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  • Netflix, Inc. v. Divx, LLCNo claims unpatentable
    PTAB · Feb 22, 2024 · IPR2020-00558 · APJ Iftikhar Ahmed · IPR · Remand

    The majority determined claims 1–24 were not shown unpatentable over Chen, Lindahl, and Hurst; the dissent would have found them obvious.

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

      “We determine Patent Owner’s reading of the claim limitation is the better one. The limitation begins with the verb “locating,” and it therefore makes sense that the clause would recite what is located (i.e., encryption information) and where it is located (i.e., within the requested portions of the selected stream of protected video). In other words, it is reasonable that the second and third clauses of the limitation both modify the first clause (for example, as could perhaps be expressed through the use of commas as “locating encryption information, that identifies encrypted portions of frames of video, within the requested portions of the selected stream of protected video”).10 On the other hand, Petitioner’s reading of the limitation, 10 In general, we recognize that the use of commas to set off phrases in claim drafting is not consistent. We included commas above to illustrate Patent Owner’s understanding of the claim limitation. allowing only the second clause to modify the first, while not unreasonable, makes less sense. That is, the encrypted information identifies the encrypted portions of frames, which in turn are within the requested portions of the selected stream of protected video. Reading the claim in its entirety, the encrypted portions of frames would be understood to be located within the requested portions of the stream; it does not seem necessary for the claim to expressly recite that aspect. For example, the very next limitation— limitation [m] of claim 1—refers to “each encrypted portion of the frames of video” but does not expressly recite “within the requested portions of the selected stream.” Ex. 1001, 27:58–60. Thus, when limitation [l] recites “within the requested portions of the selected stream,” it seems more likely that the clause refers to where that encrypted information is located rather than simply to indicate the obvious location of the encrypted portion of the frames of video. We therefore view Patent Owner’s reading of the claim language as the better one.” slip op. at 13

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

      “I am persuaded that the Petition demonstrates that one of ordinary skill in the art would have had a motivation to combine Chen, Lindahl, and Hurst, as asserted by Petitioner. As the Federal Circuit found, the Petition pointed to and relied upon the portions in Chen describing pre-Chen art, without scalability or FEC features that were part of what Chen describes as aspects of its own inventive system. Netflix, slip op. at 9–10 (citing Pet. 17– 19, 69–70). I agree with Petitioner that “Chen-924 teaches several embodiments that adaptively stream alternative representations of a video using partially encrypted container files.” Pet. 20 (citing Ex. 1010, 14:41– 15:60). I determine that Chen-924 provides support for the rationale provided in the Petition, and that one of ordinary skill in the art would have been motivated to combine Chen and Lindahl in view of the disclosure of Chen-924. As discussed above, the Petition does not rely solely on privacy concerns and improvements to efficiency as its motivation to combine the references. See Pet. 18–19 (specifying piracy concerns, improvements to the efficiency of adaptive streaming, optimization of the balance between bitrate and bandwidth, and improvements to the end-user experience with fast startup and seek). With respect to whether one of ordinary skill in the art would have” slip op. at 52

    • Strike new argumentNew argument disregardedDecided for petitioner

      “I agree with Petitioner that Patent Owner’s Remand Brief, specifically pages 1–7, attempt to address aspects of claim 1 for the first time on remand. I also agree that Patent Owner’s arguments attempt to recharacterize limitations [j] and [k] to raise issues that Patent Owner did not raise previously, in contravention of our Order that issues raised needed support from “where those issues were raised in previous briefings by the parties.” Paper 56, 2. I have addressed whether scalability and FEC are integral to how Chen operates above, as well as whether the Petition relies on those aspects, supra. The questions about how Chen operates and what portions of Chen are asserted in the ground of unpatentability were previously raised, but now are being considered or reconsidered, based on the Federal Circuit’s decision. In Patent Owner’s Remand Brief, pages 1–7, the citations to argument previously raised do not support the arguments now presented by Patent Owner on remand. As such, I determine Patent Owner’s new arguments fall outside the scope of remand, and I dismiss these arguments seeking to distinguish limitations [j] and [k] from the cited prior art combination.24” slip op. at 62

    • ExcludeMotion to exclude, grantedMixed

      “7 Patent Owner’s Brief on Remand recognizes that there are two arguments Patent Owner raised in its Patent Owner Response that were not addressed in the Final Written Decision. See PO Remand Br. 1 (citing PO Resp. 24–37 (the construction of “locating encrypted information . . . within requested portions”), 38–58 (referring to Patent Owner’s “common keys” argument)). 8 The Final Decision also addressed Petitioner’s Motion to Exclude (Paper 42). See Final Dec. 28–37 (granting-in-part, denying-in-part, and dismissing-in-part Petitioner’s Motion). Our determinations on that Motion were part of Petitioner’s appeal to the Federal Circuit. See Paper 52. Because the Federal Circuit did not address this aspect of the Final Written Decision and the Federal Circuit’s decision does not impact our previous rulings on the Motion, we maintain those rulings here. Additionally, on remand, Petitioner requested authorization to file a motion for sanctions, which we held in abeyance until the parties’ briefing on remand was complete. See Ex. 3003, 1. Petitioner requests sanctions because of the impropriety of Patent Owner’s remand brief, including new claim construction arguments for limitations [1j] and [1k], and prejudice to Petitioner. Id. at 3, 5. Although we reserved further consideration of Petitioner’s request, we expanded both the time and pages allowed for Petitioner’s responsive brief, and also allowed Petitioner to address any related issues in its responsive brief. Id. at 1. Having considered the parties’ briefing on remand, and given that we do not reach the claim construction arguments that Petitioner objected to in its request for authorization to file a motion for sanctions, we deny Petitioner’s request.” slip op. at 5

    Patent outcomesUS 10,225,588 not shown unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,225,588
  • PTAB · Dec 5, 2023 · IPR2022-00972 · APJ David C Mckone · IPR · Final written decision

    Claims 1–10 are unpatentable because Speight anticipates them; the Board found Peisa anticipation and Peisa–Heo obviousness unproven for the challenged claims in those grounds.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “of ordinary skill in the art “would have had a Bachelor of Science in electrical engineering, computer engineering, or an equivalent field, as well as three years of experience in wireless communication technology, or a master’s degree in electrical engineering, or other equivalent degree,” and that “[a]dditional education could substitute for professional experience and vice versa.” Pet. 14 (citing Ex. 1004 ¶¶ 47–49). Patent Owner does not contest Petitioner’s contention or propose a level of skill. Petitioner’s proposal is consistent with the technology described in the Specification and the cited prior art. On the complete record, we adopt this level of skill.” slip op. at 9

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

      “agreement that this claim term should be read as reciting two mutually-exclusive alternatives with respect to the “third parameter.” Dec. 11. The parties do not challenge this construction in the Patent Owner Response, Reply, or Sur-reply. On the complete record, we construe “wherein resources are allocated for data of each channel having a second parameter above zero prior to another channel’s data for transmission having a third parameter less than or equal to zero” as reciting two mutually-exclusive alternatives with respect to the “third parameter.”” slip op. at 11

    • Strike new argumentNew argument disregardedDecided for patent owner

      “We agree with Patent Owner. The Petition is required to identify “[h]ow the challenged claim is to be construed.” 37 C.F.R. § 42.104(b)(3). Petitioner argued in the Petition that “as properly construed, the claimed ‘first parameter,’ ‘second parameter,’ ‘third parameter,’ and ‘fourth parameter’ are four different parameters.” Pet. 17–18. In the Institution Decision, Petitioner prevailed on that point and “we agree[d] with Petitioner that the second and third parameters are separate and different parameters, and not different instances of the same parameter for separate channels.” Dec. 14. Patent Owner “relie[d] on the Board’s construction ‘that the second and third parameters are separate and different parameters, and not different instances of the same parameter for separate channels,’” and proposed distinct parameters in the Specification that it alleges are examples of second and third parameters, albeit not the same two parameters proposed by Petitioner. PO Resp. 9, 29. Petitioner now proposes new constructions for the second and third parameters that would limit those parameters to the two examples it advanced in the Petition and improperly supports these new constructions with new expert testimony and an exhibit from the prosecution of a later patent. Reply 20–25; Ex. 1040 ¶¶ 20–29; Ex. 1038. See also Consolidated Trial Practice Guide (“TPG”)10 73 (“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.”). As Patent Owner observes (Sur-reply 10 Available at https://www.uspto.gov/TrialPracticeGuideConsolidated. 21), it has no opportunity to introduce rebuttal evidence contesting the new constructions. See TPG 73–74 (Nov. 2019) (“The sur-reply may not be accompanied by new evidence other than deposition transcripts of the crossexamination of any reply witness. Sur-replies should only respond to arguments made in reply briefs, comment on reply declaration testimony, or point to cross-examination testimony.”). We agree with Patent Owner that it would be unfair to consider Petitioner’s new construction. See 37 C.F.R. § 42.23(b) (“A reply may only respond to arguments raised in the corresponding opposition, patent owner preliminary response, patent owner response, or decision on institution.”). Thus, Petitioner has forfeited its new claim construction arguments and they will not be considered. See TPG 74 (“While replies and sur-replies can help crystalize issues for decision, a reply or sur-reply that raises a new issue or belatedly presents evidence may not be considered.”). Moreover, these arguments would be unpersuasive even if considered. Petitioner has, at most, cited description in the Specification to show that its identified second and third parameters are examples corresponding to the recited second and third parameters. Ex. 1005 ¶¶ 84–95. This description does not define the second and third parameters nor purport to exclude from the claims any parameter that would otherwise meet the language of the claims. The prosecution history to which Petitioner cites, that of a child application, took place after the prosecution of the ’466 patent and thus, does not constitute a definition or disclaimer of subject matter for claims of the ’466 patent. In any case, the brief argument in the cited response to office action, that “[i]n the algorithm, the first value is provided by the wireless network for each of a plurality of buffers where the buffer having the second value above a threshold transmits data first,” does not define the second and third parameters, disavow any values from those parameters, or even discuss the third parameter. Ex. 1038, 12. Petitioner’s extrinsic evidence, Dr. Akl’s testimony, does little more than repeat the arguments in the Reply and, thus, is of little value. Ex. 1040 ¶¶ 20–29. In sum, we maintain our construction that the second and third parameters are separate and different parameters, and not different instances of the same parameter for separate channels. Under this construction, RAAUq” and RAAUq’, respectively, could potentially be second and third parameters, as could RAAUq’ and RAAUq”, respectively, as long as they satisfy the rest of the pertinent language of the challenged claims.” slip op. at 15

    • Disclosure Requirements (§112) › Written description (Ariad)Not entitled to earlier dateNot shown unpatentable

      “production, we still would find that a skilled artisan would not have been able to ascertain from the disclosure in the ’421 application that RAAUq’ could take values less than zero. Instead, even if we were to credit Dr. Lomp’s testimony, to conclude that RAAUq’ can take negative values, a skilled artisan would need to program computer software to simulate the ’421 application’s algorithm and correctly choose starting parameters and other context variables without guidance from the description in the ’421 application. This case is similar to that in New Railhead, where the written description was insufficient because “one of ordinary skill in the art must first make the patented invention before he can ascertain the claimed features of that invention.” 298 F.3d at 1295. This case also is similar to Los Angeles Biomedical Research Institute, in which an application’s written description was insufficient because assumptions and starting variables were not knowable from the disclosure in the application. 849 F.3d at 1058. Thus, even if we were to conclude that Patent Owner has met its burden of production, a preponderance of the evidence shows that the ’421 application does not provide written description support for Alternative A. In sum, we conclude that the ’421 application does not provide written description support for the challenged claims and that, therefore, Speight is prior art to the challenged claims.” slip op. at 41

    Patent outcomesUS 9,681,466 unpatentable
    Claim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips
    Patents in suitUS 9,681,466
  • PTAB · Oct 11, 2023 · IPR2022-00646 · APJ David C Mckone · IPR · Final written decision

    Claims 1–4, 12–16, 18, and 19 are unpatentable; claims 5–11, 17, and 20 are not unpatentable, based on the Sunada grounds.

    RulingsFinal written decision
    • PTAB / AIA Trials › §315(e) estoppelEstoppel does not applyDecided for patent owner

      “certain arguments based on the Kayak FWD. Reply 1–5. Yet, the Federal Circuit vacated the Kayak FWD and remanded to the Board for further consideration. Ex. 1006, 2 (“We vacate the Sunada IPR decision because it rests on an incorrect claim construction of the ‘federated computing environment’ limitation of all claims at issue, and we remand for further consideration under the correct construction.”), 8 (“The Board’s decision in IPR2016-00608 is vacated because it rests on an incorrect claim construction, and the matter is remanded for further proceedings consistent with this opinion.”).” slip op. at 8

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownOther

      “shown that Sunada discloses “protected resources” under our claim construction of the term and, accordingly, Petitioner has not shown, by a preponderance of the evidence, that Sunada anticipates claims 1, 3, 12, 14, 15, and 18.” slip op. at 17

    • Skill levelOther

      “1. Level of Skill in the Art Petitioner, relying on the testimony of Dr. Crovella, contends that a” slip op. at 17

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

      “shown that Sunada discloses “protected resources” under our claim construction of the term and, accordingly, Petitioner has not shown, by a preponderance of the evidence, that Sunada anticipates claims 1, 3, 12, 14, 15, and 18.” slip op. at 17

    Patent outcomesUS 7,631,346 mixed
    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 7,631,346
  • PTAB · Jun 1, 2023 · IPR2019-00731 · APJ Trevor M Jefferson · IPR · Remand

    Claim 28 is unpatentable under § 103(a) over Martin and Farley; Martin qualifies as prior art because Dr. Moran’s contribution made him a joint inventor of the relied-on disclosure.

    RulingsRemand decision
    • Novelty / Anticipation (§102) › Prior-art status of a reference › Patents / published applications (effective date, provisional support)Reference is prior artDecided for petitioner

      “we do not agree with Patent Owner that evidence analogous to that in Duncan Parking is required in this case or for Petitioner to meet its burden by stating which specific aspects of the Facilitator were conceived by Dr. Moran. PO Remand 3–4. As the Federal Circuit stated, the facilitator described in Section 4.5 of the Martin reference plays a central role in the OAA disclosed in the specification of the ’560 patent. Google, 34 F.4th at 1087; see Ex. 1011, 23–24 (Section 4.5); Ex. 1001, 19:14–19:62. In addition, Patent Owner admits that “large portions of the ’560 application and the Martin reference are identical or almost identical.” PO Resp. 1. We find that Petitioner and Dr. Moran have sufficiently identified the facilitator in the Martin reference as his work, and persuasively asserted that Dr. Moran’s background and experience with OAA and distributed software systems support his contribution to the conception of the facilitator in the distributed agent approach of Sections 4.1–4.5. Ex. 1007 ¶¶ 23–39. Dr. Moran’s testimony provides sufficient and persuasive detail to support his contribution claim to the facilitator of Section 4.5. Id.” slip op. at 21

    • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

      “With respect to Dr. Moran’s contribution to the Martin reference, we find Dr. Moran’s testimony credible over that of Mr. Cheyer and Mr. Martin, because, as the Federal Circuit noted, because the latter testimony conflicts with other evidence of record. Google, 34 F.4th at 1088. Cheyer’s and Martin’s testimony that Dr. Moran’s role was administrative and non-technical with respect to the core infrastructure of OAA is belied by a separate article describing OAA that includes the facilitator and lists Dr. Moran as the lead author. Ex. 1174, 1–2, 4. Indeed, the OAA article lists Dr. Moran and Mr. Cheyer as authors but excludes Mr. Martin. Id. Although Mr. Cheyer disagrees with the article’s description of the origins of OAA and the facilitator (Ex. 2037, 78:23–79:12 (Mr. Cheyer asserting that he “would not agree in the characterization of Open Agent Architecture grew out of [earlier] works” as described in the article)), Mr. Cheyer admits patent]” (id. at 1088), “which is a continuation-in-part of the application that resulted in the ’115 patent” (id. at 1086). in his deposition that Dr. Moran was extremely technical, and probably made technical contributions to OAA (id. at 34:1–20, 64:16–20, 102:2–4). Similarly, Mr. Martin’s testimony also supports that Dr. Moran “may have made contributions to the technological development of either interfaces for use with OAA, agents used with OAA, or systems based on OAA.” Ex. 2038, 116:2–8, 117:7–119:10. When viewed in light of Dr. Moran’s status as a joint inventor on the closely related ’931 patent (Ex. 2002, code (75)) and as a lead author of the substantive paper that discusses OAA’s early development, we find Mr. Martin’s and Mr. Cheyer’s admissions—that Dr. Moran made technical contributions to OAA—undermine their testimony that Dr. Moran’s inclusion as an author on the Martin reference was a matter of administrative respect and not a result of a technical contribution. See PO Remand 11; PO Resp. 50–51. Indeed, we find Cheyer and Martin’s general description of Dr. Moran—as an administrator without technical contributions to the Martin reference—is not supported by the full record, which instead supports Dr. Moran’s contributions to technical work that involves the Martin reference, such as contemporary papers and the ’931 patent. See, e.g., Ex. 1174, 2002. In sum, the testimony and contemporary evidence supports Dr. Moran’s testimony that his conception and contribution to the Martin reference, the facilitator, was technical and not merely administrative. Ex. 1007 ¶ 39.” slip op. at 23

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundUnpatentable

      “We disagree with Patent Owner’s contention. Rather, we find that the Petition persuasively explains how Martin discloses a facilitator agent arranged to coordinate cooperative task completion within a distributed computing environment having autonomous service-providing electronic agents. Pet. 39; Ex. 1002 ¶ 100. Further, Petitioner persuasively demonstrates that Farley discloses how agent functionality can be distributed across multiple processes. Pet. 39–40; Ex. 1002 ¶¶ 101–102. Finally, Petitioner also provides persuasive reasons as to why one of ordinary skill in the art would have been motivated to combine Martin and Farley, including reasons expressly provided by Farley. Pet. 40; Ex. 1002 ¶¶ 103–104.” slip op. at 28

    • ExcludeMotion to exclude, deniedMixed

      “III. MOTION TO EXCLUDE In our prior Final Written Decision, we denied Patent Owner’s Motion to Exclude (1) portions of Exhibit 1153; (2) Exhibits 1170, 1171, and 1172; (3) Exhibit 1174; and (4) portions of Exhibits 2037 and 2038; and we dismissed as moot Patent Owner’s Motion to Exclude (1) Exhibits 1158 and 1159 and (2) Exhibits 1175, 1176, and 1181. Final Dec. 26–30. We maintain these determinations on remand.” slip op. at 29

    Patent outcomesUS 7,069,560 unpatentable
    § 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 7,069,560
  • PTAB · Jun 1, 2023 · IPR2019-00728 · APJ Trevor M Jefferson · IPR · Remand

    On remand, the Board held claim 63 unpatentable under § 103(a) over Martin and Kohn, finding Martin was prior art because Moran was a joint inventor.

    RulingsRemand decision
    • RemandDecided for petitioner

      “Petitioner relies upon is sufficient to establish the degree to which the reliedon portions of the Martin reference were conceived by Dr. Moran, and the significance of those contributions to the overall anticipating disclosure of the Martin reference. See Google, 34 F.4th at 1086–88; Duncan Parking, 914 F.3d at 1358. Contrary to Patent Owner’s contentions, Petitioner is not merely relying on Dr. Moran’s authorship to establish inventorship. PO Remand 8 (citing In re Katz, 687 F.2d 450, 455 (C.C.P.A. 1982)). Instead, Dr. Moran’s testimony establishes how his background led to his contributions to the multiple facilitator architectures disclosed in Martin and in the ’115 patent specification. Google, 34 F.4th at 1087; Ex. 1007 ¶¶ 23– 34 (OAA project), 35–39 (OAA paper). In view of Dr. Moran’s testimony, we do not agree with Patent Owner that evidence analogous to that in Duncan Parking is required in this case or for Petitioner to meet its burden by stating which specific aspects of the Facilitator were conceived by Dr. Moran. PO Remand 3–4. As the Federal Circuit stated, the facilitator described in Section 4.5 of the Martin reference plays a central role in the OAA disclosed in the specification of the ’115 patent. Google, 34 F.4th at 1087; see Ex. 1011, 23–24 (Section 4.5); Ex. 1001, 18:56–19:36. In addition, Patent Owner admits that “large portions of the ’115 application and the Martin reference are identical or almost identical.” PO Resp. 1. We find that Petitioner and Dr. Moran have sufficiently identified the facilitator in the Martin reference as his work, and persuasively asserted that Dr. Moran’s background and experience with OAA and distributed software systems support his contribution to the conception of the facilitator in the distributed agent approach of Sections 4.1–4.5. Ex. 1007 ¶¶ 23–39. Dr. Moran’s testimony provides sufficient and persuasive detail to support his contribution claim to the facilitator of Section 4.5. Id. Based on the record, the Federal Circuit’s remand squarely asks whether Dr. Moran’s stated contributions to the conception of the facilitator should be credited over Cheyer and Martin’s conflicting testimony regarding his lack of technical contribution. Google, 34 F.4th at 1088 (stating that “[t]he testimony of Dr. Moran, if credited, might well establish that he was a co-inventor of the particular portions of the Martin reference relied on by Google in, and relevant to, the challenge to particular claims”). When Dr. Moran’s testimony is viewed in combination with the supporting evidence,7 we find that incorporation of the facilitator in general, which is also found in the specification and claims, persuasively supports Dr. Moran’s testimony regarding his inventive contribution to the Martin reference. Specifically, we find Dr. Moran’s testimony persuasively supported and credible over the conflicting testimony and evidence offered by Mr. Cheyer and Mr. Martin. See Pet. Reply 12–13; Ex. 2038, 116:2–8, 117:7–119:10 (Cheyer admission that Dr. Moran made technical contributions to OAA); Ex. 2037, 34:1–20, 64:16–20, 102:2–4.” slip op. at 21

    • Novelty / Anticipation (§102) › Prior-art status of a reference › Patents / published applications (effective date, provisional support)Reference is prior artDecided for petitioner

      “Upon weighing the parties’ testimony and evidence, we agree with Petitioner that sufficient evidence supports the technical contributions of Dr. Moran to OAA, including admissions by Mr. Martin that Dr. Moran made such contributions (see Ex. 2038, 116:2–116:8, 117:7–119:10; see also id. at 73:3–73:15); contemporaneous papers showing Dr. Moran’s contribution to the OAA including a facilitator (see Ex. 1170; Ex. 1174, 1– 2), and the ’931 patent (Ex. 2002). See Pet. Reply 5–7, 8, 12–13; Pet. Remand 11. In particular, Dr. Moran’s testimony establishes that he contributed to Section 4.5, the facilitator that plays an essential role in the OAA, that differs from prior art agents, and that is found in the ’115 specification. We find Dr. Moran’s contributions to be significant when measured against the full anticipating Martin reference, and to render him a joint inventor of the Martin reference. Google, 34 F.4th at 1085 (quoting Duncan Parking, 914 F.3d at 1358). 5. Conclusion Based on the full record, we find that Petitioner has provided persuasive evidence by a preponderance of the evidence that Dr. Moran is an inventive entity to the Martin reference. Accordingly, we find that Petitioner has established that Martin is “by another” and is prior art under § 102(a) to the ’115 patent. We next turn to the sole remaining ground based on the Martin reference to determine the patentability of the remaining challenged claim.” slip op. at 26

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

      “combination of Martin and Kohn. Petitioner’s expert, Dr. Olsen, provides persuasive testimony and evidence that Martin teaches compound goals and a skilled artisan would have been motivated in view of Kohn to modify Martin’s facilitator agent to interpret a compound goal that includes both local and global constraints. Pet. 32–34; Ex. 1002 ¶¶ 49, 77–88. Dr. Olsen’s testimony does not evince hindsight, but instead supports the finding that an ordinarily skilled artisan could use compound goals required in Martin and apply the type of constraints (global and local) disclosed in Kohn. Ex. 2024, 159:4–160:16. In addition, Dr. Olsen testified, the proposed implementation “would have been a mere combination of known components and technologies . . . , according to known methods, to produce predictable results.” Ex. 1002 ¶ 87. We do not agree that this case presents the same technical issues raised in G.B.T. Inc. v. Walletex Microelectronics Ltd., IPR2018-00326, Paper 60 at 16–17 (PTAB June 25, 2019), where the petitioner’s declarant failed to show how the combination would have achieved desired results and features from the combination of the circuits. Here, Dr. Olsen identified known compound goals in Martin to which Kohn’s local and global constraints are applicable. Pet. 32–34; Ex. 1002 ¶¶ 49, 77–88. In view of the level of skill in the art and the testimony of Dr. Olsen (Ex. 1002 ¶¶ 49, 77–88; Ex. 2024, 159:4–160:16), we find that Petitioner establishes persuasive motivation to combine the software teachings of Kohn’s constraints into the goals of Martin and how the references would have been combined by a preponderance of the evidence.” slip op. at 29

    • ExcludeMotion to exclude, deniedMotion to exclude, grantedMixed

      “III. MOTION TO EXCLUDE In our prior Final Written Decision, we denied Patent Owner’s Motion to Exclude (1) portions of Exhibit 1153; (2) Exhibits 1170, 1171, and 1172; (3) Exhibit 1174; and (4) portions of Exhibits 2037 and 2038; and we dismissed as moot Patent Owner’s Motion to Exclude (1) Exhibits 1158 and 1159 and (2) Exhibits 1175, 1176, and 1181. Final Dec. 25–28. We maintain these determinations on remand.” slip op. at 30

    Patent outcomesUS 6,851,115 unpatentable
    § 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 6,851,115
  • PTAB · Jan 19, 2023 · IPR2021-01070 · APJ David C Mckone · IPR · Final written decision

    Claims 1, 2, 7–10, and 15–17 are unpatentable as obvious over Acharya and Luo.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “1. Level of Skill in the Art Relying on Dr. Mowry’s testimony, Petitioner contends that a person of ordinary skill in the art “would have had a bachelor’s degree in electrical engineering, computer science, computer engineering, or equivalent field, and at least two years of prior experience with image processing or scanning 8 The record does not include allegations or evidence of objective indicia of nonobviousness. server,” and that “[a] person with additional education or additional industrial experience could still be of ordinary skill in the art if that additional aspect compensates for a deficit in one of the other aspects of the requirements stated above.” Pet. 19–20 (citing Ex. 1002 ¶ 44). We adopted this level of skill in the Institution Decision. Dec. 38–39. Patent Owner applies this level of skill in its Patent Owner Response. PO Resp. 30. As Petitioner’s proposal is consistent with the technology described in the Specification and the cited prior art, we continue to apply this level of skill.” slip op. at 13

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

      “Dr. Mowry testifies that, “[g]iven these difficulties in using handheld devices to capture suitable images, a person of ordinary skill in the art would have been motivated to implement Acharya using the reference lines and capture techniques described in Luo in order to achieve a high likelihood of obtaining images that were suitable for image processing.” Ex. 1002 ¶ 63. According to Dr. Mowry, Luo’s solution is “directly applicable to capturing check images to predictably increase the likelihood of obtaining images that are suitable for” optical character recognition. Id. Dr. Mowry’s testimony is consistent with the express disclosures in Acharya and Luo and, therefore, is credible. Acharya expressly identifies technology that it uses to capture information from documents, namely optical character recognition, and Luo expressly describes a technique designed to reduce projective distortion when capturing an image of a document, such that optical character recognition can be performed more accurately. Dr. Creusere admitted on cross-examination that “correcting geometric distortion will make it easier to perform automatic text recognition.” Ex. 1037, 89:1–2. Petitioner contends that its proposed combination would have amounted to applying a known technique to a known device ready for improvement to yield predictable results. Pet. 32–34; see also KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill.”); Ex. 1002 ¶ 64 (“Implementing Acharya’s RCT using Luo’s camera system would have simply involved applying a technique that was known to a device that was known and ready for improvement, to yield predictable results.”). We agree. This appears to be a textbook example of using a technique that improved one device to improve a similar device in the same way. As we preliminarily observed in the Institution Decision (Dec. 54), a combination of Acharya and Luo would have been no more than “[t]he combination of familiar elements according to known methods” and, thus, likely obvious because it “does no more than yield predictable results.” KSR, 550 U.S. at 416.” slip op. at 30

    • Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away not foundDecided for petitioner

      “A reference may be said to teach away when a person of ordinary skill, upon reading the reference, would be discouraged from following the path set out in the reference, or would be led in a direction divergent from the path that was taken by the applicant. The degree of teaching away will of course depend on the particular facts; in general, a reference will teach away if it suggests that the line of development flowing from the reference’s disclosure is unlikely to be productive of the result sought by the applicant. Gurley, 27 F.3d at 553.” slip op. at 43

    • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

      “Acharya’s system would have imposed “additional processing overhead and complexity on the customer’s device as compared to the existing manual capture system” and that “[t]his type of processing, especially when done in real-time, was considered computationally-intensive in 2009.” PO Resp. 53 (citing Ex. 2115 ¶ 35). The only evidence Patent Owner offers to support this assertion is the testimony of its expert, who largely copies Patent Owner’s argument and does not identify the basis for the testimony. As such, the testimony is entitled to little weight. See 37 C.F.R. § 42.65(a) (“Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.”); see also Velander v. Garner, 348 F.3d 1359, 1371 (Fed. Cir. 2003) (“It is within the discretion of the trier of fact to give each item of evidence such weight as it feels appropriate.”); Ashland Oil, Inc. v. Delta Resins & Refractories, Inc., 776 F.2d 281, 294 (Fed. Cir. 1985) (“Lack of factual support for expert opinion going to factual determinations, however, may render the testimony of little probative value in a validity determination.”). We note that Luo describes its technique as implemented on conventional computing equipment on portable devices available prior to 2009 without mention of concerns over processing overhead. Ex. 1004, 8. Patent Owner’s evidence is insufficient to establish that concerns over processing overhead would have dissuaded a skilled artisan from pursuing a combination of Acharya and Luo.” slip op. at 44

    Patent outcomesUS 8,699,779 unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 8,699,779
  • PTAB · Jul 21, 2022 · IPR2021-00494 · APJ Norman H Beamer · IPR · Final written decision

    Claims 1–8, 10, 11, 13, 16, 17, 19–24, 27, and 33–36 are unpatentable as obvious over the Theriault-based grounds; the Jacobsen-based grounds were not proven.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “The parties’ proposals are similar, excepting Petitioner’s additional point regarding collaboration with other skilled artisans. The level of ordinary skill in this case is not dispositive of any challenge. We determine that Petitioner’s proposal is consistent with the level of ordinary skill in the art reflected by the prior art, and we apply Petitioner’s articulation. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995).” slip op. at 10

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

      “Petitioner submits that the claim 1 requirement, “storing facts about at least one of the actor and the environment,” should be construed to require “storing facts about the actor and storing facts about the environment.” Pet. 10. Petitioner relies on In Simo Holdings Inc. v. H.K. uCloudlink Network Tech., Ltd., 2021 U.S. App. LEXIS 137, at *15–16 (Fed. Cir. 2021) (stating the “general grammatical principle” for interpreting a claim which recites “at least one of X and Y” as requiring at least one of X and at least one of Y (instead of at least one of X or at least one of Y)). Id. Patent Owner disagrees with this interpretation, but “for the purpose of this Response, PO analyzes Petitioners’ proposed mappings based on this interpretation.” PO Resp. 2. Accordingly, we apply Petitioner’s proposed construction.4 D.” slip op. at 11

    • Expert testimonyPatent owner expert discountedDecided for patent owner

      “claim 1. Even if the threshold values and audio profiles are not specifically tailored to an individual or a particular environment, they are nonetheless facts about individuals and environments that are used to assess whether an alarm condition exists for the particular individual and environment being monitored, and thus are properly regarded as “facts about at least one of the actor and the environment.” Contrary to Patent Owner’s argument, the second and third limitations of the claim complement each other, whether or not the stored facts are unique to the current actor or environment. Moreover, Patent Owner provides no basis for its assumption that monitoring an actor’s diabetic condition involves stored facts, such as symptomatic blood sugar levels, that are specific to the individual as opposed to broadly-based criteria applicable to diabetic patients in general. Patent Owner’s expert’s testimony on this point is conclusory and unsupported. Sarrafzadeh Decl. ¶ 44; Reply 12–13.” slip op. at 17

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

      “Petitioner argues that one of ordinary skill would have been motivated to adopt in the monitoring system of Theriault the features in Mault regarding alerting different people depending on received sensor data, given that both references are directed to providing alerts based on the remote monitoring of a person, and given the apparent advantages of issuing pages to different remote persons based upon a monitored condition as taught by Mault. Pet. 44–46 (citing Young Decl. ¶¶ 115–120). Claim 11 depends from claim 1, and additionally requires “formulating a response plan for responding to the at least one emergency situation.” Ex. 1001, 12:60–62. Claim 13 depends from claim 11, and additionally requires “wherein formulating the response plan includes selecting at least one responder from a plurality of designated responders.” Ex. 1001, 12:65–67. Petitioner relies on the disclosure in Mault of sending alerts to different people (e.g., caregiver, physician, etc.) depending upon whether the sensed data falls within different ranges. Pet. 46–47 (citing Ex. 1006 ¶¶ 43, 66; Young Decl. ¶¶ 119–120, 285, 287–288). We are persuaded that it is reasonable to characterize selecting different persons to notify, depending on different sensor values, such as different temperature ranges, as an example of formulating a response plan. Moreover, Petitioner has articulated sufficient reasoning with rational underpinning supporting why one of ordinary skill would have been motivated to incorporate the pertinent features of Mault into the system of Theriault. Patent Owner does not address this ground challenging claims 11 and 13. Accordingly, upon review of the record, we determine that Petitioner has proved by a preponderance of the evidence that claims 11 and 13 would have been obvious over the combination of Theriault and Mault. F.” slip op. at 36

    Patent outcomesUS 7,145,462 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 7,145,462
  • PTAB · Feb 10, 2022 · IPR2020-01391 · APJ Thomas L Giannetti · IPR · Final written decision

    Claims 11, 12, and 14–19 are unpatentable: claims 11 and 12 are anticipated by Hsiao, and claims 11 and 14–19 are obvious over He and Cheng or He, Cheng, and Hiller.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Petitioner’s proposed level of ordinary skill does not differ materially from that presented by Mr. Welch. Both require a bachelor’s degree in many of the same fields and roughly one to two years of experience with USB protocols or USB product development. The arguments presented by Petitioner and Patent Owner do not indicate that the outcome of this case would change depending on the level of ordinary skill in the art. We, therefore, adopt Petitioner’s description, which we determine to be consistent with the level of skill reflected in the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). We note, however, that we would reach the same conclusions under either proposed level of ordinary skill.” slip op. at 8

    • BurdenDecided for patent owner

      “Proof of conception must be by “corroborating evidence which shows that the inventor disclosed to others his ‘completed thought expressed in such clear terms as to enable those skilled in the art’ to make the invention.” Coleman v. Dines, 754 F.2d 353, 359 (Fed. Cir. 1985) (citing Field v. Knowles, 183 F.2d 593, 601 (CCPA 1950)); see also Mahurkar v. C.R. Bard, Inc., 79 F.3d 1572, 1577 (Fed. Cir. 1996) (corroboration requirement “arose out of a concern that inventors testifying in patent infringement cases would be tempted to remember facts favorable to their case by the lure of protecting their patent or defeating another’s patent”). Similarly, an inventor’s testimony alone is insufficient to establish an earlier reduction to practice. Medichem, S.A. v. Rolabo, S.L., 437 F.3d 1157, 1169–71 (Fed. Cir. 2006). Instead, a party seeking to prove an actual reduction to practice must proffer evidence corroborating that testimony. Id. at 1170. The sufficiency of corroboration is determined according to a “rule of reason.” Price v. Symsek, 988 F.2d 1187, 1195 (Fed. Cir. 1993). This, however, does not dispense with the requirement that some independent evidence provide corroboration. Coleman, 754 F.2d at 360. The requirement of “independent” corroboration requires evidence other than the inventor’s testimony. In re NTP, Inc., 654 F.3d 1279, 1291–92 (Fed. Cir. 2011). 3. Discussion We find that Patent Owner has not met its burden of establishing that Mr. Kuster conceived and reduced to practice his invention prior to the filing dates of Hsiao or He. By itself, Mr. Kuster’s testimony is insufficient to establish that he reduced his invention to practice prior to the November 23, 2010, filing date or Hsiao or the June 2, 2010, filing date of He. “Throughout the history of the determination of patent rights, oral testimony by an alleged inventor asserting priority over a patentee’s rights is regarded with skepticism, and as a result, such inventor testimony must be supported by some type of corroborating evidence.” Woodland Tr. v. Flowertree Nursery, Inc., 148 F.3d 1368, 1371 (Fed. Cir. 1998) (quoting Price, 988 F.2d at 1194). Patent Owner has failed to provide sufficient independent evidence corroborating Mr. Kuster’s testimony.” slip op. at 20

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

      “We do not agree with this argument. “The test for obviousness is not whether the features of a secondary reference may be bodily incorporated into the structure of the primary reference; nor is it that the claimed invention must be expressly suggested in any one or all of the references. Rather, the test is what the combined teachings of the references would have suggested to those of ordinary skill in the art.” MCM Portfolio LLC v. Hewlett-Packard Co., 812 F.3d 1284, 1294 (Fed. Cir. 2015) (quoting In re Keller, 642 F.2d 413, 425 (CCPA 1981)). Moreover, “[a] person of ordinary skill is also a person of ordinary creativity, not an automaton,” so the fact that it would take some creativity to carry out the combination does not defeat a finding of obviousness. KSR, 550 U.S. at 421; see also ClassCo, Inc. v. Apple, Inc., 838 F.3d 1214, 1219 (Fed. Cir. 2016) (“The rationale of KSR does not support [the] theory that a person of ordinary skill can only perform combinations of a puzzle element A with a perfectly fitting puzzle element B.”). We find there is support for making this combination of He and Cheng in the testimony of Dr. Baker that addition of a controller is “conventional” in USB flash drives. Baker Decl. ¶ 167. We find that for the reasons given by Dr. Baker, a person of ordinary skill would have added a controller to He. We determine that the combination of He and Cheng teaches each limitation of claim 11. We address Patent Owner’s argument that there are objective indicia of obviousness, infra. We conclude that Petitioner has demonstrated that claim 11 would have been obvious over He and Cheng.” slip op. at 37

    • Obviousness (§103) › Objective indicia / secondary considerations › Long-felt need / failure of othersDecided for patent owner

      “attorney argument, not evidence.” Pet. Reply 26. We agree. Patent Owner does not back up its argument with testimony or other credible evidence. To demonstrate long-felt need, a patentee must point to an “articulated identified problem and evidence of efforts to solve that problem” which were, before the invention, unsuccessful. Tex. Instruments v. Int’l Trade Comm’n, 988 F.2d 1165, 1178 (Fed. Cir. 1993). All Patent Owner proves, if anything, is that after the USB 3.0 specification issued, a number of companies rushed in to provide contacts that met the new standard. Patent Owner does not demonstrate that they failed where Mr. Kuster succeeded. In fact, there is no evidence that Mr. Kuster ever commercialized his invention.8 8 Victorinox never paid for the work Mr. Kuster did on the USB 3.0 memory device, and to Mr. Kuster’s knowledge, never marketed the product. Kuster Dep. 22:21–24:13. Patent Owner contends “Mr. Kuster’s invention filled the existing need for a durable yet slim USB flash drive compatible with USB 3.0 that was easy to manufacture.” PO Resp. 77. But instead of presenting independent evidence of failure of the others to solve known technical or manufacturing problems, Patent Owner relies on generalized statements concerning the need for USB 3.0 connectors and solutions by others that Patent Owner contends have not been successful. PO Resp. 74–77. We are not persuaded by Patent Owner’s argument that Mr. Kuster’s alleged invention filled a long-felt need where others failed.” slip op. at 29

    Patent outcomesUS 8,693,206 mixed
    § 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 8,693,206
  • PTAB · Jan 26, 2022 · IPR2020-00614 · APJ Monica S Ullagaddi · IPR · Final written decision

    Claims 1–6, 9, 10, and 13–19 are unpatentable as obvious over Ueno, Fetkovich, and Demos.

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

      “function” as recited in claim 1 to teach or suggest the “frame decryption function” recited in claim 14. See, e.g., Pet. 76. This reliance is due, in part, to the fact that the cited “references teach using symmetric algorithms,” which use the same key for encrypting and “decrypting the selected portions of encrypted frames in accordance with the frame decryption information.” Id. at 78 (citing Ex. 1004, 1:16–20; Ex. 1005, 6:52–56; Ex. 1006, 27:65– 28:1; Pet. §§ VI.A.1, VI.A.5 (claim 4); Ex. 1003 ¶ 257). Accordingly and as we determined in our Institution Decision, “the encryption parameters are the same for encryption and decryption” in Petitioner’s challenge. Inst. Dec. 8.” slip op. at 11

    • Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for petitioner

      “that Patent Owner “is not entitled to a presumption of nexus when the claimed features constitute a small part of the claimed product and are far from coextensive.” Id. Patent Owner asserts and Dr. Nielsen testifies that “DivX implemented its inventive partial encryption [method or approach] into DivX’s Digital Right Management Systems” and each cite to Exhibit 2020, a claim chart comparing challenged claims 1, 2, 4, 5, 10, 14, and 17–19 of the ’673 patent to features of DivX’s Decoder Software Development Kit (SDK). PO Resp. 11; Ex. 2008 ¶ 61. Patent Owner does not assert or explain that it is arguing secondary considerations of non-obviousness, does not attempt to establish a nexus between the claimed features and Patent Owner’s commercial product, and does not discuss or explain Exhibit 2020 in any level of detail. See generally PO Resp.; see also Pet. Reply 26 n.15 (citing Ex. 1029, 131:25–132:20) (Petitioner arguing that “Exhibit 2020 was not prepared by an expert witness or discussed in briefing”). For these reasons, we determine that a presumption of nexus is inappropriate here––Patent Owner does not provide an analysis demonstrating that its product(s) are coextensive (or nearly coextensive) with the challenged claim. See Lectrosonics, Paper 33 at 33. As such, we proceed to the second step of the analysis under Fox Factory.” slip op. at 52

    • ExcludeMotion to exclude, grantedMotion to exclude, deniedMixed

      “Exhibits 2004, 2005, 2006, 2010, and 2020 for not being authenticated (Fed. R. Evid. 901(a)), containing inadmissible hearsay (Fed. R. Evid. 801(c), 802; 37 C.F.R. § 42.53), improper opinions (Fed. R. Evid. 701, 602), and lacking relevance (Fed. R. Evid. 402). Mot. Ex. 6–10. Petitioner’s Motion to Exclude is dismissed as moot with respect to Exhibit 2020 because our decision would not be affected by the admission or exclusion of that exhibit—we do not rely on it in reaching our conclusion as to the patentability of the challenged claims.” slip op. at 77

    Patent outcomesUS 7,295,673 unpatentable
    § 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 7,295,673
  • Veeam Software Corp. v. Hybir Inc.Some claims unpatentable
    PTAB · Dec 2, 2021 · IPR2020-01038 · APJ John R Kenny · IPR · Final written decision

    Claims 30, 32, 33, 35, and 37–40 are unpatentable as obvious; claims 31, 34, and 36 were not shown unpatentable.

    RulingsFinal written decision
    • Skill levelSkill level board ownDecided for patent owner

      “E. Level of Skill in the Art To determine the level of an ordinarily skilled artisan, various factors” slip op. at 10

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

      “claim terms for construction at that stage of the proceeding, and we did not construe any claim terms expressly as none of the terms were in dispute. Inst. Dec. 22. In the briefing following institution, Patent Owner proposed a construction for the term “inventory,” see, e.g., PO Resp. 21–28, and it became clear that the parties dispute the meaning of the term. Accordingly, we address the parties’ proposed constructions for “inventory” and the arguments they present for those constructions.” slip op. at 13

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed

      “As set forth above, we resolved those disputed issues in favor of Petitioner. For the portions of the preamble and limitations of claim 35 that are not recited in claim 30, we have reviewed Petitioner’s arguments and evidence for claim 35 and are persuaded that Field teaches or suggests the preamble and claim limitations. Pet. 25–28 (and the exhibits cited therein). Thus, we find that Field teaches or suggests all limitations of claim 35. Accordingly, we determine Petitioner has proven that claim 35 would have been obvious over Field.” slip op. at 55

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

      “metadata into its signature generating algorithm to create a more robust signature. Ex. 1005 ¶ 46. An ordinarily skilled artisan would have been motivated to use such an augmented signature generating algorithm in Field’s environment. Ex. 1002 ¶¶ 138–139; Ex. 1004 ¶ 40. Thus, an ordinarily skilled artisan would have modified Field’s cryptographic signature generating algorithm so it would compute a file’s signature using a file’s metadata. Ex. 1002 ¶¶ 138–139; Ex. 1004 ¶ 40. Accordingly, Field and Anderson disclose that “the cryptographic signature is also computed with the metadata.” Ex. 1002 ¶¶ 138–139; Ex. 1004 ¶ 40.” slip op. at 76

    Patent outcomesUS 8,051,043 mixed
    Claim construction§ 103 obviousnesscites Phillips
    Patents in suitUS 8,051,043

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.