- Tiktok Inc. v. Ntech Properties, Inc.Some claims unpatentablePTAB · Feb 6, 2026 · IPR2024-01340 · APJ Terrence W Mcmillin · IPR · Final written decision
Claims 1–12 and 14–18 are unpatentable as obvious over Whitehead, alone or with Marcus ’904; claims 13 and 19–24 were not shown unpatentable.
RulingsFinal written decision- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“establishes that the subject matter of independent claim 19 would have been obvious in view of Whitehead. Claim 19 recites “an aggregator having a memory and a processor, the processor adapted for . . . providing an output signal including data indicative of the selection and of user data.” Ex. 1001, 15:51–16:3. As discussed above (Section II.C.2), we construe claim 19 as requiring a signal including both “data indicative of the selection and of user data.” Accordingly, we consider whether Petitioner has shown that Whitehead teaches or suggests that the “aggregator” “provid[e] an output signal including” both “data indicative of the selection and of user data.”” slip op. at 46
- Expert testimonyOther
“Cristofalo’s “user identifiers” represent data about users that Cristofalo’s system uses to “select a specific media object” (advertisements) from received “multi-object programming data.” Cristofalo at ¶ [0048]. For example, a user identifier may indicate that a given user is a Coca-Cola drinker, and when the receiving system receives the multi-object programming data it can select a particular media object out of several possible media objects (e.g., a Pepsi advertisement) to push to the user. Id. This user data exists independently of, and does not relate to, any particular media stream or streams. See Goodrich PO Resp. Decl. at ¶ 135. Petitioner seems to recognize this when tersely referring to “user identifiers” as “data,” not “data relating to a plurality of streams.” Pet. at 71. Accordingly, Cristofalo’s “user identifiers” are not the claimed “data related to the plurality of media streams.” Goodrich PO Resp. Decl. at ¶ 136.” slip op. at 73
Patent outcomesUS 8,145,704 mixed§ 103 obviousnesscites GrahamPatents in suitUS 8,145,704 - Tiktok Inc. v. Ntech Properties, Inc.Some claims unpatentablePTAB · Jan 23, 2026 · IPR2024-01342 · APJ Terrence W Mcmillin · IPR · Final written decision
Claims 1–4 and 6–10 are unpatentable as obvious over each asserted ground; claim 5 was not shown unpatentable because the petitions failed to establish its additional feed and time-period limitations.
RulingsFinal written decision- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner
“1b, 1c, and 1e of claim 1 and in claims 4 and 5 of the ’753 patent. Patent Owner contends that the plain and ordinary meaning of “feed” is “one or more associated media elements.” See, e.g., PO Resp. 4. However, as discussed below, this alleged plain and ordinary meaning of feed is not supported by the claim language, the specification of the ’753 patent, or dictionary definitions of feed as contended by Patent Owner. We reject this contention and the related contentions that the cited art may be distinguished from the claims of the ’753 patent based on the recited term “feed.” Patent Owner relies on the language of claim 1 to support its” slip op. at 13
- Skill levelSkill level petitioner adoptedDecided for petitioner
“The parties’ definitions are similar, although we observe that Patent Owner proposes that the person of ordinary skill would have a bachelor’s degree or an equivalent or professional experience, whereas Petitioner proposes that such a person would have both a degree and experience. Neither party presents any arguments relating or referring to the level of ordinary skill in the art. Determining the level of ordinary skill in the art involves various factors, 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) (citation omitted). The prior art of record also reflects the level of ordinary skill in the art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). We adopt Petitioner’s assessment of the level of skill in the art. Petitioner’s assessment is supported by the testimony of Dr. Almeroth and is consistent with the ’753 patent and the asserted prior art. However, our obviousness analysis would be the same under either party’s assessment. See Ex. 2014 ¶ 17 (Patent Owner’s declarant, Dr. Goodrich, stating that “I note that my definition of a POSITA is similar to that of Dr. Almeroth” and “My opinions in this declaration would not change were I to adopt the definition of a POSITA offered by Dr. Almeroth.”).” slip op. at 11
- Expert testimonyPetitioner expert discountedDecided for patent owner
“16 With regard to claim 5, the Petition cites paragraphs 97 and 98 of the Almeroth Declaration (Ex. 1002). See Pet. 28–29. We have considered the cited paragraphs in the Almeroth Declatation and found that they consist of nothing more than the inadequate and conclusory contentions in the Petition preceded by, in paragraph 97, “[i]n my opinion” and “it is my opinion” and, in paragraph 98, “[i]t is also my opinion.” Ex. 1003 ¶¶ 97, 98. As related to claim 5, we accord the Almeroth Declaration little or no weight. See 37 C.F.R. § 42.65 (a) (“Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.”). that might become out-of-date before a user accesses access [sic] them. Ex. 1003, 11:49–58 (emphasis added). The cited passage in Whitehead mentioning “near real-time” does not support finding that Whitehead teaches or suggests the elements recited in claim 5.” slip op. at 39
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“Petitioner contends, “[a] POSITA would have modified Whitehead’s mixing server 130 to incorporate Marcus ’904’s algorithm (running on Marcus ’904’s receiver) for receiving, selecting, ordering, and assembling different media streams (both for content and advertising).” Pet. 33. Petitioner supports this contention by articulating the following reasons for the asserted modification of Whitehead’s mixing server 130 to incorporate Marcus ’904’s algorithm: “makes it more likely the system will identify content best suited for a particular user,” “allows for more targeted advertising and/or an opportunity to maximize revenue,” “improves Whitehead’s ability to target content and advertising to a particular user,” “would unlock new revenue sources for Whitehead,” “Marcus ’904’s content selection and concatenation algorithm improves Whitehead’s efficiency,” “[b]oth Whitehead and Marcus ’904 generate custom media programming based on a user profile,” “incorporating Marcus ’904’s teachings would not require redesigning Whitehead’s architecture and instead merely supplements Whitehead’s disclosure,” and “Petitioner’s proposed modification can be implemented entirely in software and does not require any hardware modifications. Indeed, Whitehead acknowledges that such modifications are possible. EX1003 at 19:64-20:6, 22:26-40.” Id. at 33–35 (citing Ex. 1002 (Almeroth Decl.) ¶¶ 110–115) (emphasis omitted). Based on this undisputed showing, we find that one of ordinary skill would have had a motivation to combine the teachings of Whitehead and Marcus ’904 as asserted in the Petition with a reasonable expectation of success.” slip op. at 48
Patent outcomesUS 8,886,753 mixedClaim construction§ 103 obviousnesscites GrahamPatents in suitUS 8,886,753 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Oct 21, 2025 · IPR2024-00745 · APJ Russell E Cass · IPR · Final written decision
Claims 45–47, 51, 59, 60, 68, and 69 are unpatentable; claims 56 and 57 are not shown unpatentable. Substitute claims 85–88 and 91 are unpatentable; amendment is granted for claims 92 and 93.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for the person of ordinary skill in the art, except we decline to adopt “at least,” as that language is vague and open-ended. Otherwise, Petitioner’s proposed definition is consistent with the level of 3 Patent Owner does not present objective evidence of nonobviousness. skill reflected in the specification of the ’474 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Accordingly, we adopt Petitioner’s assessment of the level of skill for one of ordinary skill in the art.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner states that “no formal constructions are presently necessary,” and that it “maps [the] prior art in this Petition in a manner consistent with Patent Owner’s allegations of infringement before the district court.” Pet. 8 (citing Ex. 1017; Ex. 1003 ¶¶ 21–25). Patent Owner states that it believes there is no need to construe any terms of the challenged original claims because there is no underlying controversy regarding any claim terms. PO Resp. 10. For purposes of this Decision, we determine that it is not necessary to provide an express construction of any claim terms. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017); Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”).” slip op. at 12
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“3. Motivation to Combine Buibas and Sinyavskiy Petitioner argues that “it would have been obvious to partition Buibas’[s] spiking networks according to the specific techniques disclosed in Sinyavskiy” for multiple reasons. Pet. 13 (citing Ex. 1005 ¶¶ 71–72, 85, 92, 179–203; Ex. 1006 ¶¶ 12, 185, 188, 191, Fig. 6A; Ex. 1003 ¶ 63). First, Petitioner asserts, one of ordinary skill “would have been motivated to partition Buibas’[s] spiking neural network as suggested by Sinyavskiy to parallelize task execution on the robot and improve learning capabilities (e.g., through faster learning, greater computing efficiency, and task-specific learning models) of the Buibas mobile robotic apparatus as described by Sinyavskiy and discussed by Dr. Janet.” Id. (citing Ex. 1003 ¶ 64). Second, Petitioner contends, “partitioning Buibas’[s] robotic brain as suggested by Sinyavskiy would have beneficially expanded the range of tasks that the robot could perform by dedicating partitions to specialized tasks.” Id. at 13– 14 (citing Ex. 1006 ¶¶ 12, 185, 188, Fig. 6A; Ex. 1005 ¶¶ 71–72, 85, 92, 179–205; Ex. 1003 ¶ 65). Third, Petitioner argues, one of ordinary skill “would have been motivated to partition Buibas’[s] spiking neural network as suggested by Sinyavskiy to permit unused partitions or unused resources in the partitions to be reassigned for different tasks,” which would allow for a network processing apparatus that has increased processing capability for the same network capacity while also having a lower cost, size and power consumption. Id. at 14 (citing Ex. 1006 ¶¶ 190–192, 105, 34, code (57); Ex. 1003 ¶ 66). Fourth, Petitioner argues that “Buibas briefly mentions that its spiking neural networks can be partitioned but discloses little detail about the partitioning,” which would invite one of ordinary skill to turn to other references, such as Sinyavskiy, for additional detail on how to implement partitioning. Pet. 14–15 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 67). Fifth, Petitioner asserts, combining Buibas and Sinyavskiy would merely “involve[] the application of known techniques (e.g., Sinyavskiy’s partitioned neural network) to a known system (e.g., Buibas’[s] mobile robot and robotic brain) to yield predictable results (e.g., Buibas’[s] robot using a spiking neural network partitioned as taught in Sinyavskiy),” particularly because “the partitioning of the Buibas neural network is reminiscent of Recurrent Fuzzy Neural Networks (RFNNs) that were already commonplace at the end of the 1990’s.” Id. at 15 (citing Ex. 1003 ¶ 68). Finally, Petitioner contends, the proposed combination merely involves “use of known techniques (e.g., Sinyavskiy’s partitioned neural network) to improve a similar system (e.g., Buibas’[s] mobile robot and robotic brain).” Id. (citing Ex. 1003 ¶ 69). Petitioner further argues that one of ordinary skill “would have reasonably expected success implementing the combination, especially as Buibas and Sinyavskiy describe highly similar systems involving spiking neural networks used for training/operating robots.” Pet. 15–16 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 70). Indeed, Petitioner contends, “Buibas itself confirms that its spiking neural network can be partitioned, while Sinyavskiy provides the details for doing so.” Id. at 16 (citing Ex. 1005 ¶ 92; Ex. 1003 ¶ 70).” slip op. at 14
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“We agree with Patent Owner and Dr. Saber that these “weights” are numerical values associated with connections among neurons, and the “weight vectors” are merely lists of weights. PO Resp. 13–14; Ex. 2001 ¶¶ 66–67. When input is provided to the neural network, the network uses the weights of its connections in a feedforward calculation manner to provide an output that can include an instruction for operating a device. Ex. 2001 ¶ 66. We agree with and find credible Dr. Saber’s testimony that Buibas’s merging of weights or weight vectors results in updated network weights, and does not, by itself, disclose the merging of instruction sets for operating a device, or the correlation of the same set of inputs for all or a portion of a circumstance representation with instruction sets for operating two different devices. Ex. 2001 ¶¶ 65, 67, 69–71.” slip op. at 39
Patent outcomesUS 11,663,474 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,663,474 - Mianyang Boe Optoelectronics Technology Co., Ltd. / Wuhan China Star Optoelectronics Semiconductor Display Technology Co., Ltd. et al. v. Samsung Display Co., Ltd.Some claims unpatentablePTAB · Jan 6, 2025 · IPR2023-00988 · APJ John A Hudalla · IPR · Final written decision
Claims 1, 4–10, 13, and 15 are unpatentable over Phan; claim 2 was not shown unpatentable over the asserted grounds.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“experience or over 30 years of experience, for example. In addition, the ’683 patent is directed to “a pixel arrangement structure of an organic light emitting diode (OLED) display” (Ex. 1001, 1:19–21), whereas Patent Owner’s proposed experience is tied to “active-matrix displays.” PO Resp. 5. Given that the field of OLED displays includes both passive and active matrix designs (see generally Ex. 2009 ¶¶ 40–56), we see no reason to restrict the relevant experience to active matrix displays. For these reasons, we do not adopt Patent Owner’s definition of the level of ordinary skill in the art.” slip op. at 13
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundMotivation not foundMixed
“Invention” section, Phan states that “[t]he invention [of Phan] relates to a display comprising pixels and dots, including but not limited to” various “display technologies” including “Organic Light Emitting Diode (OLED).” Ex. 1005, 1:17–29 (emphasis added). Accordingly, we find that Phan fairly suggests that the pixel arrangements disclosed in Phan—which are part of Phan’s “invention”—may be applied to OLEDs. See Twitter, Inc. v. VidStream LLC, 825 F. App’x 844, 850 (Fed. Cir. 2020) (quoting Bradium Techs. LLC v. Iancu, 923 F.3d 1032, 1049 (Fed. Cir. 2019)) (“[W]hen conducting an obviousness analysis, the Board must consider a prior art reference ‘not only for what it expressly teaches, but also for what it fairly suggests.’”). In making this finding, we note that obviousness is determined from the perspective of a person of ordinary skill in the art (see 35 U.S.C. § 103(a)), who in this case would have had “2 years of professional experience working with display design, including OLED displays.” See supra § II.B. In light of this specific experience, we find that an ordinarily skilled artisan would have been inclined to link Phan’s disclosed pixel arrangements with OLEDs based on the plain statement about related “display technologies” in Phan’s “Field of the Invention” section. See, e.g., Ex. 1003 ¶¶ 321, 410–414. For these reasons, we disagree with Patent Owner’s assertion that “Phan does not teach about OLED displays.” PO Resp. 32.” slip op. at 20
- Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for petitioner
“6 In its Opposition to Petitioner’s first motion to strike, which was filed after the Patent Owner Response, Patent Owner implies that the teardown images in the Response speak for themselves and, as such, are entitled to a presumption of nexus. See 1st Strike Opp. 3–4; see also Tr. 102:19–103:15 (similar argument by Patent Owner’s counsel at the oral hearing). Petitioner argues that Patent Owner did not assert an entitlement to a presumption of nexus in the Response, and that Patent Owner’s Opposition is an improper vehicle to introduce such an argument. 1st Strike Reply 1. We agree with Petitioner that Patent Owner did not address in the Response whether the Samsung Galaxy S22 Ultra smartphone is coextensive with the claims of the ’683 patent. See id.; Pet. Reply 20. Accordingly, we decline to consider any argument that Patent Owner is entitled to a presumption of nexus.” slip op. at 34
- Strike new argumentNew argument disregardedGranted in part
“6 In its Opposition to Petitioner’s first motion to strike, which was filed after the Patent Owner Response, Patent Owner implies that the teardown images in the Response speak for themselves and, as such, are entitled to a presumption of nexus. See 1st Strike Opp. 3–4; see also Tr. 102:19–103:15 (similar argument by Patent Owner’s counsel at the oral hearing). Petitioner argues that Patent Owner did not assert an entitlement to a presumption of nexus in the Response, and that Patent Owner’s Opposition is an improper vehicle to introduce such an argument. 1st Strike Reply 1. We agree with Petitioner that Patent Owner did not address in the Response whether the Samsung Galaxy S22 Ultra smartphone is coextensive with the claims of the ’683 patent. See id.; Pet. Reply 20. Accordingly, we decline to consider any argument that Patent Owner is entitled to a presumption of nexus.” slip op. at 34
Patent outcomesUS 10,854,683 mixed§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,854,683 - PNC Bank N.A. v. United Services Automobile AssociationSome claims unpatentablePTAB · May 10, 2023 · IPR2022-00076 · APJ Juliet Mitchell Dirba · IPR · Final written decision
Claims 1 and 8–20 are unpatentable as obvious; claims 2–7 were not shown unpatentable because the petitioner did not establish motivation to combine for their error-processing limitations.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner asserts that the level of ordinary skill in the art corresponds to “a bachelor’s degree in electrical engineering, computer science, computer engineering, or equivalent field” and “two years of prior experience with image capturing/scanning technology, involving transferring and processing of image data to and at a server.” Pet. 14 (citing Ex. 1002 ¶ 45). Petitioner further asserts that “[l]ess work experience may be compensated by a higher level of education and vice versa.” Id. For purposes of the Institution Decision, we adopted Petitioner’s proposal (Inst. Dec. 16), and neither party alleges that a different level of ordinary skill should be applied in this proceeding (see PO Resp. 5; Pet. Reply). In this Decision, we again adopt the level of ordinary skill proposed by Petitioner. We are satisfied that it generally comports with the level of and the asserted prior art. Accord Inst. Dec. 15–16.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner
“In the Petition, Petitioner states that it is unnecessary to construe any claim terms or phrases (Pet. 12–14), but for two phrases in claim 1, Petitioner specifically argues that the prior art teaches or suggests the phrase under each of two alternate meanings (id. at 34–35, 37). In the Institution Decision, we agreed with Petitioner’s primary understanding of these phrases and, as a result, did not reach the alternative contentions. Inst. Dec. 33 n.18, 38 n.21. At trial, Patent Owner states that claim construction is unnecessary to resolve the issues disputed in this proceeding. PO Resp. 6; Tr. 46:4–16. Petitioner agrees, but contends that Patent Owner’s arguments regarding dependent claim 3 are premised on a narrowing construction of one of its terms. Tr. 15:4–16:2. Patent Owner contends that the plain and ordinary meaning of the terms in that claim should apply. Id. at 46:12–16. We agree that it is not necessary to expressly construe any claim terms or phrases in this proceeding. See Nidec Motor Corp. v. Zhongshan Broad need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 12
- BurdenNot shown unpatentable
“motivated to add error processing to Garcia’s mobile phone so that it could address errors before transmitting the check image in order “to avoid wasting communications resources and adding delays.” Pet. 42. But, Petitioner does not support this rationale with a persuasive explanation or evidence. Indeed, we assume that Petitioner’s theory is that the error checking at the mobile device would have conserved bandwidth and reduced delay because it would have allowed the mobile device to identify some unsuitable images before they were sent to the payee bank; however, the Petition does not actually include an explanation to this effect. Rather, it simply states that an ordinary artisan would have known that mobile telephone networks (such as that used by Garcia) “are bandwidth and resource-constrained, and that communications over such networks takes time.” Id.; see also Ex. 1002 ¶ 115. However, all networks have bandwidth and resource constraints, and all communications take time, and neither the Petition nor Dr. Mowry explain why these considerations would have been relevant to an ordinary artisan implementing Garcia. Indeed, the Petition next asserts that “Byrne provides the requisite solution to this problem” (Pet. 42), but neither the Petition nor Dr. Mowry identify any problem. For example, Dr. Mowry does not testify that an ordinary artisan would have expected Garcia’s system to consume excessive bandwidth or incur for claim 2). In addition, Petitioner recognizes that the verification process is performed by the payee bank in Garcia, yet does not address the fact that its proposal would apparently shift a portion of the verification process to the mobile phone. See Pet. 40–44. Dr. Mowry’s trial testimony casts further doubt on Petitioner’s rationale for this claim. Dr. Mowry testifies that conserving bandwidth would “potentially” have been one of the goals of an ordinary artisan “depend[ing] on how precious their resource is.” Ex. 2020, 68:12–24. But Dr. Mowry “wouldn’t necessarily characterize [Garcia] as bandwidth intensive.” Id. at 76:13–23. In addition, he disagreed that “in the Garcia system, the motivation would have been to shift it to the client side for the verification,” noting simply that “[t]here are tradeoffs” associated with doing the verification processing on either the client or the server. Id. at 241:22– 242:13. Petitioner attempts to limit the impact of Dr. Mowry’s answers (Pet. Reply 16); however, the fact remains that Petitioner has the burden of proof, and it does not identify persuasive evidence to support its contention. Petitioner’s Reply asserts that these considerations were “particularly important in 2006, when 3G bandwidth was at a premium” (id. at 22 (citing Ex. 1029 ¶ 49)), but neither Petitioner nor Dr. Mowry provide analysis or evidence to support this conclusory assertion. Moreover, the Petition also fails to address whether the proposed combination would have, in fact, conserved communications resources or reduced delays. In Petitioner’s proposed combination, Byrne’s thin client application would be downloaded to Garcia’s mobile phone at each use (which would require communication resources and incur latency), but the Petition fails to address whether the net result of the proposed combination 148:1 (Dr. Mowry agreeing that the impact of downloading the thin client is not discussed in his report). Moreover, Garcia touts the “speed” of its process, stating that its “immediate processing . . . allows the immediate availability in the user’s account” (Ex. 1003, 7:18–8:3), which indicates that an ordinary artisan would not have perceived a problematic delay in Garcia’s system. Petitioner’s attempt to shift the burden to Patent Owner to determine whether or not its purported benefits would be realized (see Pet. Reply 17) is unavailing. In its Reply, Petitioner cites testimony from Dr. Mowry (see Ex. 1029 ¶ 37), but it simply compares the size of a compressed image with the size of a “large” application. This evidence does not outweigh the other evidence above, and it was submitted too late to remedy the Petition. See supra § II.A.; see also Trial Practice Guide 73 (explaining that a petitioner “may not submit new evidence or argument in reply that it could have presented earlier, e.g. to make out a prima facie case of unpatentability”). Finally, on this record, we are also not persuaded by Petitioner’s” slip op. at 60
- Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner
“would have been motivated to implement Garcia’s application by downloading, onto the mobile device, a thin client application, as disclosed by Byrne. See Pet. 19–25. Byrne touts the benefits of downloading a thin client rather than storing an application on a user’s device (Ex. 1004 ¶¶ 45– 46; see also id. ¶¶ 47–48), and Dr. Mowry testifies that an ordinary artisan would have understood downloading a thin client to be a well-known way of distributing software in the relevant time period and suited for mobile devices (Ex. 1002 ¶¶ 64–65, 70). In addition, Dr. Mowry testifies that a thin client improves security and ease of software maintenance. Id. ¶ 65 (citing Ex. 1004 ¶¶ 46–47); see also Ex. 1033, 140:11–141:2 (Dr. Creusere agreeing that thin clients “dramatically simplif[y]” software maintenance), 143:13–20 (agreeing that security is important for financial data); Ex. 1005 ¶¶ 20–21 (evidence that the general background knowledge in the art identifies security as a concern for remote check deposit).14 In addition, we agree with Petitioner (see Pet. 21–22; Ex. 1002 ¶¶ 66, 72) that an ordinary artisan would have understood such an implementation to apply a known 14 Patent Owner’s argument that security and software maintenance would have instead weighed against the proposed combination (see, e.g., PO Sur-reply 9–10) is untimely because it was not advanced in the Response and is not fairly responsive to the Reply. See supra § II.A; Pet. Reply 15–16 (noting that the Response had not addressed these issues). Moreover, even if this argument had been properly raised, it would not be persuasive because Patent Owner does not identify persuasive evidence to support its position. See, e.g., Icon Health & Fitness, Inc. v. Strava, Inc., 849 F.3d 1034, 1043 (Fed. Cir. 2017) (“Attorney argument is not evidence.”). (Garcia’s mobile phone) with predictable results. We are also persuaded that a person of ordinary skill in the art would have been motivated to implement Garcia’s application such that the application provides a user-interface and controls the image capture device, as disclosed by Byrne. See, e.g., Pet. 22–23. Garcia suggests that the application should perform these functions (see Ex. 1003, 5:1–6:10, 9:19– 10:18), and we credit Dr. Mowry’s testimony that an ordinary artisan would find this desirable (see Ex. 1002 ¶¶ 65, 67). Moreover, the references lend themselves to the combination because Garcia and Byrne both describe remotely depositing a check via the Internet using software on a user’s device that opens an interactive session, and both perform substantially similar steps. See Pet. 22–23; Ex. 1003, 9:21–10:3, 10:10–18, 11:7–15; Ex. 1004 ¶¶ 41, 48, 174–175, 177–178. Finally, Dr. Mowry testifies that the ordinary artisan would have had a reasonable expectation of success in implementing the combination, and he provides supporting analysis and evidence. Ex. 1002 ¶¶ 68–72; see also Ex. 1029 ¶¶ 38–39. We credit this testimony from Dr. Mowry because it draws reasonable inferences and is supported by the cited evidence.” slip op. at 25
Patent outcomesUS 10,769,598 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,769,598 - ROKU, Inc. v. Flexiworld Technologies, Inc.Some claims unpatentablePTAB · Oct 21, 2022 · IPR2021-00714 · APJ Brent M Dougal · IPR · Final written decision
Claims 1–10, 12, and 14 are unpatentable; claims 15–20 were not shown unpatentable, principally because the prior art did not teach required claim limitations.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“would have had a bachelor’s degree in computer science, computer engineering, or a similar field and two years of experience developing software. The POSA would be familiar with well-known networking technologies. . . . This description is approximate and additional experience could make up for less education and vice versa. Pet. 10–11 (citing Ex. 1002 ¶ 10). Patent Owner does not address the level of ordinary skill. See generally PO Resp. We are persuaded that Petitioner’s proposal is consistent with the problems and solutions in the ’064 patent and prior art of record. purposes of this Decision.” slip op. at 8
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“The Petition states that no terms require express construction. Pet. 10. Patent Owner does not provide any express constructions or argue that any terms require construction. PO Resp. 10. Petitioner and Patent Owner also note that there were claim construction disputes in the District Court (Pet. 10, PO Resp. 10) and that the District Court has now issued a claim construction order (Prelim. Resp. 7; Ex. 2010). We agree that no claim term needs to be construed. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“[W]e need only construe terms that are in controversy, and only to the extent necessary to resolve the controversy.” (internal quotation omitted)).” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableDecided for patent owner
“The mere listing of features that are present in Ortiz is not a reason why a person of skill in the art would have combined Ortiz with Ikonen. An obviousness determination must include “some articulated reasoning with some rational underpinning to support the legal conclusion.” KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 418 (2007) (quoting In re Kahn, 441 F.3d 977,988 (Fed. Cir. 2006)). Thus, for this additional reason Petitioner has not shown how the combination of Ikonen, Beck, and Ortiz, or the combination of Ikonen, Beck, Ortiz, and Garfunkel, teaches all of the limitations of these claims.” slip op. at 16
- Expert testimonyPetitioner expert creditedOther
“Petitioner’s declarant testimony that one of ordinary skill in the art “would consider the document data received by the interface box [in Yamaguchi] to be an ‘output data stream’ as claimed.” Ex. 1002 ¶ 216; see also Pet. 53. Petitioner’s declarant explains that this is based on the ’064 patent’s teaching of “using conventional wireless technologies such as Bluetooth and 802.11” for uploading the output data stream. Id. Further, the claim requires that the “output data stream correspond[] to at least part of digital content that includes . . . document content” and Patent Owner’s declarant admits that Yamaguchi teaches uploading a document. Thus, it is not clear that anything further is required by the claim. After our review of Petitioner’s assertions with respect to this claim limitation, we determine that Petitioner’s position is supported by a preponderance of the evidence.” slip op. at 28
Patent outcomesUS 8,989,064 mixedClaim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 8,989,064 - Cradlepoint, Inc. / Sierra Wireless, Inc. et al. v. Sisvel International S.A.Some claims unpatentablePTAB · Jan 18, 2022 · IPR2020-01102 · APJ Aaron W Moore · IPR · Final written decision
Claims 1–5, 15–20, 30, and 31 are unpatentable as obvious over Qualcomm and TS25.322; claims 6–14 and 21–29 were not shown unpatentable. Substitute claims 32–35, 45–49, 59, and 60 were denied.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner asserts that a person of ordinary skill in the art at the time of the invention “would have a degree in electrical engineering or similar discipline, with at least three years of relevant industry or research experience in telecommunication, including familiarity with cellular communications technologies,” that this person “would also have familiarity with WCDMA,” and that “[t]his definition is approximate,” as “more education may substitute for industry experience or vice versa.” Pet. 12–13 (citing Ex. 1007 ¶¶ 30–34). We adopted Petitioner’s proposal at institution. See Decision 7–8. In its Response, Patent Owner “proposes that a person having ordinary skill at the time of invention—August 23, 2005—in the relevant art would be one with a bachelor’s degree in electrical engineering, computer sciences, or telecommunications, along with three to five or more years of practical experience in the field” and that “[a] combination of more experience in the field and less education or more education and less experience in the field would also suffice.” PO Resp. 8 (citing Ex. 2001 ¶ 27). Patent Owner asserts that “[a]lthough [its] proposed level of skill in the art is similar to Petitioners’ proposal, Patent Owner includes the qualification that a combination of more experience in the field and less education, or more education and less experience in the field would also suffice.” Id. The parties do not argue that the formulation of the level of skill in the art affects any issue in this case, and we maintain our adoption of Petitioner’s formulation, which we find to be generally consistent with the disclosures of the ’443 patent and the prior art, and which includes that “more education may substitute for industry experience or vice versa.”” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed patent owner constructionDecided for patent owner
“length indicator” to mean “a single length indicator that provides two pieces of information: (1) that a first data octet of the protocol data unit is a first octet of a first service data unit; and (2) that at least one other octet of the protocol data unit is the last octet of another service data unit.” See Prelim. Resp. 9–10. We agreed with Patent Owner that the specification’s description of a single length indicator that conveys both types of information and the arguments made during prosecution that the claims required a “single LI” or “the same length indicator” to include both types of information were sufficient to support a construction that required a single length indicator to include both pieces of information. See Decision 9. Although it did not propose a construction in the Petition, Petitioner now argues that “the claim language uses the indefinite article ‘a’ to modify ‘length indicator’” and that “[p]recedent is well settled that ‘an indefinite article ‘a’ or ‘an’ in patent parlance carries the meaning of ‘one or more’ in open-ended claims containing the transitional phrase ‘comprising.’” Pet. Reply 5 (citing KCJ Corp. v. Kinetic Concepts, Inc., 223 F.3d 1351, 1356 (Fed. Cir. 2000)). While we agree with Petitioner that “a” may mean “one or more,” that simply means that the addition of more length indicators would not be excluded from the scope of the claim. Petitioner does not explain, and we do not see, how that affects the meaning of “length indicator” itself and, for the reasons argued by Patent Owner and adopted at institution, we maintain the earlier construction of “length indicator” as “a single length indicator that provides two pieces of information: (1) that a first data octet of the protocol data unit is a first octet of a first service data unit; and (2) that at least one other octet of the protocol data unit is the last octet of another service data unit.” See Decision 8; Prelim. Resp. 9–12; PO Resp. 10–13. slip op. at 11
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“We also observe that, although Patent Owner characterizes this issue as one based on “teaching away” (see, e.g., PO Resp. 3; PO Sur-Reply 15– 16), the argument is not about teaching away because Patent Owner is not pointing us to any specific teaching in the prior art, or elsewhere, that would counsel against the proposed modification. Patent Owner is not arguing that something in the prior art disparages or discourages the use of one bit of an LI as a flag. Instead, Patent Owner is arguing that one of skill in the art would not pursue the Qualcomm approach because to do so would mean accepting other drawbacks that would flow from the use of the flag. In any event, we credit Patent Owner’s evidence that dedicating a bit of the LI for use as a flag would reduce the length that could be represented by the remaining bits of the LI and cause SDUs to be divided into more PDUs. See, e.g., Ex. 2005 ¶¶ 30, 32. However, the record also shows that use of the flag would provide a specific advantage, as described in Qualcomm. See Ex. 1006, 3; Ex. 1007 ¶ 253. This is the motivation advanced by Petitioner which, notably, Patent Owner does not dispute. We conclude that, even if Patent Owner is correct that the proposal in Qualcomm would reduce the permitted PDU size from 128 octets to 64, the change would merely be something a skilled artisan would need to weigh against the advantages that the Qualcomm technique would provide. Patent Owner may be correct that the reduced lengths would, in the end, render the modified system unsuitable for certain applications or for adoption in a standard. That would not, however, make the modification nonobvious, particularly where the exact change proposed in the combination was suggested by individuals working in the field, as evidenced by Qualcomm itself.7 The record shows that at least some of those working in the field, at the time of the invention, believed that the advantages of Qualcomm’s approach would outweigh the reduced lengths.” slip op. at 20
- BurdenMixed
“In TS25.322, the value “0000000” is a predefined, special value used to indicate that “[t]he previous RLC PDU was exactly filled with the last segment of an RLC SDU and there is no ‘Length Indicator’ that indicates the end of the RLC SDU in the previous RLC PDU.” See Ex. 1005, 36–37. However, although Qualcomm specifically contemplates implementing its flag scheme by “[r]e-arrang[ing] special LI values as they are now coded on less number of bits” (Ex. 1006, 4), the Petition did not argue a combination that includes modification of the special LIs for the independent claims. Instead, Petitioner relied on Qualcomm’s proposal to modify ordinary LIs that indicate the end of SDUs. See, e.g., Pet. 71–72 (describing and illustrating modification of the LI that identified the end of SDU 1: “[t]he green modified LI indicates that a first data octet of PDU is a first octet of SDU1 and another octet of the PDU is the last octet of SDU1”); Ex. 1007 ¶¶ 261–262. Petitioner’s argument with respect to these claims is thus not consistent with the argument it advanced for the independent claims from which these claims depend. Petitioner cannot reasonably rely on one type of prior art LI as the “length indicator” of claim 1, but then shift to a different type of prior art LI when addressing the very same “length indicator” recited in a dependent claim. Moreover, Petitioner fails to explain how or why the special LI “0000000” that is used to indicate the layout of the previous PDU could reasonably be used to also indicate the layout of the current PDU in which the LI appears. For example, if the previous PDU did not meet the condition identified by the “0000000” special value, then the LI would not appear in the next PDU even if that next PDU had a first SDU that ended in that PDU. For these reasons, Petitioner has not provided sufficient explanation or argument to establish obviousness of claims 6 and 21.9” slip op. at 28
Patent outcomesUS 7,894,443 mixedClaim construction§ 103 obviousness§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 7,894,443 - Sharkninja Operating LLC / Sharkninja Management LLC et al. v. Irobot CorporationSome claims unpatentablePTAB · Oct 4, 2021 · IPR2020-00734 · APJ Jason W Melvin · IPR · Final written decision
Claims 8, 10, and 13 are unpatentable as obvious; claims 14–16 were not shown unpatentable because the asserted combinations did not establish the claimed concurrent mapping and cleaning.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“II. ANALYSIS A. LEVEL OF ORDINARY SKILL IN THE ART Petitioner submits that a person of ordinary skill in the art “would have at least a four-year degree in mechanical engineering, electrical engineering, or a closely related field and at least one year of experience in the design and implementation of robotics and embedded systems.” Pet. 4. Patent Owner does not contest that definition, and we apply it in our analysis, as it appears consistent with the prior art and challenged patent.” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Reply 9–12. Further, Petitioner takes issue with Patent Owner’s characterizations asserting that claim 10 would read on “navigating based solely on features such as physical attributes of one or more points such as color/size, or information encoded in the points, even when there is no consideration of the robot’s location relative to the points.” See Pet. Reply 10–11 (quoting PO Resp. 9–10). We agree that Patent Owner’s statement stretches our view of the claim scope. The claim language states that the device must navigate “based on a location of the . . . device relative to the points.” Ex. 1001, 20:16–19. That language requires location-based navigation and our Institution Decision did not hold otherwise. Rather, when we stated that the claim requires using a captured image “to determine the robot’s position,” that implied the claimed requirement that the “position” is relative to the captured points (and thus relative to the room). Inst. 11–12;” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner
“begin cleaning as soon as the claimed command is received. We are not persuaded that the claim language and specification are consistent with Patent Owner’s construction. The claim language requires that the device “initiate the area rug cleaning operation” “responsive to receiving data indicative of a user-selected command.” We view the “responsive to” language as sufficiently ambiguous as to intervening steps such that we should look to the specification for guidance. The specification describes that a user may select “area rug” mode, after which the remote indicates “AREA RUG MODE ACTIVE” and “ROBOT WILL CLEAN THE RUG ONLY,” and cleaning does not start until the user places the robot appropriately and presses “CLEAN.” Ex. 1001, Figs. 21A, 21B, 17:63–18:10. Because the claim language requires data indicative of a “command to initiate an area rug cleaning operation,” some aspect of the command must be specific to area-rug cleaning. Pressing the “CLEAN” button does not satisfy that requirement, as nothing about the command itself indicates the claimed operation.10 Patent Owner contends that “what command is going to be sent” “depends on what mode you’re in” (Tr. 25:13–19), but we find no support for that in the specification. Indeed, Patent Owner agrees that the specification does not go into such detail but submits that we “can infer that the command and the data that’s sent associated with that command is different.” Tr. 27:16–28:2. We do not agree and determine that, instead, the specification is consistent with a command to initiate area-rug cleaning that indicates to the robot the desired mode but does not immediately start cleaning. That is, the claimed command is described as selecting an “AREA RUG” mode, which does not 10 In this regard, Patent Owner’s proposed construction would suffer from a similar deficiency as Petitioner’s mapping to Toshiba’s priority mode discussed below. See infra at 10. In that mapping, Toshiba’s device would clean an area rug if it happens to lie in a map grid selected for cleaning. Similarly, the “CLEAN” button would initiate area-rug cleaning if the “AREA RUG” mode happens to have been selected prior to that. We think the claim language requires more, in both instances. cause the robot to begin operation; a later-issued generic “CLEAN” command causes the robot to begin operation. Ex. 1001, 17:63–18:10.” slip op. at 9
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“mapping first, then using that map to clean, we consider the claim language to the contrary. The claim does not use any punctuation that would suggest “to perform the one or more cleaning operations” modifies anything other than the preceding phrase—“navigating the autonomous robotic cleaning device about the home.” And, as Patent Owner identifies (see Tr. 33:8–34:10), the specification supports a claim to mapping while cleaning. It states that the vehicle may “improve its cleaning function . . . to roughly mark areas . . . where large obstacles exist, so that those areas can potentially be avoided in future runs.” Ex. 1001, 11:36–41. That describes mapping during cleaning because marking areas is a form of mapping and “in future runs” shows that the mapping was performed during a “run,” or cleaning operation. Another passage relates to Figure 6, which depicts how the “vehicle uses a number of signals for headings to move from room to room.” Id. at 12:17–19, Fig. 6. The specification addresses when the vehicle’s “power level drops below a predetermined level, requiring its return to a base charging station 622.” Id. at 12:20–23. The returning vehicle continues cleaning during the return. See id. at 12:54–58 (“Upon detecting the unique marker associated with a particular working space, the autonomous vehicle may alter its cleaning function.”). The returning vehicle “detects and stores information about each coded signal that it detects along its route.” Id. at 13:23–26. By doing so, the “vehicle can create a map.” Id. at 13:26–29. Therefore, “[a]fter charging, the autonomous vehicle can return to the room it was working in prior to returning to its base” using the map. Id. at 13:29– 32. Based on the specification passages, we conclude the claim language, which has ordinary meaning requiring cleaning while mapping, is consistent with the specification. Toshiba’s sequential process is not the same as the concurrent process recited by claim 14. Nor does Petitioner account for the differences. See Pet. 57–58; accord Pet. Reply 21 (arguing that Toshiba discloses claim 14’s additional limitations only under Petitioner’s construction). Because we do not agree with Petitioner’s claim construction, we conclude that Petitioner has not proven claim 14 would have been obvious.” slip op. at 15
Patent outcomesUS 9,921,586 mixedClaim construction§ 103 obviousnessPatents in suitUS 9,921,586 - Callminer, Inc. v. Nice Ltd.Some claims unpatentablePTAB · Jul 12, 2021 · IPR2020-00245 · APJ Stacy B Margolies · IPR · Final written decision
Claims 1, 2, and 4 are unpatentable as obvious over Margulies I and Wentink; claims 5 and 6 were not shown unpatentable because the references do not establish the claimed quota.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner disagrees with Petitioner’s assessment of the level of ordinary skill, asserting that the educational background is too narrow and that the work experience is incorrect. PO Resp. 8–10. Specifically, Patent Owner asserts that an ordinarily skilled artisan “would have held a bachelor’s degree in electrical engineering, computer engineering, telecommunications engineering, computer science, or a related field, and would have had 1 to 3 years of experience working in call or contact center design and operations, including work force quality management.” PO Resp. 9–10 (citing Ex. 2005 ¶ 29). Like Petitioner, Patent Owner asserts that “[a]dditional formal technical education could substitute for less technical experience, and vice versa.” Id. at 10. Neither party asserts that the patentability issues turn on the level of ordinary skill that we adopt. See Tr. 36:14–19; Ex. 2005 ¶ 25 (Patent Owner’s declarant stating that, “[w]hile I disagree with Petitioner’s proposed definition of a [person of ordinary skill in the art, my opinions would not change if Petitioner’s level of ordinary skill was adopted in this proceeding”). We determine that the level of ordinary skill proposed by Petitioner is consistent with the challenged patent and the asserted prior art and we therefore adopt that level for purposes of our analysis below.” slip op. at 9
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner
“We agree with Patent Owner that the statement in the specification on which Petitioner relies for its construction is not definitional, because it states how the quality task “may be viewed” rather than how the task is necessarily viewed. See Ex. 1001, 6:5–9. Also, because the passage from the specification is a broad description of what the quality plan may encompass, we do not find Petitioner’s proposal helpful in delineating the scope of “quality task” in the context of the patentability issues raised in this proceeding. However, we do acknowledge that the ’872 patent describes a “quality task” quite broadly, and provides options for what a quality task may encompass. As explained below, we are not persuaded that we should adopt Patent Owner’s construction because the specification does not clearly describe the quality task itself as performing a quality evaluation for one or more interaction recordings. Rather, the patent describes a quality task as facilitating a person such as a manager to perform the evaluation. Figures 2A–2E of the ’872 patent illustrate examples of computer screens used to define a quality task. Ex. 1001, 6:13–14. Figures 2A and 2B show that defining a quality task includes defining “various aspects of a quality task’s logic.” Id. at Figs. 2A, 2B, 6:26–30. Figures 2A and 2D illustrate that “an evaluation form may be associated with a quality task.” Id. at Figs. 2A, 2D, 8:10–28. According to the ’872 patent, the “associated evaluation form may be provided to a quality manager who may use the evaluation form to evaluate an interaction.” Id. at 8:11–13.” slip op. at 12
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“Petitioner provides persuasive reasoning with rational underpinning for combining the teachings of Margulies I (incorporating Margulies II) and Wentink. Pet. 44, 47, 48–49 (citing Ex. 1006 ¶¶ 97, 106–108). Petitioner persuasively shows that it would have been obvious to a person of ordinary skill in the art to substitute the manual selection of interaction recordings disclosed in Margulies I and Margulies II “with a system that automatically and non-randomly selects the interaction recordings for evaluation, using certain predetermined criteria, as disclosed in Wentink.” Pet. 44 (citing Ex. 1006 ¶ 97) (emphasis omitted). An ordinarily skilled artisan would have made this substitution (replacing a manual selection process with an automated, business rules-driven process) to cure the inefficiency disclosed in Wentink that “quality management systems in the prior art ‘often require additional personnel and distract contact center employees from their primary task of speaking with customers.’” Ex. 1005 ¶ 4; Ex. 1006 ¶ 108. Moreover, the substitution would have no unexpected results and would have required nothing more than a straightforward software modification of replacing the manual selection code disclosed in Margulies I and II with automated rules to determine which interaction recordings to select based on parameters defined by a user, as disclosed in Wentink. Ex. 1006 ¶¶ 106– 108.” slip op. at 26
Patent outcomesUS 8,553,872 mixedClaim construction§ 103 obviousnesscites PhillipsPatents in suitUS 8,553,872
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.