,” as shown . . . in annotated Figure 3.” Ex. 1003 ¶ 104 (citing Ex. 1006 ¶¶ 39–40, 45, 49, 62, 67). Yet, those cited portions of Halevy do not support Dr. Fox’s testimony. As Patent Owner’s declarant, Dr. Sam Malek, explains: the language highlighted by Petitioner in Figure 3 does not actually show that “[t]he ‘SO-classes’ are . . . used to map the fields in the form . . . to one another using ‘SO-properties,’” as he contends. Id. Rather, the language in Figure 3 that Dr. Fox has highlighted merely shows that, for any given form, there is “mapping between fields” of that form and “class properties.” EX1006, Fig. 3. In other words, fields in a form are mapped to class properties. Figure 3 does not show any mapping of fields to each other, as Dr. Fox argues.” slip op. at 22
Claim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 9,633,378 - Apple Inc. v. Haptic, Inc.Institution deniedPTAB · Apr 4, 2025 · IPR2024-01476 · APJ Andreas Baltatzis · IPR · Institution
The Board denied institution of review of claims 3, 6, 7, 12, and 13, exercising § 314(a) discretion under Fintiv after balancing the parallel litigation factors.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied
“prejudice to renewal if the PTAB institutes IPR review.” Ex. 2023, 6. A stay denial without prejudice to renew if a PTAB trial is instituted “usually weigh[s] against exercising authority to deny institution.” Fintiv, Paper 11 at 7. But “proximity of the court’s trial date and investment of time are relevant to how much weight to give to the court’s willingness to reconsider a stay.” Id. Although the District Court denied a stay pending the Board’s decision, the court also identified the proximity of the trial date and litigation investment as significant factors in its initial denial of the requested stay. See Ex. 2023, 6. Thus the evidence is inconclusive as to whether or not the District Court would stay the case if we granted institution at this time. Absent a clear indication from the District Court, we decline to predict whether a stay would be granted.” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away foundOther
“a sensor in a fixed position relative to a sensing surface to provide a fixed reference point for accurate detection of vibratory signals”), 171 (“the sensor is held in a particular position within the housing and relative to the surface that the housing is mounted to”). Stewart teaches the opposite: a sensor that is vibrated inside a housing to measure rotational movement. Ex. 1006, 5:54–56, 6:5–10, 6:20–31; Ex. 2001 ¶¶ 100, 133, 138. Thus, Stewart’s sensor is flexibly suspended with brackets inside the housing to allow movement and minimize transmission of vibrations from the surface to the sensor. Ex. 1006, 5:7–24, 7:61–64; Ex. 2001 ¶ 102. Petitioner combines Murakoshi with Stewart’s brackets and case mounts to fix the sensor to prevent it from moving within the housing and thus enable the sensor to detect vibrations from outside the housing. See Pet. 24, 33–36. But Stewart’s teachings undermine the very reason proffered by Petitioner, because Stewart’s sensor is movably suspended within the housing so that it does not detect vibrations from outside the housing. See DePuy Spine, Inc. v. Medtronic Sofamor Danek, Inc., 567 F.3d 1314, 1326 (Fed. Cir. 2009) (“An inference of nonobviousness is especially strong where the prior art’s teachings undermine the very reason being proffered as to why a person of ordinary skill would have combined the known elements.”).” slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successReasonable expectation not foundOther
“Likewise, we find a significant weakness in Petitioner’s argument for a reasonable expectation of success in the combination. “The reasonable expectation of success requirement refers to the likelihood of success in combining references to meet the limitations of the claimed invention.” Intelligent Bio-Sys., Inc. v. Illumina Cambridge Ltd., 821 F.3d 1359, 1367 (Fed. Cir. 2016). Claim 1 requires “said sensor being in a fixed position portion” that “set[s] a rigid position of said sensor relative to said mounting surface” (limitation 1e). As discussed above, neither Murakoshi nor Stewart appear to teach a sensor in a fixed position relative to said engagement means or a rigid position relative to said mounting portion. Accordingly, even if Murakoshi’s and Stewart’s teachings were to be combined, the combined teachings would not appear to meet the limitations of the claimed invention.” slip op. at 14
§ 103 obviousnessDiscretionary denialPatents in suitUS 9,996,738 - Apple Inc. v. Haptic, Inc.Institution deniedPTAB · Apr 4, 2025 · IPR2024-01475 · APJ Andreas Baltatzis · IPR · Institution
The Board denied institution of IPR challenging claims 1, 2, 4, 5, and 8–11, exercising its discretion under § 314(a) based on the Fintiv factors.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Institution denied fintivDenied
“litigation, the Board assesses all relevant circumstances, including the merits, to balance considerations such as system efficiency, fairness, and patent quality. See Fintiv, Paper 11; NHK Spring Co. v. Intri-Plex Techs., Inc., IPR2018-00752, Paper 8 at 19–20 (PTAB Sept. 12, 2018) (precedential). We consider six factors as part of this balanced assessment when determining whether to use our discretion to deny institution: 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. Fintiv, Paper 11 at 5–6. In evaluating these factors, we “take[] a holistic view of whether efficiency and integrity of the system are best served by denying or instituting review.” Id. at 6.” slip op. at 8
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot reached
“vibrations on a surface and using the vibrations to generate a control signal for a device. Ex. 1004 ¶¶ 21, 25, 29, 30, 36. To measure vibrations on a surface, Murakoshi’s sensor must be fixed within the housing and held in position relative to the surface. See Ex. 1003 ¶¶ 142 (“it is necessary to hold a sensor in a fixed position relative to a sensing surface to provide a fixed reference point for accurate detection of vibratory signals”), 174 (“the sensor is held in a particular position within the housing and relative to the surface that the housing is mounted to”). Stewart teaches the opposite: a sensor that is vibrated inside a housing to measure rotational movement. Ex. 1006, 5:54–56, 6:5–10, 6:20–31; Ex. 2001 ¶¶ 100, 133, 138. Thus, Stewart’s sensor is flexibly suspended with brackets inside the housing to allow movement and minimize transmission of vibrations from the surface to the sensor. Ex. 1006, 5:7–24, 7:61–64; Ex. 2001 ¶ 102. Petitioner combines Murakoshi with Stewart’s brackets and case mounts to fix the sensor to prevent it from moving within the housing and thus enable the sensor to detect vibrations from outside the housing. See Pet. 23, 31–35. But Stewart’s teachings undermine the very reason proffered by Petitioner, because Stewart’s sensor is movably suspended within the DePuy Spine, Inc. v. Medtronic Sofamor Danek, Inc., 567 F.3d 1314, 1326 (Fed. Cir. 2009) (“An inference of nonobviousness is especially strong where the prior art’s teachings undermine the very reason being proffered as to why a person of ordinary skill would have combined the known elements.”).” slip op. at 14
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Not reached
“We find Petitioner’s argument based on the combination of Li and iFixit to be a closer call than the argument based on Murakoshi and Stewart. However, because we exercise our discretion to deny the Petition in view of the parallel litigation, we need not determine whether Petitioner meets the standard for institution based on the combination of Li and iFixit.” slip op. at 17
§ 103 obviousnessDiscretionary denialPatents in suitUS 9,996,738 - Samsung Electronics Co., Ltd / Samsung Electronics America, Inc. v. Secure Wi-Fi LLCInstitution deniedPTAB · Mar 24, 2025 · IPR2024-01369 · APJ Christopher L Ogden · IPR · Institution
The Board denied institution under Fintiv, finding the factors holistically favored discretionary denial of review.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied
“and Trademark Office under 37 C.F.R. § 42.4(a), we may only institute an inter partes review when “the information presented in the petition . . . and any response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a); see also 37 C.F.R. § 42.108(c). However, institution of inter partes review is discretionary. See Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1367 (Fed. Cir. 2016) (“[T]he PTO is permitted, but never compelled, to institute an IPR proceeding.”). For the reasons below, we exercise our discretion not to institute an inter partes review.” slip op. at 2
- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Institution denied fintivDenied
“A holistic balancing of the Fintiv factors weighs in favor of discretionary denial of the Petition. As discussed above, factor 2 weighs heavily in favor of discretionary denial because the district court is likely to address patentability issues at trial before we would issue a final written decision. Factor 4 weighs in favor of discretionary denial, as does Factor 5 at least to some degree. Factors 1 and 6 are neutral. Factor 3 weighs against discretionary denial, but this factor does not outweigh the other factors under the circumstances of this case. Thus, the evidence of record favors exercising our discretion to deny institution of an inter partes review.” slip op. at 19
- Parallel petitionsNot reached
“patent. See Pet. 1; PO Resp. 43; Pet. Reply 4–5; Pet. Sur-reply 3–4. Patent Owner argues that Petitioner failed to justify the filing of two petitions challenging the same patent, and has not provided a ranking of the petitions or explained the differences between the two petitions. Prelim. Resp. 43 (citing Patent Trial and Appeal Board Consolidated Trial Practice Guide (Nov. 2019), https://www.uspto.gov/TrialPracticeGuideConsolidated (“Trial Practice Guide”)). Because Petitioner has subsequently ranked this Petition as the first among the two (Pet. Reply 4–5), and because we deny institution based on the Fintiv factors as discussed above, we need not decide whether it was appropriate for Petitioner to file two petitions challenging the ’552 patent.” slip op. at 19
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Other
“Based on the preliminary evidence, Petitioner has not shown that Vardi’s radio resource database from the server, which includes unauthenticated third-party information, teaches the claimed “authenticated access point list” transmitted by or received from the server. Petitioner has not cited to any evidence that a list including previously connected access points and unauthenticated third-party data constitutes the ordinary and customary meaning of the term “authenticated access point list.” To the extent that Petitioner is arguing that the term should be construed in a way that departs from its ordinary and customary meaning, Petitioner has not pointed to evidence for such a departure in the intrinsic record, and we are aware of no such evidence. We note that the ’522 patent states, “[b]y way of example, but not limitation,” that an “authenticated access point may include . . . an access point previously connected with [the] end device.” Ex. 1001, 4:33–36. But this does not appear to suggest that a prior connection is sufficient to authenticate the access point in the context of the ’552 patent.” slip op. at 18
§ 103 obviousnessDiscretionary denialPatents in suitUS 9,961,552
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.