- Alivecor, Inc. v. Apple Inc.Some claims unpatentablePTAB · Jan 7, 2025 · IPR2023-00949 · APJ Scott A Daniels · IPR · Final written decision
Claims 11–14 and 16–20 are unpatentable over Kim; claim 15 was not shown unpatentable over Chang.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner’s asserted level of ordinary skill in the art is essentially the same as Petitioner’s, for example requiring a bachelor’s degree in science or engineering and “at least two years of relevant work experience with capture and processing of data or information, including but not limited to physiological information.” Id.; Pet. 9. In view of the similarity, our record now before us, and as we did in our Institution Decision, we rely on Petitioner’s proposed level of ordinary skill in the art as it is essentially the same as that proposed by Patent Owner. Petitioner’s asserted level of ordinary skill in the art is consistent with our review and understanding of the technology and descriptions in the ’619 patent and the asserted prior art references. Okajima, 261 F.3d at 1355.” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“C. Claim Construction We interpret a claim “using the same claim construction standard that would be used to construe the claim in a civil action under 35 U.S.C. 282(b).” 37 C.F.R. § 42.100(b) (2020). Under this standard, we construe the claim “in accordance with the ordinary and customary meaning of such claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent.” Id. Furthermore, “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy.’” Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)). Neither Patent Owner nor Petitioner indicate that any claim terms require construction. See generally Petition; PO Resp. For purposes of this Decision where no claim terms are in dispute, we need not explicitly construe any claim terms.” slip op. at 11
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“What these cases and examples clearly articulate, is that whether there is sufficient description in an anticipation reference for linking different disclosures, elements, and embodiments, is particularly case and fact dependent. Moreover, a finding of anticipation resting upon a reference’s disclosures of elements in different embodiments turns on whether an ordinarily skilled artisan would understand that the reference suggests arranging the elements of the embodiments to one another in the same way as the challenged claims. For the reasons that follow, we determine that there is sufficient description and teaching in Kim such that the “combined button” disclosed by Kim, for example in Figure 10(b), can be the same “combined button” as discussed in the embodiment of Figure 18.” slip op. at 28
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“As to Patent Owner’s first and second arguments, as we discussed in detail above with respect to anticipation, we find that there is sufficient evidence in Kim itself of contextual and even express links between the various combined button embodiments and Figure 18. Section II.D.2.b)(1)– (4). We have already determined “that one of ordinary skill in the art would understand Kim to disclose the ‘combined button’ structure and function that could be implemented on the face or sidewall of a device.” Id. We likewise determine, based on the same evidence, that a person of ordinary skill in the art would have understood Kim to suggest that the combined button structure and function, for example in the embodiment of Figure 10(b), could be implemented in an opening on the face or sidewall of a device. Obviousness does not require an instruction manual on how to physically incorporate or combine the disclosures of two embodiments in a reference. As KSR informs us, “in many cases a person of ordinary skill will be able to fit the teachings of multiple patents together like pieces of a puzzle.” KSR, 550 U.S. at 420. Moreover, in this case we have only one prior art patent, Kim, so at least the pieces of the puzzle are all in the same box. The persuasive testimony of Dr. Berger that “a person of ordinary skill in the art would have been familiar with electronic devices with sealed and/or insulated button assemblies, and would understand that those assemblies were not limited to the front face of a device,” is unrebutted in this case. Ex. 1003 ¶ 110. “A person of ordinary skill is also a person of ordinary creativity, not an automaton.” KSR, 550 U.S. at 421. Given the background knowledge of a person of ordinary skill in the art in conjunction with the motivation and teachings in Kim itself for placing sufficient motivation to support the combination of Kim’s Figure 10(b) embodiment with the sidewall placement of the combined button taught in Figure 18 for obviousness purposes. It is well-settled that a single prior art obviousness reference itself can provide motivation for the combination. See General Elec. Co. v. Raytheon Techs. Corp., 983 F.3d 1334, 1352 (Fed. Cir. 2020) (Reversing the Board’s finding of nonobviousness over a single prior art reference, the Court explained that “the Board’s approach would require a motivation to combine each element of the claim—even those present together in a reference. This analysis unduly dissects prior art references into collections of individual elements, requiring a party showing obviousness to re-do the work already done in the prior art reference.”). Patent Owner’s third argument is unavailing because although Dr. Anthony testifies that “implementing the fingerprint sensor assembly of Kim’s Figure 10 embodiment in the ‘lateral surface’ of Kim’s Figure 18 embodiment would have complicated the manufacturing process for the resulting mobile device,” Dr. Anthony does not provide testimony or evidence that implementing the combined button on the sidewall would have been difficult or beyond the level of ordinary skill in the art. Ex. 2009 ¶ 73. We credit Dr. Berger who explains persuasively that “[p]rior to the ’619 patent’s earliest alleged priority date of June 19, 2017, a person of ordinary skill in the art would have known that a mobile electronic device could include one or more button assemblies in a sidewall.” Ex. 1003 ¶ 47 (citing Ex. 1013, 4:40, 19:42–20:4, Figs. 13B, 17, 19A, 19B). It is well-settled that a person of ordinary skill can use his or her ordinary skill, creativity, and common sense to make the necessary adjustments and further modifications to result in a properly functioning device. See KSR, 550 U.S. at 418 (“the specific subject matter of the challenged claim, for a court can take account of the inferences and creative steps that a person of ordinary skill in the art would employ.”).” slip op. at 43
Patent outcomesUS 10,866,619 mixedClaim construction§ 102 anticipation§ 103 obviousnesscites KSR · GrahamPatents in suitUS 10,866,619 - 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 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Jan 3, 2025 · IPR2023-01172 · APJ Robert J Weinschenk · IPR · Final written decision
Claims 1–9, 11–14, 16–24, 26, 28, 29, and 31–34 are unpatentable as anticipated by Grotmol; claim 15 was not shown unpatentable because Grotmol does not disclose its required sequence.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art would have had “(1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning.” Pet. 3–4 (citing Ex. 1003 ¶ 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Jason Janet. Ex. 1003 ¶ 41. Patent Owner “adopts” Petitioner’s description of the level of ordinary skill in the art. PO Resp. 4–5. We also adopt Petitioner’s description for the purposes of this Decision.” slip op. at 5
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“The parties appear to agree that the term “connection” refers to a relationship, but dispute whether it includes a link. PO Resp. 7; Pet. Reply 23. We need not resolve this claim construction issue in order to resolve the parties’ disputes about the asserted ground of unpatentability. Specifically, as discussed below, even if we assume for the purposes of this Decision that the term “connection” means a “relationship that includes a link,” the asserted prior art still discloses the disputed claim limitation. See Section II.D.23.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“We agree with Patent Owner that claim 15 requires modifying the first instruction set before determining the modified first instruction set based on an at least partial match between the new digital picture and the first digital picture. Claim 15 recites “modifying: the first one or more instruction sets” and “determining the modified the first one or more instruction sets . . . based on the at least partial match between the new one or more digital pictures and the first one or more digital pictures.” Ex. 1001, 162:65–163:15 (emphasis added). The phrase “the modified . . . instruction sets” in the determining limitation indicates an order because it refers back to the instruction sets modified in the modifying limitation. Id. Further, the phrase “based on the at least partial match” indicates that a partial match between the new picture and the first picture returns the modified first instruction set. Id. In order for a partial match to return the modified first instruction set, it is logical that the first instruction set previously was modified and correlated to the first picture. Id. Thus, claim 15 indicates that the modifying limitation is performed before the determining limitation. See Altiris, Inc. v. Symantec Corp., 318 F.3d 1363, 1369 (Fed. Cir. 2003) (“First, we look to the claim language to determine if, as a matter of logic or grammar, [the recited steps] must be performed in the order written.”).” slip op. at 8
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner
“3. Means-plus-function limitations Petitioner contends that the corresponding structure for the “means for receiving or generating a first one or more digital pictures,” the “means for receiving or generating a first one or more instruction sets for operating the first device,” and the “means for learning the first one or more digital pictures correlated with the first one or more instruction sets for operating the first device” in claim 34 is “one or more processor circuits.” Pet. 4 (citing Ex. 1001, 16:8–60). Patent Owner does not dispute Petitioner’s proposed construction. PO Resp. 11. We adopt Petitioner’s proposed construction for purposes of this Decision. D. Anticipation of Claims 1–9, 11–24, 26, 28, 29, and 31–34 by Grotmol Petitioner argues that claims 1–9, 11–24, 26, 28, 29, and 31–34 are” slip op. at 10
Patent outcomesUS 11,055,583 mixedClaim construction§ 102 anticipationPatents in suitUS 11,055,583 - Alivecor, Inc. v. Apple Inc.Some claims unpatentablePTAB · Dec 23, 2024 · IPR2023-00950 · APJ Josiah C Cocks · IPR · Final written decision
Claims 1–14 were not shown unpatentable; claims 15–22 were shown unpatentable over Markel. The revised contingent motion to amend was dismissed as moot.
RulingsFinal written decision- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed petitioner constructionDecided for petitioner
“In carefully and faithfully wrangling the parties’ views and explanation as to the meaning of limitation [1.c.iii], we conclude that Petitioner’s “correct interpretation” of that limitation is that a first pad is recognized as a distinct structure or component from a first portion of an enclosure, and that the pad is positioned underneath that first portion in a manner such that the pad is concealed from a user. We adopt that interpretation. We determine that it is unnecessary to discuss an express construction for any other term to resolve this proceeding. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co. Matal, 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.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 19
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner’s proposed level of ordinary skill in the art is somewhat broader in both education and proposed work experience. Patent Owner’s proposed work experience is somewhat vague and potentially outside the scope of the claimed invention. For example, the requirement that the person of ordinary skill in the art have experience with the “capture and processing of data or information, including but not limited to physiological information,” would seemingly encompass data processing areas that do not relate to the scope of the claimed invention. We adopt Petitioner’s level of the level of ordinary skill in art because it is consistent with the level of ordinary skill reflected in the prior art references of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (recognizing that the prior art itself may reflect an appropriate level of skill in the art). Nevertheless, our analysis and the end result are the same under either proposed definition.” slip op. at 13
- Expert testimonyPatent owner expert creditedPetitioner expert discountedDecided for patent owner
“Patent Owner makes a more persuasive case as to what a person of ordinary skill in the art reasonably would have understood from Markel’s disclosure. In particular, we agree with Patent Owner that the record before us readily conveys that a skilled artisan would have followed Markel’s practice of forming or molding electrodes from conductive plastic rather than locating a separate electrode component underneath a conductive plaster layer. See, e.g., PO Resp. 30–31 (“[a] POSITA would find nothing in cited portions of Markel to inform or encourage placement of an electrode underneath an exterior layer.”). Indeed, as Patent Owner articulates, Petitioner “fails to provide any reasoning as to why a POSITA would have found Markel’s method of concealment to be deficient, or why a POSITA would have been motivated in light of Markel’s manner of concealment to nevertheless place an electrode underneath the exterior portion of the device.” Id. To that end, we credit Dr. Kenny’s supporting testimony as consistent with Markel’s express teachings. See, e.g., Ex. 2001 ¶¶ 77–83; Ex. 2004 ¶¶ 81–88. We credit that testimony over the countervailing testimony of Petitioner’s declarant, Dr. Berger (see, e.g., Ex. 1003 ¶¶ 122, 135–139), as we agree with Patent Owner that Dr. Berger’s testimony “is not supported by Markel’s actual disclosures.” PO Resp. 31.” slip op. at 33
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightNot shown unpatentableMotivation not foundNot shown unpatentable
“Petitioner does not appear to disagree that Markel, itself, does not convey that an electrode, or any structure identifiable as a “pad,” is positioned underneath any surface of any enclosure. Rather, Petitioner’s theory of unpatentability is premised on modification of Markel to so position such a pad. Although seemingly acknowledging that Markel contemplates a concealment technique involving molding an electrode into an exterior surface, Petitioner extrapolates from that disclosure that a skilled artisan would be motivated to try an alternative means of concealing an electrode pad by placing the pad underneath an outer layer or portion, i.e., “audio output portion 610.” See Pet. 20 (citing Ex. 1003 ¶ 135). Neither Petitioner, nor Dr. Kenny, however, meaningfully explains why a skilled artisan would have deviated from Markel’s express teachings of concealing an electrode via molding techniques to then arrive at an entirely different concealment approach of placing an electrode pad underneath the audio output portion. Petitioner’s modification proposal in that regard appears borne of hindsight bias based on the disclosure of the ’257 patent rather than any dutiful consideration of what Markel’s actual teachings would have conveyed to a skilled artisan. See Ex. 2004 ¶ 84 (Dr. Kenny explaining why Petitioner’s proposed modification to Markel to hide the electrode underneath a plastic conductive layer was based on improper hindsight). Such hindsight bias is impermissible. See, e.g., Metalcraft of Mayville, Inc. v. The Toro Co., 848 F.3d 1358, 1367 (Fed. Cir. 2017) (“[W]e cannot allow hindsight bias to be the thread that stitches together prior art patches into something that is the claimed invention.”). Patent Owner makes a more persuasive case as to what a person of ordinary skill in the art reasonably would have understood from Markel’s disclosure. In particular, we agree with Patent Owner that the record before us readily conveys that a skilled artisan would have followed Markel’s practice of forming or molding electrodes from conductive plastic rather than locating a separate electrode component underneath a conductive plaster layer. See, e.g., PO Resp. 30–31 (“[a] POSITA would find nothing in cited portions of Markel to inform or encourage placement of an electrode underneath an exterior layer.”). Indeed, as Patent Owner articulates, Petitioner “fails to provide any reasoning as to why a POSITA would have found Markel’s method of concealment to be deficient, or why a POSITA would have been motivated in light of Markel’s manner of concealment to nevertheless place an electrode underneath the exterior portion of the device.” Id. To that end, we credit Dr. Kenny’s supporting testimony as consistent with Markel’s express teachings. See, e.g., Ex. 2001 ¶¶ 77–83; Ex. 2004 ¶¶ 81–88. We credit that testimony over the countervailing testimony of Petitioner’s declarant, Dr. Berger (see, e.g., Ex. 1003 ¶¶ 122, 135–139), as we agree with Patent Owner that Dr. Berger’s testimony “is not supported by Markel’s actual disclosures.” PO Resp. 31.” slip op. at 32
Patent outcomesUS 10,076,257 mixedClaim construction§ 103 obviousnesscites Phillips · KSRPatents in suitUS 10,076,257 - Netflix, Inc. v. Gotv Streaming, LLCSome claims unpatentablePTAB · Nov 5, 2024 · IPR2023-00757 · APJ Steven M Amundson · IPR · Final written decision
Claims 1, 2, 4–10, and 12–16 are unpatentable as obvious over Hariki and Harris; claims 3, 11, and 17–20 were not shown unpatentable.
RulingsFinal written decision- Obviousness (§103) › Objective indicia / secondary considerationsObjective indicia no nexusDecided for patent owner
“Alleged Objective Indicia of Nonobviousness (i) General Principles Before reaching a conclusion about obviousness, we consider evidence concerning objective indicia of nonobviousness. See Apple, 839 F.3d at 1048. For such evidence to have substantial weight, the patentee “must establish a nexus between the evidence and the merits of the claimed invention.” ClassCo, 838 F.3d at 1220. “[T]here is no nexus unless the evidence presented is ‘reasonably commensurate with the scope of the claims.’” Id. (quoting Rambus Inc. v. Rea, 731 F.3d 1248, 1257 (Fed. Cir. 2013)). The patentee “bears the burden of showing that a nexus exists.” WMS Gaming, Inc. v. Int’l Game Tech., 184 F.3d 1339, 1359 (Fed. Cir. 1999). A rebuttable presumption of nexus arises “when the patentee shows that the asserted objective evidence is tied to a specific product and that product ‘embodies the claimed features, and is coextensive with them.’” Fox Factory, Inc. v. SRAM, LLC, 944 F.3d 1366, 1373 (Fed. Cir. 2019) (quoting Polaris Indus., Inc. v. Arctic Cat, Inc., 882 F.3d 1056, 1072 (Fed. Cir. 2018)). Whether a rebuttable presumption of nexus arises “turns on the nature of the claims and the specific facts.” Teva Pharms. Int’l GmbH v. Eli Lilly & Co., 8 F.4th 1349, 1362 (Fed. Cir. 2021). The presumption analysis should consider the unclaimed features in the product tied to the objective evidence to assess their significance and impact on the correspondence between the patented invention and the product. Quanergy Sys., Inc. v. Velodyne Lidar USA, Inc., 24 F.4th 1406, 1418 (Fed. Cir. 2022). When, “for example, the patented invention is only a small component of the product tied to the objective evidence,” and thus the product is not coextensive with the patented invention, “there is no presumption of nexus.” Henny Penny Corp. v. Frymaster LLC, 938 F.3d 1324, 1333 (Fed. Cir. 2019). Absent a presumption of nexus, the patentee may prove nexus by showing that the objective evidence resulted directly from “the unique characteristics of the claimed invention.” Fox Factory, 944 F.3d at 1373–74; see In re Huang, 100 F.3d 135, 140 (Fed. Cir. 1996). For example, “[a] prima facie case of nexus is generally made out when the patentee shows both that there is commercial success, and that the thing (product or method) that is commercially successful is the invention disclosed and claimed in the patent.” Demaco Corp. v. F. Von Langsdorff Licensing Ltd., 851 F.2d 1387, 1392 (Fed. Circ. 1988).” slip op. at 113
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMixed
“Conclusion About Obviousness/Nonobviousness For the reasons discussed above, the combined disclosures in Hariki” slip op. at 119
- ExcludeMotion to exclude, deniedNot reached
“In our analyses above, we do not rely on any of Exhibits 2023 to 2027. See, e.g., supra §§ III.C.2–III.C.4. Hence, we dismiss Petitioner’s motion to exclude evidence as moot. See, e.g., Volkswagen Grp. of Am., Inc. v. Spero, IPR2023-00335, Paper 40 at 24 (PTAB July 15, 2024) (dismissing motion to exclude evidence as moot).” slip op. at 135
Patent outcomesUS 8,989,715 mixed§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,989,715 - Cisco Systems, Inc. / Juniper Networks, Inc. v. Orckit CorporationSome claims unpatentablePTAB · Oct 22, 2024 · IPR2024-00034 · APJ Kristen L Droesch · IPR · Final written decision
Claims 1–13 and 17–20 are unpatentable over the stated obviousness grounds; claims 14–16 are not shown unpatentable because the cited art does not teach logic configured to determine concurrent failure probability.
RulingsFinal written decision- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner
“We decline to adopt Patent Owner’s implicit construction that would require “selecting an entity pair from” all of the entity pairs of “said plurality of transport entities.” Contrary to Patent Owner’s arguments addressing the claim language, the plain language of claim 1 does not require the selection to be from all of the entity pairs of the plurality of transport entities for which an overall cost has been determined. The plain language of claim 1 also does not preclude the selection to be from a subset of the entity pairs of the plurality of transport entities for which an overall cost has been determined. Rather, dependent claim 9, through its dependence on claims 1 and 4, explicitly allows for the selection to be from a subset of the entity pairs of the plurality of transport entities. Patent Owner’s arguments advocate for the importation of limitations from the ’821 Patent Specification into the claim––namely the disclosure that all entity pairs of transport entities examined in step 220 of Figure 2 are input to the entity pair selection step 230. See PO Sur-reply 4. It is well settled that it is improper to read an extraneous limitation into a claim from the specification. See e.g., Commark Comm’s Inc. v. Harris Corp., 156 F.2d 1182, 1186 (Fed. Cir. 1998); E.I. du Pont de Nemours & Co. v. Phillips Petroleum Co., 849 F.2d 1430, 1433 (Fed. Cir. 1988). An extraneous limitation is “a limitation read into a claim from the specification wholly apart from any need to interpret what the patentee meant by particular words or phrases in the claim.” E.I. du Pont de Nemours, 849 F.2d at 1433. Accordingly, we construe “selecting an entity pair from said plurality of transport entities based at least upon said overall cost” according to its plain meaning, the scope of which includes selecting an entity pair from all or a subset of the entity pairs of the plurality of transport entities for which an overall cost has been determined.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“As demonstrated in the analysis below, we need not construe “working entity” and “protection entity” in order to resolve the controversy before us. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). Other Claim Terms and Phrases As demonstrated in our analysis below, we need not construe any other claim terms or phrases to resolve the controversy before us. See, e.g., Realtime, 912 F.3d 1368, 1375.” slip op. at 13
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner does not dispute Petitioner’s level of ordinary skill for purposes of this Patent Owner Response.” PO Resp. 25. We adopt Petitioner’s definition of a person of ordinary skill in the art because it is supported by declaration testimony and is consistent with the level of skill reflected by the ’821 Patent Specification and the asserted prior art. slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“Based on the entire record and after having considered Petitioner’s citations to Doshi, Guichard, and Dr. Houh’s testimony (Ex. 1003) as well as Patent Owner’s citations to Doshi, Guichard and Mr. Gomez’s testimony, we are persuaded Petitioner sets forth sufficient articulated reasoning with rational underpinning to support the conclusion that it would have been obvious to one of ordinary skill in the art to combine the teachings of Doshi with Guichard’s teachings of reoptimization of a LSP path triggered by an network change. See Pet. 20–22, 40–45; KSR, 550 U.S. at 418. Petitioner asserts that “[t]he results of the combination would have been predictable and there would have been a reasonable expectation of success since Doshi and Guichard both address the same technology.” Pet. 22 (citing Ex. 1003 ¶¶ 63–65). According to Petitioner, “a POSITA would have had a reasonable expectation of success in reoptimizing Doshi’s LSP pair selection because Guichard provides significant implementation details, including when to trigger reoptimization evaluations and how to ‘avoid network instabilities.’” Pet. 22–23 (citing Ex. 1003 ¶¶ 63–65; Ex. 1006, 5). Petitioner asserts that a reasonable expectation of success is evidenced by other skilled artisans that reoptimized similar systems. See Pet. 23 (citing Ex. 1003 ¶¶ 63–65; Ex. 1009, 136; Ex. 1010, 1; Ex. 1023, 34; Ex. 1034 ¶¶ 27–33, claim 19; Ex. 1035 ¶ 24). In support, Petitioner contends that “the combination would be within a POSITA’s skillset since Doshi already sets forth the calculation and selection techniques that would be utilized during the reoptimization evaluation.” Id. (citing Ex. 1003 ¶¶ 63–65). According to Petitioner, “since Doshi is already ‘monitoring and updating . . . network topology’ . . . event-based reoptimization evaluation per Guichard, would be directly applicable.” Id. (citing Ex. 1003 ¶¶ 63–65; Ex. 1005 ¶¶ 270–281).” slip op. at 38
Patent outcomesUS 8,830,821 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,830,821 - Cisco Systems, Inc. / Juniper Networks, Inc. v. Orckit CorporationSome claims unpatentablePTAB · Oct 22, 2024 · IPR2023-00402 · APJ Kristen L Droesch · IPR · Final written decision
Claims 1–13 and 17–20 are unpatentable over the Doshi and Guichard grounds; claims 14–16 were not shown unpatentable over Doshi, Guichard, and Xu.
RulingsFinal written decision- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner
“require “selecting an entity pair from” all of the entity pairs of “said plurality of transport entities.” Contrary to Patent Owner’s arguments addressing the claim language, the plain language of claim 1 does not require the selection to be from all of the entity pairs of the plurality of transport entities for which an overall cost has been determined. The plain language of claim 1 also does not preclude the selection to be from a subset of the entity pairs of the plurality of transport entities for which an overall cost has been determined. Rather, dependent claim 9, through its dependence on claims 1 and 4, explicitly allows for the selection to be from a subset of the entity pairs of the plurality of transport entities. Patent Owner’s arguments advocate for the importation of limitations from the ’821 Patent Specification into the claim––namely the disclosure that all entity pairs of transport entities examined in step 220 of Figure 2 are input to the entity pair selection step 230. See PO Sur-reply 4. It is well settled that it is improper to read an extraneous limitation into a claim from the specification. See e.g., Commark Comm’s Inc. v. Harris Corp., 156 F.2d 1182, 1186 (Fed. Cir. 1998); E.I. du Pont de Nemours & Co. v. Phillips Petroleum Co., 849 F.2d 1430, 1433 (Fed. Cir. 1988). An extraneous limitation is “a limitation read into a claim from the specification wholly apart from any need to interpret what the patentee meant by particular words or phrases in the claim.” E.I. du Pont de Nemours, 849 F.2d at 1433. Accordingly, we construe “selecting an entity pair from said plurality of transport entities based at least upon said overall cost” according to its plain meaning, the scope of which includes selecting an entity pair from all or a subset of the entity pairs of the plurality of transport entities for which an overall cost has been determined.” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“As demonstrated in the analysis below, we need not construe “working entity” and “protection entity” in order to resolve the controversy before us. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). Other Claim Terms and Phrases As demonstrated in our analysis below, we need not construe any other claim terms or phrases to resolve the controversy before us. See, e.g., Realtime, 912 F.3d 1368, 1375.” slip op. at 13
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner does not dispute Petitioner’s level of ordinary skill for purposes of this Patent Owner Response.” PO Resp. 25. We adopt Petitioner’s definition of a person of ordinary skill in the art because it is supported by declaration testimony and is consistent with the level of skill reflected by the ’821 Patent Specification and the asserted prior art. slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“Based on the entire record and after having considered Petitioner’s citations to Doshi, Guichard, and Dr. Houh’s testimony (Ex. 1003) as well as Patent Owner’s citations to Doshi, Guichard and Mr. Gomez’s testimony, we are persuaded Petitioner sets forth sufficient articulated reasoning with rational underpinning to support the conclusion that it would have been obvious to one of ordinary skill in the art to combine the teachings of Doshi with Guichard’s teachings of reoptimization of a LSP path triggered by an network change. See Pet. 20–22, 40–45; KSR, 550 U.S. at 418. Petitioner asserts that “[t]he results of the combination would have been predictable and there would have been a reasonable expectation of success since Doshi and Guichard both address the same technology.” Pet. 22 (citing Ex. 1003 ¶¶ 63–65). According to Petitioner, “a POSITA would have had a reasonable expectation of success in reoptimizing Doshi’s LSP pair selection because Guichard provides significant implementation details, including when to trigger reoptimization evaluations and how to ‘avoid network instabilities.’” Pet. 22–23 (citing Ex. 1003 ¶¶ 63–65; Ex. 1006, 5). Petitioner asserts that a reasonable expectation of success is evidenced by other skilled artisans that reoptimized similar systems. See Pet. 23 (citing Ex. 1003 ¶¶ 63–65; Ex. 1009, 136; Ex. 1010, 1; Ex. 1023, 34; Ex. 1034 ¶¶ 27–33, claim 19; Ex. 1035 ¶ 24). In support, Petitioner contends that “the combination would be within a POSITA’s skillset since Doshi already sets forth the calculation and selection techniques that would be utilized during the reoptimization evaluation.” Id. (citing Ex. 1003 ¶¶ 63–65). According to Petitioner, “since Doshi is already ‘monitoring and updating . . . network topology’ . . . event-based reoptimization evaluation per Guichard, would be directly applicable.” Id. (citing Ex. 1003 ¶¶ 63–65; Ex. 1005 ¶¶ 270–281).” slip op. at 38
Patent outcomesUS 8,830,821 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,830,821 - Cisco Systems, Inc. v. Orckit CorporationSome claims unpatentablePTAB · Oct 8, 2024 · IPR2023-00714 · APJ Brent M Dougal · IPR · Final written decision
Claims 1–5, 7–16, 18–22, and 24–26 are unpatentable as obvious over Vink and Patrick, with or without AAPA; claims 6, 17, and 23 were not shown unpatentable.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“understanding of a person of ordinary skill in the art at the time of the invention. Id. at 13, 17. Petitioner asserts that a person of ordinary skill in the art (“POSA” or “POSITA”) would have had a bachelor’s degree in computer science, computer engineering, electrical engineering, or equivalent training, or approximately two years of experience working in the field of information technology and networking . . . . Lack of professional experience can be substituted by additional education, and vice versa. Pet. 12 (citing Ex. 1003 ¶¶ 59–60). “Patent Owner does not dispute Petitioner’s proposed level of ordinary skill.” PO Resp. 19. We are persuaded that Petitioner’s proposal is consistent with the problems and solutions addressed in the ’904 patent and prior art of record. We adopt Petitioner’s definition of the level of skill for the purposes of this Decision.” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner
“Patent Owner argues “that ‘subscriber lines’ should be construed as ‘communication lines to users of subscription-based network services.’” Id. Petitioner does not dispute this construction directly, but rather argues that no construction is necessary. Reply 6. We determine that no terms need to be construed. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 7
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“Here however, we have found that it was known to connect LANs to external networks. See Ex. 1014, 6:23–28, Fig. 1; Ex. 1015, 1:6–9; Ex. 1016, 1:22–25; Ex. 1017, 1:7–11. We further agree with Petitioner’s uncontested point that “[t]echniques to further allow the communication system to access external networks by connecting the master to an external network were well-known in the art, as evidenced by Patrick and/or AAPA.” Pet. 24 (citing Ex. 1003 ¶¶ 74–88). The Petition focusses on combining the “communication systems” of Vink, Patrick and/or AAPA, as opposed to relying on a particular type of LAN. Thus, in contrast to Forest Lab’ys, we determine that the general or “generic” benefit of providing “access to a wider array of information,” where it was already known to provide external network access (e.g., the internet) to LANs,5 does provide a motivation to combine Vink and Patrick, with or without AAPA. See Intel Corp. v. Pact XPP Schweiz AG, 61 F.4th 1373, 1380–81 (Fed. Cir. 2023) (“There is a motivation to combine when a known technique ‘has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way.’” (quoting KSR, 550 U.S. at 417)).” slip op. at 20
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › Teaching awayTeaching away not foundDecided for petitioner
“Patent Owner also argues that Vink “teaches against” hierarchical addressing because “doing so would eliminate the purported advantages associated with using a non-hierarchical system.” PO Resp. 36 (citing Ex. 2005 ¶ 69 (Patent Owner’s declarant making the same statement)). Patent Owner does not further discuss the reasoning behind this statement, identify the “purported advantages,” or even identify the relevant disclosure relied on in Vink. We decline to speculate as to Patent Owner’s position in this regard. We further note that “a given course of action often has simultaneous advantages and disadvantages, and this does not necessarily obviate motivation to combine.” Medichem, S.A. v. Rolabo S.L., 437 F.3d 1157, 1165 (Fed. Cir. 2006).” slip op. at 19
Patent outcomesUS 6,680,904 mixedClaim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 6,680,904 - Volkswagen Group Of America, Inc. / Porsche Cars North America, Inc. v. Yechezkal Evan SperoSome claims unpatentablePTAB · Jul 15, 2024 · IPR2023-01320 · APJ Aaron W Moore · IPR · Final written decision
Claims 26–28, 30–36, 65–68, and 70 are unpatentable as obvious; claims 29 and 69 were not shown unpatentable because the asserted grounds did not establish sensed fog or snow.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for patent owner
“At institution, we adopted Petitioner’s proposal, except that we omitted the qualifier “at least” and set the level of experience at two years. See Inst. Dec. 8. In its Response, Patent Owner stated that it “does not dispute the Board’s proposed level of ordinary skill.” PO Resp. 3. We accordingly maintain the level of ordinary skill in the art we adopted in the Institution Decision. B.” slip op. at 8
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“However, the reason we interpreted “light source” in the institution decision was that there was a question about whether the individual “microbeams” described in the Beam reference were “light sources.” See Inst. Dec. 11. Because, as explained below, we do not reach the Beam grounds, we need not construe “light source” in this final decision. We further find that that no other express claim construction is necessary. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (explaining that construction is needed only for terms that are in dispute, and only as necessary to resolve the controversy). C.” slip op. at 9
- BurdenMixed
“measurement by sensor 9 is not affected by “scattered reflected light” due to “dirty cover glass 19”). Moreover, even if fog or snow might make the cover glass “dirty” nothing in Karlsson senses that. Instead, the reference simply explains that the switching of the light is helpful if the glass happens to be dirty. Sensor 9 is used to detect light, such as from oncoming vehicles, not fog or snow (see Ex. 1010, 9:9–26), and none of the other passages of Karlsson cited in the Petition describe sensing fog or snow. Petitioner does not identify anything in Harbers that senses fog or snow, and we do not find a description of that ourselves. Harbers describes adjusting the light based on vehicle velocity, the position of the steering wheel, “weather conditions,” or road type (e.g., motorway or country road). See Ex. 1011, 3:27–4:32. It seems reasonable to assume that the velocity and position of the steering wheel are sensed, and the reference indicates that light distribution for road type can be adjusted “by the driver.” Id. at 4:22–25. The reference is silent, however, on how the adjustment based on “weather conditions” is made. Dr. Jiao cites a passage from Braun about how its “headlights . . . are programmed . . . to detect fog and . . . provide light appropriate for driving in fog” (see Ex. 1003 ¶ 590), but Braun is not included in this ground in the Petition (see Pet. 3), and neither Petitioner not Dr. Jiao attempts to provide a reason to combine Braun for these claims. We conclude that, in order to show that these claims would have been obvious, Petitioner would have needed to show that sensing would have been disclosed or inherent in the Harbers/Karlsson combination, obvious in view of Karlsson and Harbers, or that it would have been obvious to add Braun’s fog detection to the Karlsson/Harbers combination. As Petitioner did not argue an express or inherent disclosure of fog/snow sensing in Harbers/Karlsson, did not argue that it would have been obvious to use fog/snow sensing in the Karlsson/Harbers combination, and did not include Braun in the combination, we conclude that Petitioner has not shown that claims 29 and 69 are unpatentable” slip op. at 26
- Expert testimonyPetitioner expert creditedDecided for petitioner
“This argument is not persuasive because, we conclude, it overstates the problem. These claims require bluish light towards the center and yellowish light to the side. Were an oncoming vehicle in the yellow area, corresponding yellow lights would be dimmed. Were the oncoming vehicle then moved to straddle the yellow and blue areas, the corresponding yellow and blue lights would be dimmed. And if the vehicle were to move to the blue area, the corresponding blue lights would be dimmed. We agree with Dr. Jiao that one of ordinary skill in this art, which is fairly predictable, would be able to avoid or sufficiently minimize any color shifting problems. See Ex. 1051 ¶¶ 162–165. We also credit Dr. Jiao’s explanation that, in the combination, there would only be “subtle variations of illuminated color within the range, such as bluish white and yellowish white” and that “all light would be recognized as white light (as defined in standards and regulations)” that not would be problematic in practice. See id. ¶ 167.9” slip op. at 22
Patent outcomesUS 10,894,503 mixedClaim construction§ 103 obviousnessPatents in suitUS 10,894,503 - Unified Patents, LLC v. Dynapass IP Holdings LLCSome claims unpatentablePTAB · Jul 12, 2024 · IPR2023-00425 · APJ Lynne H Browne · IPR · Final written decision
Claim 5 is unpatentable as obvious over Veneklase and Jonsson; claims 1, 3, 4, and 6 were not shown unpatentable over Kew and Sormunen.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“In determining the level of skill in the art, we consider the type of problems encountered in the art, the prior art solutions to those problems, the rapidity with which innovations are made, the sophistication of the technology, and the educational level of active workers in the field. Custom Accessories, Inc. v. Jeffrey-Allan Indus. Inc., 807 F.2d 955, 962 (Fed. Cir. 1986); Orthopedic Equip. Co. v. U.S., 702 F.2d 1005, 1011 (Fed. Cir. 1983).” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“v. AWH Corp., 415 F.3d 1303 (Fed. Cir. 2005) (en banc), and its progeny. Only terms that are in controversy need to be construed, and then only to the extent necessary to resolve the controversy. Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co. Matal, 868 F.3d 1013, 1017 (Fed. Cir. 2017) (in the context of an inter partes review, applying Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)). Petitioner states that “all terms should be given their plain meaning.” Pet. 6. Yet, Petitioner proposes claim construction for “cell phone network” and “[n]ot known to the user.” Pet. 9–13.7 As these terms are not in controversy, we do not construe them.” slip op. at 13
- Strike new argumentNew argument disregardedDecided for patent owner
“We agree with Patent Owner that it is too late for Petitioner to file a copy of the infringement contentions and argue that Patent Owner’s position in this Proceeding is inconsistent with its position in that proceeding. Petitioner had ample opportunity to raise its arguments about the infringement contentions well before the oral hearing. PO Resp. to Supp. 2. Patent Owner complied with our mandatory notice provision. Further, we agree with Patent Owner that its position in the infringement contentions is not inconsistent with its position in this proceeding. Paper 3, 1. For these reasons, we decline to exercise our authority under 37 C.F.R. § 42.5(b) to consider the infringement contentions and the new arguments during an oral hearing.” slip op. at 10
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
“Ex. 1005, 7:16–28. We do not agree with Patent Owner that these statements unequivocally support its position that Veneklase’s two-step authentication process is a principle of operation of its system. Rather, the quoted statements indicate that Veneklase’s use of two distinct communication channels and a random number generator are key features of Veneklase’s system that provide multiple levels of security and enhance security of that system. As modified Veneklase’s system still uses two distinct communication channels and a random number generator. Thus, to the extent that Veneklase’s enhanced security measures (i.e. two distinct communication channels and a random number generator) are a principle of operation of Veneklase’s system, the proposed modification does not destroy this principle of operation or render Veneklase’s system inoperable. Moreover, incorporating Jonsson’s teachings related to using an algorithm to create a new password would not destroy the principle of operation of Veneklase’s security system because it only changes how Veneklase accomplishes its goal of preventing unauthorized access to a computer system, rather than defeating its goal of preventing such access. See In re Mouttet, 686 F. 3d 1322, 1332 (Fed. Cir. 2012). Further, we do not agree that Plas-Pak (a routine decision11) supports Patent Owner’s contention that the proposed combination impermissibly changes Veneklase’s principle of operation as Patent Owner has not identified differences between the two authentication processes that would be “unlikely to motivate a person of ordinary skill to pursue” the proposed combination. Plas-Plak, 600 F. App'x at 757-59.” slip op. at 25
Patent outcomesUS 6,993,658 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 6,993,658
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.