- Yealink (USA) Network Technology Co., Ltd. / Yealink Network Technology Co., Ltd. v. Barco NVNo claims unpatentablePTAB · Oct 5, 2026 · IPR2025-00598 · APJ David C Mckone · IPR · Final written decision
Claims 1–31 were not shown unpatentable under either § 103 ground because the asserted combinations did not teach required claim limitations.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedOther
“admissions by Patent Owner in litigation, contends that a person of ordinary skill in the art would have had “a Master of Science (M.S.) degree in electrical engineering or computer science, and five years of work experience in a related field” and that “[a]dditional educational experience could substitute for some of the work experience.” Pet. 5 (citing Ex. 1002 ¶¶ 36–37). “Patent Owner does not dispute Petitioner’s proposed level of skill in the art (Petition, 5) at this time.” PO Resp. 6. On the complete record, we adopt Petitioner’s description of the level of ordinary skill in the art, as it is uncontested and is consistent with the technology described in the ’347 patent and the asserted prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 8
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“In the Preliminary Response, “Patent Owner accept[ed] the Petition’s claim construction.” Prelim. Resp. 6. However, in the Patent Owner Response, Patent Owner argues that “the claims of the ’347 Patent require no construction as they are valid under their plain and ordinary meaning.” PO Resp. 6. Based on the complete record, we do not find it necessary to provide express claim constructions of any claim terms. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we 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 9
- Expert testimonyPetitioner expert discountedDecided for patent owner
“Beel actually discloses the following: [0321] On the peripheral device 32 the video packets are received at the corresponding plug and play port, e.g. the USB port 11, read by the Human Interface Driver (HID) interface handler 13, unpacked to remove HID protocol headers in an unpacker 20 and then transmitted to the communications network by a transmitter 21. The network can be wireless for example WiFi or LiFi network. [0322] Having been routed over a communications network to the base unit 33, the incoming stream is read from the communications interface such as a WiFi access point 22, unpacked in an unpacker 25, decoded in a decoder 26 and then inserted into a suitable composition such as an OpenGL based composition in the compositor 29 for display on a central display device. Ex. 1005 ¶¶ 321–322 (emphasis added to portions quoted by Petitioner). Patent Owner notes that “[t]he Petition mistakenly cites to ¶ 322 of Beel but quotes ¶ 321.” PO Resp. 20 n.3. However, it appears that Petitioner has grafted together a portion of paragraph 321 that introduces peripheral device 32 with a portion of paragraph 322, which discusses features of base unit 33. However, this grafting has been done in such a way as to convey (incorrectly) that peripheral device 32, not base unit 33, includes unpacker 25, decoder 26, and compositor 29 that process the first processed video data received by the first peripheral device to generate second video data. Dr. Almeroth’s testimony, which copies Petitioner’s incorrectly altered quotation to paragraph 322 of Beel, is unreliable as to this claim limitation and is entitled to no weight.4 Thus, Petitioner has no expert testimony on which to rely for this claim limitation.” slip op. at 19
- Strike new argumentNew argument disregardedDecided for patent owner
“5 At the oral argument, when challenged on its reliance on paragraph 322, Petitioner argued that paragraph 321 of Beel teaches this limitation. Tr. 22:26–23:24. Petitioner did not make this argument in the Petition and, instead, raised it for the first time during oral argument; thus, it will not be considered. See Dell Inc. v. Acceleron, LLC, 884 F.3d 1364, 1369 (Fed. Cir. 2018) (“Unless it chose to exercise its waiver authority under 37 C.F.R. § 42.5(b), the Board was obligated to dismiss Dell’s untimely argument given that the untimely argument in this case was raised for the first time during oral argument.”). Even if we were to consider this new argument, it would not be persuasive. As Patent Owner observes (PO Resp. 20), any processing performed by peripheral device 32 in paragraph 321 is on data received from the processing device and destined for the base station via the network, rather than data flowing in the direction of the first processed video data of claim 1.” slip op. at 22
Patent outcomesUS 11,966,347 not shown unpatentableClaim construction§ 103 obviousnesscites Phillips · GrahamPatents in suitUS 11,966,347 - Apple Inc. v. Smith Interface Technologies, LLCNo claims unpatentablePTAB · Jan 6, 2026 · IPR2024-01090 · APJ Miriam L Quinn · IPR · Final written decision
The Board found claims 1–3, 21, 29–31, 42–44, 54, and 62–65 not proven unpatentable because the asserted combination did not teach the third conditional limitation.
RulingsFinal written decision- 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’s position that the language of the claim requires the fulfillment of all the listed conditions (for each “when” clause) to cause the performance of the recited function. As stated above, the natural reading of the conditions is that they are prerequisites; they must be satisfied for the program to perform the recited function(s). For the third scenario, for example, the condition that the first web page is displayed must be satisfied in order for there to be a hyperlink to a second web page, such that the program can detect whether the location of the first contact point corresponds to that hyperlink. Ex. 1001, 102:60−62, 103:32−33, 103:37−39. The duration of the first contact has exceeded the second duration threshold without ending that first contact, and with no movement of the first contact point. Ex. 1001, 102:66−67, 103:1−3, 103:33−36, 103:39−42.13 These conditions collectively set the characteristics of the gesture that endures for the required amount of time. “When” this particular gesture is detected, for 13 We note that other non-challenged claims, require determining that there is movement of the first contact and performing corresponding functions of displaying the movement. See, e.g., Ex. 1001, 108:9−24 (Claim 40, which depends from claim 1). the required duration, and recognizing the hyperlink is selected on the displayed first web page, then the three functions corresponding to these conditions in the third scenario are performed. This “when-then” relationship is conditional, as the parties seem to agree; but, we find, it is also causal. Because the cause of outputting the feedback with the actuator, displaying a menu, and further displaying a portion of the second web page to which the hyperlink pointed is that all the conditions were satisfied as required by the claim. Ex. 1001, 103:43−55. This is the plain and straightforward reading of the “when” clauses in claim 1.” slip op. at 15
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableNot shown unpatentable
“Thus, Petitioner’s mapping as described above does not meet the requirements of the third “when” clause. We find that neither the snippet of Blumenberg nor the preview of Bhumkar is displayed in Petitioner’s proffered combination when the conditions of the third “when” clause are met. The condition of determining that the duration exceeds the “activation threshold” has no relationship to whether the display of the snippet or the preview occur. Blumenberg displays the link preview or snippet upon exceeding the 0.2 seconds or “selection threshold.” Ex. 1004 ¶ 49. Thus, there is no conditional relationship, much less a causal relationship between the display of the link preview or snippet and the “activation threshold” to which Petitioner has mapped the condition of the third “when” clause. The substitution of the snippet with Bhumkar’s “quick view” under Petitioner’s “simple substitution” rationale does not remedy the deficiency noted here. The function of “further display at least a portion of the second web page” (i.e., the “quick view”) is causally related to the “selection threshold,” and has no correlation to the duration determination, that the “activation threshold” has been exceeded. See Tr. 9:8−20 (Petitioner’s counsel arguing that “[t]here’s got to be correlation between them.”). Indeed, without a show of causality, the recited “further display” limitation is rendered irrelevant, in the Blumenberg-Bhumkar-Griffin combination. There is no need to “further display” because it already has been displayed, untethered to any condition recited in the third “when” clause.” slip op. at 41
- Skill levelSkill level petitioner adoptedDecided for petitioner
“at the time of the alleged invention would have had a “a bachelor’s degree in computer science, computer engineering, or a comparable field and at least two years of professional experience working with graphical user interfaces and applications for computers.” Pet. 6 (citing Ex. 1003 ¶¶ 36–37). In the Decision on Institution, the Board adopted the uncontested language quoted above in Petitioner’s assessment of the level of ordinary skill. The Board however did not adopt additional statements proffered by Petitioner regarding the “extensive background knowledge and understanding” allegedly possessed by a person of ordinary skill in the art (Pet. 6–7). Dec. on Inst. 9−10. Patent Owner agrees with the level of ordinary skill in the art adopted by the Board for purposes of the Decision on Institution. PO Resp. 12; see also Ex. 2008 ¶¶ 58−59. The specification of the ’581 patent describes an electronic device that allows for manipulation of user interface objects and, more specifically, the display of web pages through a user interface of a network browser application, according to contact with a touch-sensitive interaction surface. Ex. 1001, (54), Abstr. Consistent with the scope of the ’581 patent and the lack of dispute on the issue, we find that the level of skill in the art is reflected in a person having a bachelor’s degree in computer science, computer engineering, or a comparable field and at least two years of professional experience working with graphical user interfaces and applications for computers.” slip op. at 6
- Expert testimonyPatent owner expert creditedPetitioner expert discountedDecided for patent owner
“We agree with Dr. Cockburn that the claims are not themselves programming code or even pseudo code. But they recite the functionality that the program instructions implement.15 We do not find useful Dr. Cockburn’s quibble with the word “instructions” recited in the claim as being too generic to import the understanding in the relevant art that programming logic is involved. Id. ¶ 55. Claim 1 recites more than mere “instructions.” As discussed above in Section II.E.1, the claim requires “one or more programs” and those “programs including instructions.” Ex. 1001, 102:56−59. We are persuaded by Dr. Mahon’s explanation concerning the perspective of a person of ordinary skill in the art and the implementation of instructions in programming logic that is executed by a processor, and that 15 Claim 42 is a method claim and does not recite the “program including instructions to” as claim 1 does. However, claim 42 does recite the processor and memory in parallel with the same functions recited in claim 1, and Petitioner has not argued that the scope of claims 1 and 42 differ in any material way. Ex. 1058 ¶ 55, n.3. Ex. 2008 ¶ 51. “from a software engineering standpoint, it would not be possible to implement a function that performs an action ‘when’ preconditions are met unless that function is designed to be executed because those preconditions have been detected.” Mahon Decl. ¶ 52. We credit Dr. Mahon’s explanations as they are reasoned and supported by the specification of the ’581 patent. Mahon Decl. ¶ 50. We are not persuaded by Dr. Cockburn’s rebuttal of Dr. Mahon’s reliance on the specification as supporting the understanding of a person of ordinary skill in the art because it dismisses the discussions of logic to implement the gesture detection and corresponding operations merely because these passages do not refer specifically to the three scenarios of the claim. Dr. Mahon’s discussion of general programming principles of conditional statements provides context relevant to the field of the invention. See Phillips, 415 F.3d at 1319 (“extrinsic evidence can help educate the court regarding the field of the invention and can help the court determine what a person of ordinary skill in the art would understand claim terms to mean” but warning about the flaws inherent in this type of extrinsic evidence). Accordingly, we are persuaded that Dr. Mahon’s testimony confirms the understanding of the plain and natural reading of the claim language to require a causal relationship between the conditions and the functions.” slip op. at 31
Patent outcomesUS 10,725,581 not shown unpatentableClaim construction§ 103 obviousnesscites PhillipsPatents in suitUS 10,725,581 - Apple Inc. v. Smith Interface Technologies, LLCNo claims unpatentablePTAB · Dec 31, 2025 · IPR2024-01085 · APJ Jameson Lee · IPR · Final written decision
Claims 1–4, 6–10, 17, 19, 22–26, 28–30, 32, 33, 36, 41, 48, 58–62, 64, 65, 67, 69, 70, 73, 77, 82, and 83 were not shown unpatentable under either § 103 ground.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedOther
“The difference between the parties’ positions is solely that Petitioner includes “human-computer interaction” as a relevant degree and “human computer interfaces” as relevant working experience. We need not resolve that difference, because no matter which stated level of ordinary skill is applied, all of our findings and conclusions would be the same and because neither party asserts the other party’s expert is not qualified as an expert. In the Decision on Institution, we adopted Petitioner’s stated level of ordinary skill in the art. Inst. Dec. 9. We continue to adopt Petitioner’s stated level of ordinary skill in the art.5 C.” slip op. at 8
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Only those claim terms that are in controversy need to be construed, and only to the extent necessary to resolve the controversy. 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))). Petitioner asserts that “no claim terms need be construed to resolve issues of controversy in the present Petition.” Pet. 2. Patent Owner agrees that “no formal constructions of any claim terms are necessary.” PO Resp. 4. We agree with the parties that no express construction of any claim term is necessary. D.” slip op. at 10
- Expert testimonyPatent owner expert creditedDecided for patent owner
“We agree with Patent Owner (PO Resp. 13) that when Ording refers to user interfaces that are “intuitive and transparent,” “transparent” in that context does not mean optically transparent but something readily understandable, like the preceding word “intuitive.” That makes more sense in context. Patent Owner’s expert, Dr. Mahon, explains that Ording’s paragraph 28, where the phrase “intuitive and transparent” is found, is not concerned with optical transparency, but with increasing user satisfaction with portable devices by offering multifunctional operations on user interfaces based on finger input. Ex. 2012 ¶ 54. Neither Petitioner nor Dr. Cockburn explains why “transparent” in that context should mean optically transparent. We credit the testimony of Dr. Mahon, and reproduce paragraph 28 of Ording below: The various applications that may be executed on the device may use at least one common physical user interface device, such as the touch screen. One or more functions of the touch screen as well as corresponding information displayed on the device may be adjusted and/or varied from one application to the next and/or within a respective application. In this way, a common physical architecture (such as the touch screen) of the device may support the variety of applications with user interfaces that are intuitive and transparent. Ex. 1006 ¶ 28. We credit Dr. Mahon’s testimony that “Ording is addressing [in paragraph 28] user interfaces that are user-friendly and intuitive to navigate and operate.” Ex. 2012 ¶ 55.” slip op. at 33
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable
“The Zlider widget already is the least intrusive in the form as disclosed in the Ramos Paper/Ramos Video, placed off to the side of image content, not above and overlapping with image content. Petitioner’s semitransparency solution is for a self-created problem that otherwise does not exist, i.e., blocking the image by placing the Zlider widget directly over image content in Ording’s device. This is not reasoning with rational underpinning for making the Zlider widget partially semitransparent. Even assuming that the Zlider widget is properly placed directly over a camera image, making the Zlider widget semitransparent does not solve the intrusion problem, because the image and the Zlider widget may obscure each other, as shown in these illustrations provided by Patent Owner: [The illustrations show interference between a semitransparent Zlider widget and an underlying image] In its Reply, Petitioner asserts that it would have been well within the skill level of one of ordinary skill in the art to make adjustments to address a problem caused by such obscuring, such as by making the Zlider widget more visible as shown below: [The illustration shows one way Petitioner asserts one of ordinary skill in the art may apply to solve the obscuring issue (Reply 5–6)] Petitioner’s argument is misplaced. Although there may be graphic display techniques one of ordinary skill in the art may adopt to reduce the visibility problem if the Zlider widget were moved to directly above the image content as Petitioner proposes, that does not cure the problem of lacking a reasonable motivation to place the Zlider widget of the Ramos Paper/Ramos Video directly over image content. Still, there is the least obscuring and the least intrusion with the Zlider widget remaining where it is shown to be in the Ramos Paper/Ramos Video, side-by-side relative to the image content. It is irrational to make a modification that creates a problem, solely on the basis that a solution may be available to reduce the severity of the problem. Indeed, such a strained rationale shows that hindsight has played a part on Petitioner’s contention that a person of ordinary skill in the art would have put the Zlider widget over content as required by the claims.” slip op. at 30
Patent outcomesUS 10,649,580 not shown unpatentableClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,649,580 - Samsung Electronics Co., Ltd. / Samsung Electronics America, Inc. v. Maxell LtdNo claims unpatentablePTAB · Oct 31, 2025 · IPR2024-00777 · APJ Jameson Lee · IPR · Final written decision
Claims 16–27 were not shown unpatentable because Petitioner failed to account for limitations 16[b] and 16[i] and their counterparts across the asserted obviousness grounds.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner proposes that a person of ordinary skill in the art “would have a Bachelor of Science degree in Electrical Engineering, Computer Engineering, Computer Science, Human Computer Interaction, or a related technical field, with at least one year of experience working in the field of user interfaces and/or content management.” PO Resp. 11 (citing Ex. 2040 ¶ 53). The Decision on Institution adopted Petitioner’s proposed level of ordinary skill in the art. Inst. Dec. 10. We find Patent Owner’s stated level to be less precise than that proposed by Petitioner in that the modifier “at least” used by Patent owner imposes no upper bound on the amount of experience possessed by one of ordinary skill in the art. Also, Patent Owner states: “The difference between the Board’s definition and Patent Owner’s (EX2040. ¶53) does not change the arguments set forth herein.” PO Resp. 11. Thus, we continue to adopt Petitioner’s stated level of ordinary skill in the art.4 4 All of our findings and conclusions would still be the same, however, had we applied Patent Owner’s articulation of the level of ordinary skill in the art.” slip op. at 8
- Prior constructionPrior construction adoptedDecided for patent owner
“In its Reply, Petitioner does not assert that the district court’s construction is incorrect. We agree with Patent Owner that the district court’s construction is better than Petitioner’s proposed construction, because for reasons indicated by Patent Owner, which are not disputed by Petitioner, settings in the computer, e.g., dedicated folders for each user are the user profiles, rather than simply data alone of any kind. Further, when asked about the appropriateness of the district court’s construction, counsel for Petitioner expressed that Petitioner has no objection to the Board’s adopting the district court’s construction for “user profile”: JUDGE LEE: So, you’d be fine with just going with the District Court’s construction? MR. HEINTZ: Yes, Your Honor. Tr. 15:22–24. For the foregoing reasons, we adopt the district court’s construction for “user profile,” i.e., “a collection of settings and information associated with a user.”” slip op. at 13
- BurdenNot shown unpatentable
“PO Resp. 30–31 (Figure 26 omitted). In its Reply, Petitioner still does not provide an articulated reason for placing user profile selection buttons, labeled with user names, within Horn’s panes 2601 or 2602. Reply 12–14. Although Horn does describe personalized profile, Petitioner points to no disclosure of Horn as to how a user would have selected his or her own profile from among a plurality of user profiles. Petitioner presents no reason for placing these user profile selection buttons, labeled with user names, gleaned from or suggested by Baumgartner, within either pane 2601 or pane 2602 in Horn’s workspace view. Further, pane 2602 contains “a list of all collections defined by MFS and the user,” and pane 2601 lists the source examined by the user to create his or her collections. Ex. 1005, 19:41–46. That disclosure suggests the contents of panes 2601 and 2602 are tied to one particular user. No rational basis is articulated by Petitioner to place user profile selection buttons within these panes which appear to be in the profile space of one user. For the foregoing reasons, Petitioner has not adequately accounted for limitation 16[b].” slip op. at 22
- Disclosure Requirements (§112) › Written description (Ariad)Not entitled to earlier dateDecided for petitioner
“The test for sufficiency of a written description under 35 U.S.C. § 112 is whether the earlier application’s disclosure “reasonably conveys to those skilled in the art that the inventor had possession of the claimed subject matter as of the filing date.” Ariad Pharms., Inc. v. Eli Lilly & Co., 598 F.3d 1336, 1351 (Fed. Cir. 2010) (en banc). The specification must “clearly allow persons of ordinary skill in the art to recognize that [the inventor] invented what is claimed.” Id. The Court of Appeals for the Federal Circuit has explained: One shows that one is “in possession” of the invention by describing the invention, with all its claimed limitations, not that which makes it obvious. Id. (“[T]he applicant must also convey to those skilled in the art that, as of the filing date sought, he or she was in possession of the invention. The invention is, for purposes of the ‘written description’ inquiry, whatever is now claimed.”) (emphasis in original). One does that by such descriptive means as words, structures, figures, diagrams, formulas, etc., that fully set forth the claimed invention. Although the exact terms need not be used in haec verba, see Eiselstein v. Frank, 52 F.3d 1035, 1038, 34 USPQ2d 1467, 1470 (Fed.Cir.1995) (“[T]he prior application need not describe the claimed subject matter in exactly the same terms as used in the claims. . . .”), the specification must contain an equivalent description of the claimed subject matter. A description which renders obvious the invention for which an earlier filing date is sought is not sufficient. Lockwood v. American Airlines, Inc., 107 F.3d 1565 (Fed. Cir. 1997).” slip op. at 31
Patent outcomesUS 11,017,815 not shown unpatentableClaim construction§ 103 obviousness§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 11,017,815 - Microsoft Corporation v. Interdigital Patent Holdings, Inc.No claims unpatentablePTAB · Jun 23, 2025 · IPR2024-00538 · APJ Miriam L Quinn · IPR · Final written decision
The Board held all challenged claims of the ’933 and ’054 patents not unpatentable because the claims were entitled to the December 22, 2009 priority date, making the asserted prior art unavailable.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“the time of the invention as someone that would have had “a bachelor’s degree in computer science, electrical engineering, computer engineering, or a closely related field, and one to three years of experience working with wirelessly connected mobile devices that used common wireless communications protocols such as Bluetooth and 802.11.” 537 Pet. 17 (citing Ex. 1203 ¶¶ 29–32). Petitioner also contends that this description “would not differ materially between December 2008 and June 2013,” the earliest possible priority date for the patents-at-issue and the priority date alleged by Petitioner, respectively. Petitioner further contends that more education “would compensate for less work experience and vice versa.” Id. Petitioner. 537 PO Resp. 6−7; 538 PO Resp. 6−7. Accordingly, for purposes of this Decision, we adopt Petitioner’s description as our own. We adopt Petitioner’s level of ordinary skill in the art particularly because it specifies having one to three years of experience working with wireless devices that use Bluetooth and 802.11.” slip op. at 16
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner
“Petitioner construes the claims to have their “plain and ordinary meaning” and contends “that no terms invoke means-plus-function analysis.” 537 Pet. 17–18; 538 Pet. 18−19. Patent Owner does not contend that any terms require construction. 537 PO Resp. 6; 538 PO Resp. 6. We have not identified any terms that require construction for us to decide the threshold issue of priority. And given that the parties have no disputed terms, no claim terms are hereby construed.” slip op. at 17
- Disclosure Requirements (§112) › Written description (Ariad)Written description adequateEntitled to earlier dateDecided for patent owner
“The written description requirement is satisfied when “the missing descriptive matter” is necessarily present in the original “application’s specification such that one skilled in the art would recognize such a disclosure.” Tronzo v. Biomet, Inc., 156 F.3d 1154, 1159 (Fed. Cir. 1998). Thus, it is sufficient to show that the written description actually or inherently discloses the claim element. TurboCare Div. of Demag Delaval Turbomachinery Corp. v. Gen. Elec. Co., 264 F.3d 1111, 1118−20 (Fed. Cir. 2001). We also note that Patent Owner argues that the field of the 948 application is a predictable application of wireless communications, which, compared to other complex and unpredictable technologies, would require a lower level of detail to satisfy the requirement. See Hologic, Inc. v. Smith & Nephew, Inc., 884 F.3d 1357, 1361 (Fed. Cir. 2018); see also Ariad Pharmaceuticals, Inc. v. Eli Lilly and Co., 598 F.3d 1336, 1351 (Fed. Cir. 2010) (“the level of detail required . . . varies depending on the nature and scope of the claims and on the complexity and predictability of the relevant technology.”); 537 PO Resp. 26−27; 537 Edwards Decl. ¶¶ 82, 87; 537 Surreply 8.” slip op. at 20
- Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportPriority date awardedDecided for patent owner
“1277 (Fed. Cir. 2011); PowerOasis, Inc. v. T-Mobile USA, Inc., 522 F.3d 1299, 1306 (Fed. Cir. 2008). At issue in the instant proceedings is the first requirement, whether the written description of the 948 application is sufficient, because Petitioner contends that the claims of the ’933 and ’054 patent are not entitled to claim priority to ancestry applications under 35 U.S.C. § 120. 537 Pet. 18.43 We disagree with Petitioner because we find that the claims are supported by the written description of the 948 application disclosure.” slip op. at 18
Patent outcomesUS 9,173,054 not shown unpatentableClaim construction§ 102 anticipation§ 112 disclosurecites PhillipsPatents in suitUS 9,173,054 - Western Digital Technologies, Inc. v. Longitude Licensing Ltd.No claims unpatentablePTAB · Jan 21, 2025 · IPR2023-01230 · APJ Richard M Lebovitz · IPR · Final written decision
The Board held claims 1–18 not unpatentable over Zhang and Javanifard or Javanifard alone, and claims 9 and 18 not unpatentable over either combination with Kang.
RulingsFinal written decision- BurdenDecided for patent owner
“III. BURDEN In an inter partes review, a petitioner bears the burden of persuasion to prove “unpatentability by a preponderance of the evidence.” Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015) (quoting 35 U.S.C. § 316(e)); see 37 C.F.R. § 42.1(d) (2024). This burden never shifts to Patent Owner. Dynamic Drinkware, 800 F.3d at 1378 (citing Tech. Licensing Corp. v. Videotek, Inc., 545 F.3d 1316, 1326–1327 (Fed. Cir. 2008) (discussing the burden of proof in inter partes review). Petitioner must explain with particularity how the prior art would have rendered the Challenged Claims unpatentable. 35 U.S.C. § 312(a)(3); 37 C.F.R. § 42.104(b)(4) (“The petition must specify where each element of the claim is found in the prior art patents or printed publications relied upon.”). IV. PATENTABILITY ANALYSIS A. Legal Standards A claim is unpatentable under 35 U.S.C. § 103(a) if the differences between the subject matter sought to be patented and the prior art are such that the subject matter as a whole would have been obvious at the time the invention was made to a person having ordinary skill in the art to which said (2007). The obviousness inquiry requires an analysis of “whether there was an apparent reason to combine the known elements in the fashion claimed by the patent at issue.” KSR, 550 U.S. at 418 (citing In re Kahn, 441 F.3d 977, 988 (Fed. Cir. 2006) (requiring “articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”)). Petitioner cannot satisfy its burden of proving obviousness by employing “mere conclusory statements,” but “must instead articulate specific reasoning, based on evidence of record, to support the legal conclusion of obviousness.” In re Magnum Oil Tools Int’l, Ltd., 829 F.3d 1364, 1380 (Fed. Cir. 2016).” slip op. at 8
- Strike new argumentNew argument disregardedDecided for patent owner
“(Nov. 2019), 73 available at https://www.uspto.gov/TrialPracticeGuideConsolidated (“Petitioner may not submit new evidence or argument in reply that it could have presented earlier, e.g., to make out a prima facie case of unpatentability.”). Newly cited Exhibits 1026 and 1030 are not identified by Petitioner as responsive to Patent Owner’s Response. Rather, the new evidence cited by Petitioner is improperly being used to supply evidentiary support for an argument made in the Petition that lacked such support. A reply cannot be used to introduce new evidence to fill gaps in the Petition or bolster arguments that were inadequately supported in the Petition. The introduction of such evidence constitutes an improper attempt to remedy deficiencies in the Petition, which should have initially contained necessary evidence and arguments to support Ground 1. Accordingly, we find that the introduction of Exhibits 1026 and 1030 as evidence for Ground 1 is impermissible.” slip op. at 51
- Skill levelOther
“B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art at the time of” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“4. Reasons to combine The principal dispute in this inter partes review is whether Petitioner established a reason to combine Zhang and Javanifard. Primarily, the Petition pointed to disadvantages in the “prior art” identified by Javanifard, motivation to apply Javanifard to Zhang’s fixed stage circuit. Pet. 19–20 (citing Ex. 1003 ¶¶ 90–96). Specifically, the Petition identifies the following reasons as motivation to combine Zhang and Javanifard (citing Ex. 1006, 1:48–53; 1:66–2.2): 1. “‘accommodate different output levels for a given charge pump power supply input level.’” 2. “‘accommodate a given output level for different charge pump power supply input levels.’” 3. “provide flexibility for design needs (e.g., power saving mode, and” slip op. at 34
Patent outcomesUS 9,207,701 not shown unpatentable§ 103 obviousnesscites KSRPatents in suitUS 9,207,701 - Mianyang Boe Optoelectronics Technology Co., Ltd. / Wuhan China Star Optoelectronics Semiconductor Display Technology Co., Ltd. et al. v. Samsung Display Co., Ltd.No claims unpatentablePTAB · Jan 6, 2025 · IPR2023-01075 · APJ Terrence W Mcmillin · IPR · Final written decision
Petitioner failed to show claims 1–6, 10, 12, 17–19, 21–23, 40–47, 51, and 52 unpatentable because the cited art did not teach or suggest a pixel defining layer.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“For purposes of this Decision, we again adopt Petitioner’s definition of the level of ordinary skill in the art. It is supported by the testimony of Dr. Pattison, and appears consistent with what is reflected by the content of the applied prior art references. Cf. Okajima v. Bourdeau, 261 F.3d 1350, 1354–55 (Fed. Cir. 2001) (the applied prior art may reflect an appropriate level of skill). We find Patent Owner’s articulation of the level of ordinary skill to be imprecise, because Patent Owner does not specify the amount of experience possessed by an ordinarily skilled artisan. The unbounded reference to “experience” is vague and overly broad, as it could mean 1 year of experience or over 30 years of experience, for example. In addition, the ’578 patent is directed to “a pixel arrangement structure of an (OLED) [organic light emitting diode] display” (Ex. 1001, 1:22–23), 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 19
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for patent owner
“Petitioner has failed to show that the cited art teaches or suggests a “pixel defining layer” as recited. Neither party in this proceeding or in the ITC Investigation argued that “pixel defining layer” as recited in the challenged claims required construction, and neither party presented any arguments regarding the construction or meaning of this term.6 Pet. 13; PO Resp. 4–5. 5 37 C.F.R. § 42.104(b)(3) requires that a petition contain a statement identifying how a challenged claim is to be construed. 6 In our Decision instituting trial, we stated that “[i]f either party contends that explicit claim construction is necessary in order to make a final determination whether or not any challenged claim is unpatentable based on the arguments and evidence presented, it should clearly explain why during We give the term “pixel defining layer” as recited its plain and ordinary meaning. For purposes of this decision, we determine that no aspects of the challenged claims require explicit construction. See, e.g., 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))). D. Petitioner Has Not Shown That the Cited Art Teaches or Suggests All the” slip op. at 21
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“or suggestion in Matthies of a pixel defining layer, because there is none.” PO Resp. 31 (citing Ex. 2009 ¶ 187); see also PO Sur-reply 15–17. Petitioner contends that “[a] POSITA would have understood that Matthies employs (or at least could obviously employ) the claimed ‘pixel defining layer.’” Pet. 23. An allegation that a skilled artisan would have understood that the prior art “could obviously” be modified to include an element of the claimed invention does not establish that the prior art teaches or suggests such recited element. See Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (“[O]bviousness concerns whether a skilled artisan not only could have made but would have been motivated to make the combinations or modifications of prior art to arrive at the claimed invention.”).” slip op. at 24
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable
“require for the same reasons set forth above.”). And, in discussing motivation to combine the teachings of Matthies and Yamada, Petitioner articulates no reasoning to support modifying Matthies’ structure based on Yamada to yield a “pixel defining layer.” See Pet. 69–75. Patent Owner argues that “[t]he Petition failed to identify any teaching or suggestion in Matthies of a pixel defining layer, because there is none.” PO Resp. 31 (citing Ex. 2009 ¶ 187); see also PO Sur-reply 15–17. Petitioner contends that “[a] POSITA would have understood that Matthies employs (or at least could obviously employ) the claimed ‘pixel defining layer.’” Pet. 23. An allegation that a skilled artisan would have understood that the prior art “could obviously” be modified to include an element of the claimed invention does not establish that the prior art teaches or suggests such recited element. See Belden Inc. v. Berk-Tek LLC, 805 F.3d 1064, 1073 (Fed. Cir. 2015) (“[O]bviousness concerns whether a skilled artisan not only could have made but would have been motivated to make the combinations or modifications of prior art to arrive at the claimed invention.”).” slip op. at 24
Patent outcomesUS 11,594,578 not shown unpatentableClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,594,578 - Apple Inc. v. Smart Mobile Technologies LLCNo claims unpatentablePTAB · Sep 25, 2024 · IPR2022-01223 · APJ Hyun J Jung · IPR · Final written decision
Claims 1–3 and 5 were not shown unpatentable over Yegoshin, Bernard, Johnston, and Preiss under § 103 because the evidence did not establish multiplexing signals.
RulingsFinal written decision- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner
“communication device for multiplexing signals.” Ex. 1001, 12:2–3 (emphasis added). The language in the preamble does not support adopting Petitioner’s proposed interpretation of “multiplexing” to mean that “the connections may be used simultaneously or sequentially for combining multiple data paths into a single path,” because signals are being multiplexed, not connections or data paths. Pet. Reply 10. No connection is recited in the preamble with regard to multiplexing.” slip op. at 13
- Claim Construction › Intrinsic evidence (Phillips canons) › Preamble limiting or notPreamble limitingDecided for patent owner
“Resp. 9–10 (citing Ex. 1002 (file history of the ’075 patent), 12; Ex. 2003 (Defendants’ Opening Claim Construction Brief from related litigation), 40–41; Ex. 2023 (Claim Construction Order from related litigation), 7). “Petitioner does not dispute that the preamble of claim 1 is limiting.” Pet. Reply 9 (citing PO Resp. 9–10; Ex. 2003, 45–46). Based on the full record, we adopt the parties’ agreement that the preamble is limiting. See also Ex. 2003, 45–46; Ex. 2023, 7.” slip op. at 9
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable
“show by a preponderance of the evidence that Yegoshin teaches or would have been understood to reasonably suggest “multiplexing signals” and that Bernard “includes or operates as a multiplexer for combining the data packets.” See Pet. 32–40. Because Petitioner does not show multiplexing signals in any of the asserted references, Petitioner does not show by a preponderance of the evidence that its proposed combination of Yegoshin, Bernard, Johnston, and Preiss would have rendered obvious “[a]n IP-enabled communication device for multiplexing signals,” as recited by claim 1. Also, because Petitioner fails to show Yegoshin teaches or would have been understood to reasonably suggest multiplexed signals and fails to show that Bernard “includes or operates as a multiplexer for combining the data packets,” Petitioner’s asserted motivation to modify Yegoshin in view of Bernard for “multiplexing signals” lacks rational underpinning. Weighing the underlying factual determinations, a preponderance of the evidence does not persuade us that claim 1 of the ’075 patent is unpatentable over Yegoshin, Bernard, Johnston, and Preiss. Arctic Cat, 876 F.3d at 1361.” slip op. at 44
- Expert testimonyPetitioner expert discountedPatent owner expert creditedDecided for patent owner
“We do not credit Petitioner’s cited testimonial evidence because, for the reasons above, Yegoshin and the full record do not support it. Ex. 1003 ¶¶ 79, 80. We, instead, credit Patent Owner’s cited testimonial evidence because Yegoshin and the full record better support it. Ex. 2018 ¶¶ 50, 51, 55–56, 58–61; see also Ex. 2025, 65:19–66:4.” slip op. at 26
Patent outcomesUS 9,319,075 not shown unpatentableClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,319,075 - Google LLC v. Parus Holdings, Inc.No claims unpatentablePTAB · Aug 1, 2024 · IPR2022-00279 · APJ David C Mckone · IPR · Final written decision
Claims 1 and 2 were not shown unpatentable over either Kovatch and Burrows or Wise and Burrows because the combinations did not teach the claimed polling and rank-decrease limitations.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“1. Level of Skill in the Art Petitioner, relying on the testimony of Mr. Lipoff, contends that a person of ordinary skill in the art “would have had a Bachelor’s Degree in electrical engineering, computer science or a related field, and at least two years of experience with voice interfaces and information processing,” and that “[m]ore education could substitute for less experience, and vice versa.” 5 The complete record does not include allegations or evidence of objective indicia of nonobviousness. same proposal. PO Resp. 1. On the complete record, we are persuaded that Petitioner’s proposal is consistent with the technology described in the Specification and the cited prior art and adopt Petitioner’s proposed level of skill.” slip op. at 10
- Expert testimonyPetitioner expert discountedPatent owner expert creditedMixed
“From this description in Burrows, it is clear that index 70 has no sense of ranking, and that Burrows’ system overall has no sense of ranking prior to a query; thus, adding or deleting a webpage from the index does not change a ranking that does not yet exist. It is also clear that, if a page is flagged as deleted, it will be ignored by the query module when the query module queries the index and ranks the identified qualified pages. Id. at 15:12–16, 15:21–22. The webpage’s rank is not decreased, as the webpage is never ranked in the first place. As Mr. Occhiogrosso testifies: web page. A “polled web site” page cannot be ranked in the Burrows system because the Burrows ranking is performed only after a user query is performed. Only at that time can the Burrows system provide a ranked list (of qualified webpages) for presentation to the user. As Burrows discloses, the Automated Web Browser is robotic in nature and not associated with the queries of users. Ex. 2009 ¶ 181. Mr. Occhiogrosso’s testimony on this point is consistent with Burrows’ description, credible, and entitled to substantial weight. We have considered Mr. Lipoff’s testimony that a skilled artisan “would have understood that combining Burrows’s polling mechanism receiving no response into Kovatch would decrease the entries’ ranking or placement in Kovatch’s destination tree in order to further limit the pages that may not be of interest to the user.” Ex. 1002 ¶ 172 (citing Ex. 1006, 1:38–46). That testimony, however, is conclusory and lacks persuasive reasoning. Moreover, the passage in Burrows to which it cites (Ex. 1006, 1:38–46) does not teach or suggest decreasing the ranking of webpages. Thus, Mr. Lipoff’s testimony on this point lacks credibility and is entitled to little weight. Upon consideration of the complete record, we are not persuaded that Kovatch and Burrows teach claim limitations 1H and 2H.” slip op. at 22
- Strike new argumentNew argument disregardedDecided for patent owner
“In the Reply, Petitioner argues that “the type of database record that Burrows polls and ranks makes no difference for this teaching; processing costs and cycles, equating to processing time, are a potential issue any time computer processing occurs.” Reply 20 (citing Ex. 1061 ¶ 24). Mr. Lipoff repeats this statement in his testimony without identifying the basis for it, rendering that testimony of little value. Ex. 1061 ¶ 24. In any case, it appears that Petitioner and Mr. Lippoff are arguing that a general notion of processing cost any time computer processing occurs would lead a skilled artisan to decrease a webpage’s rank based on response time. This is a new argument, not presented in the Petition, and is therefore forfeited and will not be considered. In any case, Petitioner has not supported this new argument with persuasive evidence.” slip op. at 31
- BurdenFwd all claims patentableNot shown unpatentable
“In sum, for several reasons, Petitioner has not shown that Kovatch and Burrows teach claim limitations 1H–1J and 2H–2J and, therefore, Petitioner has not shown that Kovatch and Burrows teach each limitation of claims 1 and 2. 4. Conclusion of Nonobviousness As explained above, Petitioner has failed to show that the combination of Kovatch and Burrows teaches each limitation of claims 1 and 2. Upon consideration of all the evidence, we conclude that Petitioner has not proved by a preponderance of the evidence that claims 1 and 2 would have been obvious over Kovatch and Burrows.” slip op. at 32
Patent outcomesUS 6,721,705 not shown unpatentable§ 103 obviousnesscites Phillips · GrahamPatents in suitUS 6,721,705 - Sony Group Corp. (Japan) / Sony Corp. Of America et al. v. MZ Audio Sciences, LLCNo claims unpatentablePTAB · Apr 8, 2024 · IPR2022-01544 · APJ Karl D Easthom · IPR · Final written decision
Claims 1–10 were not shown unpatentable because Petitioner did not establish sufficient reasons to combine the references in any of the three obviousness grounds.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner asserts that a person of ordinary skill in the art “would have had a bachelor’s degree in electrical engineering or a related field with coursework in signal processing, plus two years of academic and/or industry experience in signal processing or a related field. More education could substitute for experience, and vice versa.” Pet. 7. “Patent Owner does not dispute Petitioners’ definition of a [person of ordinary skill in the art].” PO Resp. 2. 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, other references of record, and the ’961 patent specification.” slip op. at 7
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“district-court-type standard, as described in Phillips v. AWH Corp., 415 F.3d 1303 (Fed. Cir. 2005) (en banc). See 37 C.F.R. § 42.100(b) (2020). Under this standard, claim terms have their ordinary and customary meaning, as would be understood by a person of ordinary skill in the art at the time of the invention, in light of the language of the claims, the specification, and the prosecution history. See Phillips, 415 F.3d at 1313–14. Petitioner relies on the plain and ordinary meaning and contends that it is unnecessary to construe any claim terms explicitly. See Pet. 8 (citing 37 C.F.R. §42.100(b)). Patent Owner “agrees with Petitioner that, for purposes of this Response only, all terms of the ᾽961 patent have their plain and ordinary meaning.” PO Resp. 23. As Petitioner contends, it is not necessary Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (stating that “we 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 7
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“Dr. Scordilis. Based on the record, Petitioner fails to provide a sufficient reason to arrive at the claimed invention and satisfy the burden of showing obviousness. As Patent Owner essentially argues, Cabot (and all references relied upon by Petitioner and Dr. Scordilis) do not pertain to “quantizing a phase difference of the at least one overtone relative to the fundamental tone to embed at least one bit of the data to be embedded” as step 1C-2 requires. See PO Resp. 32–33. Petitioner also relies on Kudumakis to modify Srinivasan in asserting that step 1C-2 would have been obvious, but Petitioner’s reliance on Kudumakis is also faulty as explained below. See Pet. 22–27 (relying on Ex. 1006 (Cabot), Ex. 1007 (Kudumakis); Ex. 1028 (Risset), Ex. 1031 (Lipshitz), Ex. 1055 (“Cox-SSSW”); Ex. 1020 (“Cox- 1995” ); Ex. 1021 (“Wu”)). articulated reasoning with some rational underpinning” to show that one of ordinary skill in the art would have had a sufficient reason to modify Srinivasan’s frequencies to embed a quantized phase difference between a fundamental and its harmonic into the harmonic as step 1C-2 requires. See Kahn, 441 F.3d at 988 (“[R]ejections on obviousness grounds cannot be sustained by mere conclusory statements; instead, there must be some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”)); In re Fine, 837 F.2d 1071, 1075 (Fed. Cir. 1988) (“teachings of references can be combined only if there is some suggestion or incentive to do so”) (quoting ACS Hosp. Sys., Inc. v. Montefiore Hosp., 732 F.2d 1572, 1577 (Fed. Cir. 1984)). As noted above, Dr. Scordilis states that Cabot merely “opens the venue for exploration” for an artisan of ordinary skill to “try to . . . explore” watermarks. Ex. 2011, 75:16–22. Dr. Scordolis’s testimony relates to an “obvious to try” rationale, but neither Dr. Scordilis’s testimony, nor Petitioner’s showing, satisfies the conditions to support that rationale. In particular, Dr. Scordilis does not testify, and Petitioner does not show, that the technique of embedding phase difference codes into a harmonic relative to its fundamental was one of “a finite number of identified, predictable solutions” and a “known option[]” for hiding data. Cf. KSR, 550 U.S. at 402 (indicating that under an “obvious to try” rationale, “[w]hen there is a design need or market pressure to solve a problem and there are a finite number of identified, predictable solutions, a person of ordinary skill in the art has good reason to pursue the known options within his or her technical grasp” (emphasis added)).” slip op. at 25
- Expert testimonyPetitioner expert discountedDecided for patent owner
“The record supports Patent Owner’s characterization of Dr Scordilis’s testimony. Dr. Scordilis does not rely on any references that “have a frequencies specifically.” See Ex. 2011, 90:4–8 (testifying such references are “[n]ot in [his] report”). Moreover, Dr. Scordilis testifies that “[t]he value . . . of Cabot’s work is that he points to the fact that even in this very controlled experiment, although phase is detectable in an A/B type of setup under many, many repetitions, it really opens the venue for exploration that a [person of ordinary skill in the art] would try to capitalize and explore further to develop a watermark.” Id. at 75:16–22 (emphasis added). In summary, Dr. Scordilis testifies that no references (including Cabot) cited in his declaration discuss phase encoding of a harmonic phase relative to a fundamental phase for watermarking, and Cabot merely opens the door so that a person of ordinary skill in the art would “try to . . . explore further to develop a watermark” using harmonic phase coding data. Id.” slip op. at 24
Patent outcomesUS 7,289,961 not shown unpatentableClaim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 7,289,961
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.