- Google LLC v. Brodti Inc.All claims unpatentablePTAB · Jun 30, 2026 · IPR2025-00472 · APJ Stephen E Belisle · IPR · Final written decision
Claims 1–20 are unpatentable as obvious under § 103 over Nicholas, Laidlaw, Mayadas, and Error, with Yasnovsky added for claims 7, 8, 16, 17, and 20.
RulingsFinal written decision- Skill levelSkill level patent owner adoptedDecided for patent owner
“Petitioner’s and Patent Owner’s definitions for the level of ordinary skill in the art are substantially similar. In light of the record before us, we adopt Patent Owner’s proposal regarding the level of ordinary skill in the art. Based on our review of the ’898 patent and the prior art of record, we determine that the definition offered by Patent Owner comports with the qualifications a person would have needed to understand and implement the teachings of the ’898 patent and the prior art, particularly experience pertaining to Internet/web interfaces and web-based media. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (explaining that specific findings regarding ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown”) (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985)). Neither party argues, nor do we determine, that the outcome of our Decision depends on which party’s definition is selected.” slip op. at 11
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“includ[e] a server and one or more webpages that may be provided by the server for display in a web browser.” Pet. Reply 5 (citing Ex. 1026 ¶¶ 13–15). Petitioner argues, and we agree, that the Specification strongly supports this construction (requiring a server and webpage(s)) by describing a “website” as synonymous with a server computer system: “The WWW [(World Wide Web)] service allows a server computer system (i.e., Web server or Web site) to send graphical Web pages or screens of information such as the advertising materials to a remote client computer system 10.” Ex. 1001, 3:66–4:2 (emphases added); see id. at Fig. 1 (depicting a service engine and webpages as a web server, i.e., website), 3:15–18 (describing Figure 1 as showing “a server of the website” (emphasis added)); Pet. Reply 5; see Ex. 1026 ¶ 13. Petitioner also submits a supporting (and persuasive) contemporaneous technical dictionary definition of “website,” which highlights the distinction between a lay person’s understanding of the term versus that of the relevant artisan. Pet. Reply 5–6. This definition explains that the “common but technically inaccurate” usage of “website” is to mean “Web page,” but the technically correct usage of “website” is to mean “one or more computers that are associated with a fully qualified domain name and make content available on the Web.” Id. (citing Ex. 1028, 402). Petitioner’s expert, Dr. Crovella, likewise testifies that “[a] website cannot exist without the server or computer that provides its webpages.” Ex. 1026 ¶ 15; see Ex. 1027, 36:8–20 (Patent Owner’s expert, Dr. Myler, agreeing that “it has to be some machine somewhere that’s providing the webpages for the website.”). The limitations of claim 1 also support Petitioner’s position that “website” includes a server and webpage(s). Reply 5. For example, claim 1 recites advertising material for “populat[ing] on one or more websites,” and selected “advertising buy options comprise at least one website of the respective websites.” Ex. 1001, 10:29–51 (emphases added). We find these limitations make the most technical sense where “website” implicates an Internet domain or domain name, such as brodti.com, which itself is a computer system (server) and associated webpage(s) reached via that domain name. This interpretation aligns with testimony of Patent Owner’s expert, Dr. Myler, in which he states that a “website” describes “a group of webpages at a particular domain (e.g., www.espn.com, www.espn.com/nba, www.espn.com/nfl, www.espn.com/nhl).” Ex. 2009 ¶ 68 (emphasis in italics added). In other words, brodti.com and espn.com are two different websites, with each website having one or more webpages (e.g., www.espn.com/nba, www.espn.com/nfl), and such websites include a server giving life to such webpage(s). slip op. at 15
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner
“Patent Owner proffers that placing advertising material “within” web property content means “inserting” an advertisement into particular content. PO Resp. 12. Petitioner responds that “placing . . . within” means what it says, and notes that “[t]he words ‘insert’ or ‘inserting’ appear nowhere in the [Specification].” Pet. Reply 7–8; see id. at 8 (Petitioner arguing that Patent Owner’s expert “admitted that the claim does not specify details regarding how advertising material needs to be placed within web property content.” (citing Ex. 1027, 29:18–24)). Patent Owner replies that the relevant artisan allegedly “would have understood ‘placing . . . within’ to mean ‘inserting into,’” but then submits that whether “placing . . . within” versus “inserting into” is used does not matter because Petitioner allegedly has not demonstrated the obviousness of either. PO Sur-reply 17. As Petitioner observes, “[i]t is unclear if Patent Owner intended any difference in meaning between these two terms.” Pet. Reply 8. Accordingly, based on the complete record before us, we determine that no further construction of this limitation is needed, and “placing A within B” means what it says—“placing A within B.”” slip op. at 20
- Expert testimonyPetitioner expert creditedOther
“determining” of impression validity feature of limitation 1[h] by disclosing “a ‘single-pixel’ image technique for determining that an impression is valid,” e.g., by using “cookies.” Pet. 42–45. Petitioner’s expert, Dr. Crovella, testifies that this “single-pixel” impression tracking technique would have been a “well-known” technique to the relevant artisan, and as described by Error, operates as follows: [A] URL link for a single pixel (or transparent) image file is embedded onto a webpage that is delivered to a web browser. The image is not meant to be viewed and will likely not be visible to the user. After the user’s browser receives the webpage, it uses the embedded URL link to request the single-pixel image from a server. The receipt of that request by the server provides an indication that the user’s web browser actually received and presented the web page to the user. Ex. 1002 ¶ 133 (citing Ex. 1007, 1:36–54, 2:6–21); see id. at ¶¶ 132–139. slip op. at 43
Patent outcomesUS 11,416,898 unpatentableClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,416,898 - X Corp. v. Sterling Computers CorporationAll claims unpatentablePTAB · Jun 9, 2026 · IPR2025-00299 · APJ Bach V Hoang · IPR · Final written decision
Claims 1–22 are unpatentable as obvious over the stated Dumais-based and Kircher/Krug grounds; Patent Owner’s and Petitioner’s motions to exclude are dismissed as moot.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Our Institution Decision adopted Petitioner’s definition of a person of ordinary skill in the art. Inst. Dec. 8–9. In its response, Patent Owner adopts Petitioner’s proposed level of ordinary skill. See PO Resp. 14–15 (“Patent Owner and its expert adopt the Board’s definition for purposes of this Response”). Having considered the record, we continue to adopt Petitioner’s proposed level of skill, as articulated above. We are satisfied that Petitioner’s proposal comports with the level of skill necessary to understand and implement the teachings of the ’217 Patent. Accord Inst. Dec. 8–9.” slip op. at 9
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)No construction neededNot reached
“1. “computer program modules” The parties dispute whether four “computer program modules comprising” (1) “a monitoring module,” (2) “a first relevance measurement module,” (3) “a second relevance measurement module,” and (4) “a relevance analysis module” (collectively, “module limitations”) invoke 35 U.S.C. § 112 ¶ 6 and should be treated as means-plus-function limitations. See Pet. 8–18; PO Resp. 15–18; Pet. Reply 3–5; PO Sur-reply 4–7. However, the parties do not argue that the construction of these terms affects the analysis of Petitioner’s challenges. See PO Resp.; Pet. Reply; PO Sur-reply. Moreover, our analysis does not rely on any particular construction of these terms and, so, we need not resolve this dispute.” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“2. “one or more measures derived from the group consistent of” Petitioner asserts limitations 1[g] and 1[g][i]–1[g][iv] recite an open Markush group listing alternatively useable members. Pet. 20–21 (citing Gillette Co. v. Energizer Holdings, Inc., 405 F.3d 1367, 1372 (Fed. Cir. 2005); Abbot Lab’ys v. Baxter Pharm. Prod., Inc., 334 F.3d 1274, 1281 (Fed. Cir. 2003) (explaining that the listing of specified alternatives within a claim is referred to as a Markush group or Markush grouping)); See Ex. 1001, 47:47–58. Patent Owner does not dispute Petitioner’s construction. See PO Resp; PO Sur-reply. As these terms are not in controversy, we need not opine on this construction.” slip op. at 10
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITANo construction neededNot reached
“Petitioner’s and Patent Owner’s respective constructions overlap in their requirement that “cognate” users share similar past user actions and assessments or are defined by similar direct input by the user. See Pet. 18; PO Resp. 20–21; PO Sur-reply 10. Petitioner argues that Patent Owner’s construction “exclude[s] ‘groups’ from the claims” and further limits the scope of to users who share actions (Pet. Reply 8–9), but Patent Owner states that its proposed construction does not so limit the claims (PO Sur-reply 10). As such, there is no disagreement that “cognate” users share similar past user actions and assessments or are defined by similar direct input by the user. As there is no controversy, we need not, and do not, construe the meaning of “cognate.” However, Patent Owner’s requirement that “at least one other of the plurality of users” is specifically cognate to “the user” who was sent the content is plainly recited in the claim language itself. The claim recites a “relevance score of a piece of electronic content sent from a sender to a user” in the preamble and similarly again in limitation 1[g]. See Ex. 1001, 47:25–28 (emphasis added), 45:62–64. The limitation in question directly references the claimed “user” when reciting the cognate relationship: “identify at least one other of the plurality of users . . . that is cognate to the user.” Ex. 1001, 47:43–45 (emphasis added). As such, the claim language plainly supports Patent Owner’s requirement and Petitioner does not contest that requirement. See Pet. Reply 8. least one other of the plurality of users . . . that is cognate to the user” as requiring that the identified other user is cognate specifically to the user whose relevance score is being determined.” slip op. at 12
Patent outcomesUS 7,716,217 unpatentableClaim construction§ 103 obviousnesscites KSRPatents in suitUS 7,716,217 - Motorola Mobility LLC / Google LLC v. Multifold International Incorporated Pte. Ltd.All claims unpatentablePTAB · May 15, 2026 · IPR2025-00038 · APJ Kristen L Droesch · IPR · Final written decision
Claims 1–7, 10–13, 16, 17, 19, and 20 are unpatentable as obvious over Chin; the Board did not find them anticipated by Chin or Whitehorn.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner asserts that [a] person of ordinary skill in the art . . . (‘POSITA’) would have had at least a bachelor’s degree in electrical engineering, computer engineering, computer science, or a related field plus at least two years of work or post-graduate experience in image capture, image processing, image display, user interfaces, or a related field. Additional education could offset a lesser amount of experience and vice versa. Pet. 16. Patent Owner accepts Petitioner’s definition. See PO Resp. 25. We adopt Petitioner’s undisputed definition of a person of ordinary skill in the art because it is consistent with the level of skill reflected by the ’842 Patent Specification and the asserted prior art.” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“We agree with Petitioner that claim construction is unnecessary. As demonstrated in the analysis provided below addressing this claim limitation in view of the prior art, we need not explicitly construe “wherein in each image capture mode a display on the first or second screen is different.” 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))). Similarly, we need not construe any other claim terms or phrases to resolve the controversy between the parties.” slip op. at 9
- Strike new argumentNew argument disregardedDecided for patent owner
“We agree with Patent Owner that Petitioner’s arguments relying on Kennametal are belated. A “[p]etitioner 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.” Patent Trial and Appeal Board Consolidated Trial Practice Guide (Nov. 2019)6 at II.I. Thus, we need not consider Petitioner’s belated argument raised for the first time in the Reply. In any event, we agree that Kenneametal is inapplicable for the purpose of supplying a claim limitation missing from Chin’s disclosure. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 851 F.3d 1270, 1274 (Fed. Cir. 2017) (“Kennametal does not stand for the proposition that a reference missing a limitation can anticipate a claim if a skilled artisan viewing the reference would ‘at once envisage’ the missing limitation.”). Chin’s disclosure is silent regarding what is or is not displayed on first display 51 when images are displayed on second display 52 in self-photographing mode, and similarly silent regarding what is or is not 6 Available at www.uspto.gov/patents/ptab/trial-practice-guide. displayed on second display 52 when images are displayed on first display 51 in outward-facing mode. See generally Ex. 1004.” slip op. at 18
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element) › Inherent disclosureInherency not foundNot shown unpatentableNot shown unpatentable
“We agree with Patent Owner that the theory of inherency was not raised in the Petition and is therefore waived. Compare Pet. 29–33, with Pet. Reply 11–15. In any event, we also agree that Petitioner’s speculation regarding the disclosure of Chin is insufficient to support a theory of inherency. See Pet. Reply 11–15. As explained above, Chin’s disclosure is silent regarding what is or is not displayed on first display 51 when images are displayed on second display 52 in self-photographing mode, and similarly silent regarding what is or is not displayed on second display 52 when images are displayed on first display 51 in outward-facing mode. See Ex. 1004. Speculation regarding the possibilities and probabilities of what is displayed on first display 51 in self-photographing mode, and what is displayed on second display 52 in outward-facing mode are insufficient to establish inherency. See In re Robertson, 169 F.3d at 745. For the forgoing reasons and based on the entire record developed during trial, the preponderance of the evidence does not support Petitioner’s showing that Chin discloses “wherein in each image capture mode a display on the first or second screen is different.” Accordingly, based on the entire record developed during trial the preponderance of the evidence does not support Petitioner’s showing that Chin anticipates claim 1.” slip op. at 20
Patent outcomesUS 8,836,842 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 8,836,842 - Motorola Mobility LLC / Google LLC v. Multifold International Incorporated Pte. Ltd.All claims unpatentablePTAB · Apr 28, 2026 · IPR2025-00040 · APJ Brian P Murphy · IPR · Final written decision
Claims 1–9 are unpatentable: claims 1–4 and 6–9 as anticipated or obvious over the asserted references, and claim 5 as obvious over Yook or Yook in view of Purcell.
RulingsFinal written decision- BurdenDecided for petitioner
“We disagree with Patent Owner’s argument because the Petition presents argument and evidence that substantively demonstrates, with clarity and particularity, how and why each reference discloses, teaches, suggests, or otherwise renders obvious the displaying element recited in limitation 1[B]. We agree with Petitioner that “Patent Owner neglects to address the actual substance of the Petition, which clearly addresses this limitation with respect to each reference.” Reply 1–2. The Petition addresses in detail how each asserted reference discloses displaying two applications on two separate displays in accordance with the displaying element, by presenting multiple annotated figures from Yook, Lee, Aguilar, and Purcell. Pet. 27–30, 47–50, 62–63, 77–78. The Petition also cites and quotes the accompanying descriptions for the annotated figures from each prior art reference as well as explanatory expert opinion testimony from Dr. Rodriguez. Id. (citing Rodriguez Decl. Ex. 1003 ¶¶ 70–74, 119–122, 149–150, 182–183; Yook Ex. 1004 ¶¶ 47, 51, 58, 96–101, Figs. 4b, 4d, 5; Lee Ex. 1005 ¶¶ 48–53, Figs. 4, 6, 9, 10; Aguilar Ex. 1006, 7:1–7, Figs. 5–5d; Purcell Ex. 1007 ¶ 16, Fig. 2). We provide detailed examples below of how the Petition maps Yook and Lee onto the displaying element of limitation 1[B] in compliance with the particularity requirement of 35 U.S.C. § 312(a)(3); 37 C.F.R. § 42.104(b)(4). Although we do not provide detailed examples directed to Aguilar and Purcell, we find the Petition maps Aguilar and Purcell onto the displaying element of limitation 1[B] in compliance with the particularity requirement of 35 U.S.C. § 312(a)(3) and 37 C.F.R. § 42.104(b)(4).” slip op. at 14
- Strike new argumentNew argument disregardedDecided for petitioner
“Instead, Patent Owner chose to raise an entirely new theory of patentability. Sur-Reply 3–13; Tr. 28:8–20. Patent Owner’s new theory is based on a claim construction that construes claim 1 of the ’756 patent as “recit[ing] a specific order of steps that must be performed in the order written.” Id. at 3–4. “Because of this order, the [displaying element] must occur after both (two) ‘selecting’ steps,” and Patent Owner contends none of the prior art references asserted in the Petition “meets the order required by claim 1.” Id. at 4. We will not consider Patent Owner’s new theory of patentability raised for the first time in its Sur-Reply. See Apple Inc. v. e-Watch, Inc., IPR2015-00412, Paper 50, 44 (PTAB May 6, 2016) (“‘Respond,’ in the context of 37 C.F.R. § 42.23(b), does not mean embark in a new direction with a new approach”); see also Optivus Tech., Inc. v. Ion Beam Appl’ns S.A., 469 F.3d 978, 989 (Fed. Cir. 2006) (argument raised for the first time in the reply brief, which could have been raised in the opening brief, is waived). Patent Owner should have raised its “specific order of steps” argument in the Response. By failing to do so, Patent Owner has waived the argument. Id.” slip op. at 22
- Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner
“Third, we are further persuaded by Dr. Surati’s testimony that the wave shape visual indicator depicted in Figures 10A–C of the ’756 patent indicates that a user can do something, but not necessarily what that something is (e.g., minimizing or maximizing). Id. at 17 (citing Ex. 1012, 200:1–6). It is telling that Dr. Surati testified that only through repeated use and exposure would a user recognize a relationship between a wave shape and the functions of maximizing or minimizing an application. Id. (citing Ex. 1012, 197:13–199:22). We are also persuaded by Dr. Rodriguez’s testimony regarding the teachings of Yook: Yook therefore teaches giving users the ability to transition a split-screen application back into full screen mode. Further, a POSITA would have understood that this ability would undoubtedly be implemented in the form of a visual indicator, which, from the 2000s to today, is the industry’s universal method of alerting a user to an accessible function. . . . Ex. 1003 ¶ 107 (emphasis added); For claim 5, Yook discloses many different types of “icons” that are used to receive user gesture inputs. See, e.g., Figs. 1, 4e, 5a, 5c, 5d, 6, 7a, 7b, 7c, 8, 9, 10, 11, 12, 13. Examples of these icons are displayed below: Id. ¶ 108; and A POSITA would have understood that Yook’s icons can have a wave shape because the shape taken by a visual indicator, or icon, is merely a matter of common and routine design choice. Indeed, the shape of an icon does not affect its function or how a gesture input is received. Id. ¶ 109 (emphasis added). In short, we are persuaded Petitioner has established by a preponderance of the evidence that a displayed visual indicator that “has a wave shape” is a design choice not affecting the function of the visual indicator, and a visual indicator that “has a wave shape” would have been an obvious design choice to a POSITA in view of Yook.” slip op. at 30
- Skill levelSkill level board ownDecided for petitioner
“In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC, Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citing Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986)). “These factors are not exhaustive but are merely a guide to determining the level of ordinary skill in the art.” Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). There is uncontested evidence in the record before us that reflects the knowledge and experience of a POSITA. We adopt the parties’ agreed level of ordinary skill in the art, which is consistent with the description in the ’756 patent and the prior art of record.” slip op. at 9
Patent outcomesUS 9,134,756 unpatentableClaim construction§ 103 obviousnesscites PhillipsPatents in suitUS 9,134,756 - Google LLC / Motorola Mobility LLC v. Multifold International Incorporated Pte. Ltd.All claims unpatentablePTAB · Apr 7, 2026 · IPR2025-00059 · APJ Hyun J Jung · IPR · Final written decision
Claims 1–3, 5–9, 15, 16, 19, and 20 are unpatentable as obvious over the asserted combinations of Yook, Bauer, and Lee.
RulingsFinal written decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“Petitioner filed a Petition (Paper 1, “Pet.”) requesting institution of an inter partes review of claims 1–3, 5–9, 15, 16, 19, and 20 of the ’135 patent. Multifold International Incorporated Pte. Ltd. (“Patent Owner”) filed a Preliminary Response. Paper 7 (“Prelim. Resp.”). Pursuant to 35 U.S.C. § 314, we instituted an inter partes review of claims 1–3, 5–9, 15, 16, 19, and 20 of the ’135 patent on all presented challenges. Paper 8 (“Inst. Dec.”), 2, 23.” slip op. at 2
- Skill levelDecided for petitioner
“B. Level of Ordinary Skill in the Art” slip op. at 8
- Obviousness (§103) › Motivation to combine / reasonable expectation of successUnpatentable
“D. Asserted Obviousness Based on Yook 1. Yook (Ex. 1005) Yook relates particularly “to a method and mobile terminal that can divide the screen into individual divided screen areas and simultaneously present user functions on the individual divided screen areas.” Ex. 1005 ¶ 3. Reproduced below are Figures 1 and 2 of Yook. Figure 1 “illustrates an external appearance of a mobile terminal,” and Figure 2 “is an illustration of an exemplary block diagram of the mobile terminal” shown in Figure 1. Ex. 1005 ¶¶ 11, 12. Mobile terminal 100 includes touch screen 140, control unit 160, and storage unit 150, as well as radio frequency unit 110, input unit 120, and audio processing unit 130. Id. ¶ 25. Touch screen 140 includes display unit 141 and touch panel 143 that can be arranged in front of display unit 141. Id. ¶ 30. Mobile unit 100 can activate a screen management program stored in storage unit 150 “in response to a user request,” and control unit 160 can cause display unit 141 to divide the screen into several divided screen areas and output functional view areas related to user functions to the individual divided screen areas. Ex. 1005 ¶¶ 26, 31, 37. Also, “[t]he screen area management program can be loaded on the control unit 160 in response to program may include:” slip op. at 10
Patent outcomesUS 9,141,135 unpatentable§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,141,135 - Qualcomm Incorporated v. Cobblestone Wireless, LLCSome claims unpatentablePTAB · Mar 5, 2026 · IPR2024-01336 · APJ Russell E Cass · IPR · Final written decision
Claims 1–4, 6–9, 24, and 25 are unpatentable; claims 10, 13, 14, 17, and 21–23 were not shown unpatentable, principally due to missing limitations or insufficient motivation to combine.
RulingsFinal written decision- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“information” should be given its plain and ordinary meaning as “data,” and that Patent Owner’s narrower construction of “first information” and “second information” lacks sufficient support in the intrinsic record. We agree with Petitioner that the ’802 patent Specification defines “information” as data when it uses the phrase “information (i.e., data).” See Ex. 1001, 5:60–62 (“Information (i.e., data) to be transmitted may be received in a baseband digital system 250, such as a wireless digital baseband processor.” (emphasis added)), 11:30–32 (“In this example, the signals 911 and 912 carry the same information (data).” (emphasis added)). As the Federal Circuit has explained, a “specification’s use of ‘i.e.’ signals an intent to define the word to which it refers.” Edwards Lifesciences LLC v. Cook Inc., 582 F.3d 1322, 1334 (Fed. Cir. 2009). slip op. at 13
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“argument based on Fernandez alone, we find that Petitioner has not provided a sufficient evidentiary basis to support a motivation to remove the amplification from each of Fernandez’s signal generators 10A-10E and add a single power amplifier instead. See Pet. 76–77 Ex. 1003 ¶ 235. Petitioner’s only rationale for this modification to Fernandez is that “[a] single amplifier has several advantages compared to multiple amplifiers, including lower complexity, a single (vs. multiple) potential point of failure, and lower cost,” and that one of ordinary skill “would have found a single amplifier to be a simple matter of design preference.” Pet. 76–77. Dr. Almeroth simply repeats these cursory allegations without providing any further explanation or evidentiary support. Ex. 1003 ¶ 235. Moreover, Dr. Cooklev provides credible testimony that replacing Fernandez’s amplification in signal generators 10A–10E with a single amplifier would not necessarily have the advantages that Petitioner suggests. See Ex. 2013 ¶¶ 99, 104–105. For example, Dr. Cooklev testifies that a single amplifier would need to have a wider bandwidth than the multiple amplifiers used in Fernandez, which could cause potential stability issues. Id. ¶ 105. According to Dr. Cooklev, this wider bandwidth would require more circuit elements, and thus would not provide the reduction in space usage and power consumption that Petitioner asserts. Id. According to Dr. Cooklev, Montojo also points to several “substantial, and potentially impractical, drawbacks” of using a single amplifier for multiple signal generators, including power constraints imposed by spectral emission requirements and on-board battery capacity. Id. ¶ 104 (citing Ex. 1006 ¶¶ 7– 8). In light of this testimony, which we find credible, Petitioner has failed to provide sufficient explanation or evidence to support its assertion that one of ordinary skill would have found it obvious to replace the multiple amplifiers in Fernandez’s signal generators with a single amplifier.” slip op. at 65
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“argument based on Fernandez alone, we find that Petitioner has not provided a sufficient evidentiary basis to support a motivation to remove the amplification from each of Fernandez’s signal generators 10A-10E and add a single power amplifier instead. See Pet. 76–77 Ex. 1003 ¶ 235. Petitioner’s only rationale for this modification to Fernandez is that “[a] single amplifier has several advantages compared to multiple amplifiers, including lower complexity, a single (vs. multiple) potential point of failure, and lower cost,” and that one of ordinary skill “would have found a single amplifier to be a simple matter of design preference.” Pet. 76–77. Dr. Almeroth simply repeats these cursory allegations without providing any further explanation or evidentiary support. Ex. 1003 ¶ 235. Moreover, Dr. Cooklev provides credible testimony that replacing Fernandez’s amplification in signal generators 10A–10E with a single amplifier would not necessarily have the advantages that Petitioner suggests. See Ex. 2013 ¶¶ 99, 104–105. For example, Dr. Cooklev testifies that a single amplifier would need to have a wider bandwidth than the multiple amplifiers used in Fernandez, which could cause potential stability issues. Id. ¶ 105. According to Dr. Cooklev, this wider bandwidth would require more circuit elements, and thus would not provide the reduction in space usage and power consumption that Petitioner asserts. Id. According to Dr. Cooklev, Montojo also points to several “substantial, and potentially impractical, drawbacks” of using a single amplifier for multiple signal generators, including power constraints imposed by spectral emission requirements and on-board battery capacity. Id. ¶ 104 (citing Ex. 1006 ¶¶ 7– 8). In light of this testimony, which we find credible, Petitioner has failed to provide sufficient explanation or evidence to support its assertion that one of ordinary skill would have found it obvious to replace the multiple amplifiers in Fernandez’s signal generators with a single amplifier.” slip op. at 65
- Expert testimonyPatent owner expert creditedPetitioner expert discountedOther
“We find credible and agree with Dr. Cooklev’s testimony that the predistortion signals from tables 17-1 and 17-2 “are cancelled out by Suzuki’s amplifier” 28. Ex. 2013 ¶ 50. Dr. Cooklev supports his opinion by referring to paragraph 1 of Suzuki, which states that Suzuki’s invention is directed to “a multi-band lookup table type predistorter” (such as the one implemented using lookup tables 17-1 and 17-2 in Figure 6) that “compensates for a distortion of a power amplifier.” Ex. 2013 ¶ 54; Ex. 1004 ¶ 1. Dr. Cooklev’s opinion is also supported by paragraph 3 of Suzuki, which explains that a conventional digital predistorter uses a lookup table “for linearizing non-linear characteristics of an amplifier.” Ex. 1004 ¶ 3; Ex. 2013 ¶ 54. Dr. Cooklev further supports his opinion by relying on Suzuki’s disclosure in paragraph 46 that power amplifier 28 is “subject to distortion compensation” by the predistorter, and that distortion components in the signal output by the amplifier are canceled by “distortion compensation data [that] are read out from the lookup tables 17-1 and 17-2 and provided to the adders 13-1 and 13-2, respectively.” Ex. 1004 ¶ 46; Ex. 2013 ¶ 54. And, Dr. Cooklev’s opinion is supported by Suzuki’s disclosure in paragraph 47 that the distortion compensation added by adders 13-1 and 13-2 add the distortion compensation data from lookup tables 17-1 and 17-2 “to perform distortion compensation (addition of predistortion)” to “signals to be transmitted.” Ex. 1004 ¶ 47; Ex. 2013 ¶ 54. Petitioner agrees that the distortion compensation data from lookup tables 17-1 and 17-2 “are added to the respective frequency band from” input signal ST “in order to predistort the output signal, which is then transmitted,” and does not dispute that the distortion compensation data from lookup tables 17-1 and 17-2 is ultimately cancelled out by the distortion created by amplifier 28. Pet. Reply 8. In light of the above evidence, we agree with Patent Owner that Suzuki’s distortion components from lookup tables 17-1 and 17-2 in Figure 6 (which Petitioner relies on for the first and second digital signals in limitations 10a and 10b) are cancelled out by the distortion created by power amplifier 28 before the signal is ultimately transmitted. We agree with Petitioner that these first and second digital signals include data in the form of distortion compensation data. However, because these signals are cancelled by the distortion from amplifier 28 before transmission, the data from these signals is never transmitted. Thus, the first and second digital signals identified by Petitioner (the distortion compensation data from lookup tables 17-1 and 17-2) do not comprise data “to be transmitted,” as limitations 10a and 10b require.” slip op. at 35
Patent outcomesUS 7,924,802 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 7,924,802 - Orca Security Ltd. v. Wiz, Inc.InstitutedPTAB · Dec 15, 2025 · IPR2025-01084 · APJ Nabeel U Khan · IPR · Institution
Instituted IPR on claims 1–29 over Ross, Agarwal, and Biran because Petitioner showed a reasonable likelihood of prevailing on at least one challenged claim.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“An inter partes review may not be instituted “unless . . . the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). Having considered the arguments and evidence presented by Petitioner and Patent Owner, we determine that Petitioner has demonstrated a reasonable likelihood of prevailing on at least one of the challenged claims of the ’896 patent. We institute inter partes review as to all the challenged claims of the ’896 patent on all the grounds of unpatentability set forth in the Petition.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner argues that a person of ordinary skill in the art (POSITA) “would have had a bachelor’s degree in an academic area emphasizing computer science (i.e., computer science, computer information systems, computer engineering, etc.) or cybersecurity and (2) at least two years of work experience with cybersecurity and cloud computing.” Pet. 5 (citing Ex. 1003 ¶ 53–54). Petitioner further argues that “[a]dditional education or experience might substitute for the above requirements.” Id. Patent Owner does not contest Petitioner’s proposed definition of a POSITA at this stage of the proceeding. See generally, Prelim. Resp. ordinary skill because it is consistent with the level of skill in the art at the time of the invention as reflected by the ’896 patent and the cited prior art.” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Preamble limiting or notPreamble not limitingDecided for petitioner
“1[Pre] A method for generation of unified graph models for network entities, comprising: Petitioner contends that the preamble is not limiting, but to the extent by teaching the remaining limitations of the claim which are the steps in generating unified graph models for network entities, as the preamble recites. Pet. 9–10. Patent Owner does not dispute Petitioner’s contentions. At this stage of the proceeding, we agree with Petitioner that the preamble is not limiting because it merely states the purpose or intended use of an invention and because none of the subsequent limitations rely upon the preamble for completeness or antecedent basis. See Catalina Marketing Int’l., Inc. v. Coolsavings.com, Inc., 289 F.3d 801, 808 (Fed. Cir. 2002); Bicon, Inc. v. Straumann Co., 441 F.3d 945, 952 (Fed. Cir. 2006); In re Hirao, 535 F.2d 67 (CCPA 1976).” slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“sufficiently established a motivation to combine Ross, Agarwal, and Biran in the manner proposed. For example, Petitioner contends for limitation 1[b] that a POSITA would have been motivated to implement Ross’s system to genericize network entities as taught by Agarwal and that Agarwal provides an express motivation to do so, explaining that “[t]he grouping of nodes can be helpful when attempting to understand system properties in a cloud environment, like availability, security and performance, where the system includes a large number of nodes.” Pet. 21 (citing Ex. 1005, 4:13–26, 13:21–27; Ex. 1003 ¶¶ 103–108). Similarly, for limitation 1[d] Petitioner argues that “Biran provides express motivation to implement Ross to gather information on host-less components . . . to generate an accurate, service-aware view of the system infrastructure.” Id. at 32 (citing Ex. 1006, 1:59– 61; Ex. 1003 ¶¶ 134–136). These disclosures demonstrate that Petitioner’s motivation to combine stems from the prior art references themselves rather than from hindsight. Moreover, Petitioner’s contentions are supported by credible testimony from Dr. Easttom. See Ex. 1003 ¶¶ 103–108, 122–123, Addressing a motivation to combine on a limitation-by-limitation basis, as Petitioner has done in its Petition, is not necessarily improper, and may in fact be more suitable in certain situations depending on the proposed combination. Patent Owner does not provide any authority supporting its contention that providing a motivation to combine in the manner asserted in the Petition is contrary to proper obviousness analysis under Graham.” slip op. at 25
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,929,896 - Orca Security Ltd. v. Wiz, Inc.InstitutedPTAB · Dec 15, 2025 · IPR2025-01087 · APJ Lisa A Murray · IPR · Institution
The Board instituted IPR on claims 1–17 because Orca showed a reasonable likelihood of prevailing on its § 103 obviousness ground over Shua and Lang.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“An inter partes review may be instituted only if “the information presented in the petition . . . and any [preliminary] response . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). For the reasons given below, on this record, Petitioner has established a reasonable likelihood that it would prevail in showing the unpatentability of at least one of the challenged claims. We determine that institution of an inter partes review of the challenged claims is appropriate. B. Real Parties in Interest” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“35 U.S.C. § 103 involves determining the level of ordinary skill in the pertinent art at the time the invention was made. Graham, 383 U.S. at 17. The level of skill in the art is “a prism or lens” through which we view the prior art and the claimed invention. Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). The person of ordinary skill in the art is a hypothetical person who knows the relevant art. In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995). Factors to consider include the types of problems encountered in the art, the sophistication of the technology, and the educational level of active workers in the field. Id. One or more factors may predominate. Id. Petitioner asserts that one of ordinary skill in the field of the ’529 Patent would have had “a bachelor’s degree in computer engineering, computer science, electrical engineering, or a similar degree, with 2–3 years additional education or experience might substitute for these requirements.” Pet. 5; Ex. 1003 ¶¶ 32–33. Patent Owner’s Preliminary Response does not address this issue. We find Petitioner’s formulation to be consistent with the evidence of record at this stage of the proceedings, including the asserted prior art and the ’529 Patent, and we preliminarily adopt and apply that definition for purposes of this Decision. C. Claim Construction” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownOther
“Owner contends that Petitioner’s argument “inverts the appropriate understanding: just because the challenged patent identifies an example security database that stores a representation of a computing environment as nodes and edges does not mean that anything that stores a representation of a computing environment as nodes and edges is necessarily a security database.” Prelim. Resp. at 7–8. We agree with the logic of Patent Owner’s argument, but disagree that Petitioner necessarily “relies on this inverted understanding for its prior art mapping.” Id. at 8. We understand Dr. Zadok’s explanation to mean only that the claim term “security database” encompasses graph databases that include a representation of the computing environment, meaning that some (but not necessarily all) security databases are graph databases. See Ex. 1003 ¶ 100. The language in the Petition to which Patent Owner objects can be read consistently with Dr. Zadok’s declaration. Petitioner does not, however, take a position on what the outer bounds of the claim term “security database” should be. Without attempting a full construction of the term “security database,” it is possible to determine from the current record, at least on a preliminary basis, some of the database types that would fall within its scope. The ’529 Patent explains that the claimed “security database” is part of an “inspection cybersecurity threats. Specifically, it provides as follows: In certain embodiments, the cloud computing environment 110 is monitored for cybersecurity objects, threats, risks, and the like, by an inspection environment 130. In an embodiment, the inspection environment 130 is configured to monitor the cloud computing environment 110 for cybersecurity objects, threats, risks, combinations thereof, and the like. Ex. 1001, 6:1–7; see id. Fig. 1. The ’529 Patent also provides: “In an embodiment, the inspection environment 130 further includes a security database 136. In some embodiments, the security database 136 is configured to store a representation of the cloud computing environment 110, for example based on a predetermined data schema.” Id. at 7:46–50. Thus, we can conclude that the term “security database,” as used in the ’529 Patent, encompasses at least a database within an inspection environment that monitors for cybersecurity threats and is configured to store a representation of a cloud computing environment that is monitored by the inspection environment. An example of such a security database is the Neo4j® graph database. Id. at 7:58–60. As discussed below, another example is the “context map” disclosed in Shua ’048. See Ex. 1005, 15, 25.” slip op. at 19
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundDecided for petitioner
“We find nothing contradictory in Petitioner’s argument that “100% of an organization’s assets” would include its AI models. Pet. 11, 21. Shua ’048 appears to contemplate treating multiple layers of structures as assets to be mapped and monitored. Ex. 1005 ¶ 30 (Shua’s Orca system “automatically assesses the security state of discovered asset[s] throughout the technology stack, including all four cloud layers: I/S, OS, apps, and data.”). On the current record, a VM is an asset that contains other assets, including an AI model.10 We conclude that for the purposes of institution, Petitioner’s mapping, as elucidated by Dr. Zadok, adequately demonstrates that the combination of Shua and Lang discloses limitation 1[c] and the corresponding limitations in claims 9 and 10. We further conclude that Petitioner’s identification of a motivation to combine Shua with Lang is adequate for institution purposes.” slip op. at 23
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 12,003,529 - Orca Security Ltd. v. Wiz, Inc.InstitutedPTAB · Dec 15, 2025 · IPR2025-01085 · APJ Karl D Easthom · IPR · Institution
The Board instituted IPR on claims 1–21, finding a reasonable likelihood of prevailing on both § 103 grounds: Calvo and Nguyen, and Calvo, Nguyen, and Datsenko.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“presented in a petition and preliminary response shows that “there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). For the reasons explained below, we determine that Petitioner establishes a reasonable likelihood that it would prevail with respect to at least one challenged claim. Accordingly, we institute an inter partes review as to the challenged claims and the grounds raised in the Petition.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner contends that a person of ordinary skill in the art (POSITA) at the time of the ’693 Patent would have had a bachelor’s degree in computer engineering, computer science, electrical engineering, or a similar degree, with at least two years of experience in the field of cybersecurity; additional education or experience might substitute for these requirements. Pet. 7 (citing Ex. 1003 ¶¶ 63–64). Patent Owner does not provide a level of ordinary skill in the art. See generally Prelim. Resp. Based on a review of the record, we adopt Petitioner’s proposed level of ordinary skill in the art because it is consistent with the evidence of record, including the asserted prior art and ’693 patent specification.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner
“support a construction that is similar to Petitioner’s construction of a “network path” as “a link between two machines.” See Pet. 17. That is, limitation 1(a) recites “selecting a reachable resource having a network path to access the reachable resource, wherein the reachable resource is a cloud object . . . having access to an external network which is external to the cloud computing environment,” and limitation 1(b) recites “actively inspecting the network path to determine if the network path of the reachable resource is accessible from the external network.” This plain language shows that a network path is simply a connection (link) between an external network object and a resource in a cloud (or cloud object). The specification provides an example of accessing “port 22”: “Active inspection allows to [sic] generate instructions directed at the reachable resource over a network path, which when received by the reachable resource cause the reachable resource to send a response.” Ex. 1001, 5:40–45. The specification also states that “a network path may include sequential representations of possible data/control flows between two or more objects in a graph.” Ex. 1001, 12:49–52; accord Ex. 1001, 12:60–62 (describing “a path show[ing] a connection between security objects and/or computing objects that communicate over a network”), 12:42–44 (“A network path is a connection of two or more security objects accessible from an external or internal network, and/or an external or internal object.”). In other words, the specification indicates that a transmitting testing object may be an object external to the cloud connected via a network path to another object (a cloud resource for testing). The “network path” may also include resources/objects (represented as graph vertices) on the path. See id. at 12:51–59 (“A path may be a vertexonly path, describing a sequence of vertex-to-vertex ‘hops,’ an edge-only path, describing only the edges included in the sequence without description of the associated vertices, or a combined edge-vertex path, describing both edges and vertexes included in the sequence.” (emphasis added)). Accordingly, for purposes of institution, we construe a “network path” as “a connection between an external object and a cloud resource, wherein the connection itself include objects and/or cloud resources.”” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“4. Remaining Terms No express construction of any other claim term is necessary to determine whether to institute inter partes review. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“[W]e need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))). D.” slip op. at 12
Claim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 11,936,693 - Fubotv Media Inc. / Yanka Industries, Inc. et al. v. DISH Technologies L.L.C.All claims unpatentablePTAB · Dec 5, 2025 · IPR2024-00918 · APJ Karl D Easthom · IPR · Final written decision
Claims 1–16 are unpatentable as obvious over Leaning alone or, for claims 9 and 11, over Leaning and Gamble.
RulingsFinal written decision- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableUnpatentable
“argue, that a POSITA would have had a reasonable expectation of success in implementing any of its proposed modifications.” PO Sur-reply 9. This argument is misplaced. Petitioner does not propose modifying any of Leaning’s teachings. Rather, Petitioner relies on Leaning’s alternative embodiment (i.e., “employ[ing] a criterion which anticipates underflow and avoids it”). See Ex. 1004, 15:3–6; Pet. 35–36 (citing same). Patent Owner acknowledges this fact. See PO Sur-reply 11 (“Leaning proposes an alternative embodiment.”) (citing Ex. 1004, 15:3–6). Accordingly,” slip op. at 26
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundUnpatentable
“argue, that a POSITA would have had a reasonable expectation of success in implementing any of its proposed modifications.” PO Sur-reply 9. This argument is misplaced. Petitioner does not propose modifying any of Leaning’s teachings. Rather, Petitioner relies on Leaning’s alternative embodiment (i.e., “employ[ing] a criterion which anticipates underflow and avoids it”). See Ex. 1004, 15:3–6; Pet. 35–36 (citing same). Patent Owner acknowledges this fact. See PO Sur-reply 11 (“Leaning proposes an alternative embodiment.”) (citing Ex. 1004, 15:3–6). Accordingly,” slip op. at 26
- Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for petitioner
“connections or multiple, parallel/simultaneous TCP connections are critical, unclaimed features of the ’564 patent. Indeed, Petitioner does not argue as much, and claims 2, 9, and 11 all at least recite multiple TCP connections. Notwithstanding, I would reach the same conclusion as my colleagues that Patent Owner is not entitled to a presumption of nexus. I am persuaded by Petitioner’s argument (Pet. Reply 22–23) that Patent Owner cannot credibly maintain that it is entitled to a presumption of nexus to the same products— the MOVE Media Player and “Sling TV”—across nine patents and 120 claims having different scope while citing to substantially the same alleged evidence of secondary considerations. The MOVE Media Player and “Sling TV” cannot be coextensive with the challenged claims here under these circumstances. In addition, Patent Owner’s own cited evidence suggests that MOVE’s plug-in is a “key” feature of its technology, particularly to ensure “fluidity of playback” (PO Resp. 50 (quoting Ex. 2048) (emphasis omitted)), but the claims do not recite a plug-in. This also undermines Patent Owner’s assertions of coextensiveness for claims that all recite “continuous playback.” Otherwise, I agree with my colleagues’ finding that Patent Owner has not adduced significant evidence of direct nexus. Accordingly, I join in my colleagues’ finding that Patent Owner has failed to establish a nexus between the asserted evidence of secondary considerations and the challenged claims. I also agree that Patent Owner’s evidence of secondary considerations is entitled to insignificant weight, or little to no weight, and that it does not outweigh Petitioner’s persuasive obviousness showing under the other Graham factors. Thus, I join in my colleagues’ determination that” slip op. at 111
- Strike new argumentNew argument disregardedNew argument consideredMixed
“E. Summary on Motion to Strike For the foregoing reasons, we determine that the Motion is partly” slip op. at 107
Patent outcomesUS 9,407,564 unpatentable§ 103 obviousnesscites KSR · GrahamPatents in suitUS 9,407,564
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.