• Reed Semiconductor Corp. v. Monolithic Power Systems, Inc.All claims unpatentable
  PTAB · Jan 22, 2026 · IPR2024-01158 · APJ Ken B Barrett · IPR · Final written decision

  Claims 1–5, 7–15, 17, and 18 are unpatentable: claims 1–4, 9–14, 17, and 18 as anticipated by Tateishi, and claims 5, 7, 8, and 15 as obvious over Tateishi.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “We discern no material difference between the parties’ definitions. Petitioner’s definition is consistent with the level of ordinary skill reflected in the prior art references of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (recognizing that the prior art itself may reflect an appropriate level of skill in the art). For purposes of this decision, we apply Petitioner’s definition of the person of ordinary skill in the art. We note, however, that were we to adopt Patent Owner’s assessment, the outcome of this Decision would be the same.” slip op. at 13

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

    “After considering the parties’ arguments and evidence, we determine that Patent Owner has not offered persuasive evidence that a person of ordinary skill in the art reading the claims in light of the Specification would understand the plain and ordinary meaning of “control signal” to be as narrow as Patent Owner proposes. We do not construe the claims such that the “control signal” must be the exclusively controlling factor of a component, as Patent Owner urges. Petitioner’s position, on the other hand, is consistent with the evidence of record. We construe “control signal” as having its plain and ordinary meaning, namely a signal configured to control a circuit component. D. The Asserted Anticipation of Claims 1–4, 9–14, 17, and 18 by Tateishi” slip op. at 24

  • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable

    “We determine that Petitioner has demonstrated by a preponderance of the evidence that Tateishi discloses the “control signal” recited in limitations 1B2 and 1D of independent claim 1.” slip op. at 37

  • BurdenNot shown unpatentable

    “based on the Tateishi application publication (Ex. 1007), that the Tateishi Patent (Ex. 1005) also anticipates claims 1–4, 9–14, 17, and 18. See Pet. 23–24 (“The Tateishi Patent is also prior art under (pre-AIA) §102(e)”; identifying Ground 1 as anticipation “under §102 by Tateishi and/or the Tateishi Patent”). However, we are unable to locate in the Petition or Petitioner’s Reply a discussion of or citation to the Tateishi Patent other than under the Petitioner’s heading “Identification of Challenge and Relief Requested” on pages 23 and 24 of the Petition. Cf. id. at i–x (Table of Contents identifying a section of the Petition discussing the Tateishi (Application) anticipation ground but not a section discussing a Tateishi Patent anticipation ground). Although the issued patent may be substantively identical to the published application, Petitioner does not assert that, and we decline to compare the documents to determine whether that is the case. In light of Petitioner’s silence on the alternative ground, Petitioner has not demonstrated by a preponderance of the evidence that the Tateishi Patent anticipates 1–4, 9–14, 17, and 18.” slip op. at 47

  Patent outcomesUS 9,041,377 unpatentable
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 9,041,377
• Apple Inc. v. Smith Interface Technologies, LLCSome claims unpatentable
  PTAB · Jan 14, 2026 · IPR2024-01089 · APJ Sharon Fenick · IPR · Final written decision

  Claims 1, 2, 9–11, 13, 15, 16, 56–64, and 84 are unpatentable as obvious; claim 14 was not shown unpatentable because the motivation to combine the gesture teachings was not established.

  RulingsFinal written decision

  • Skill levelSkill level board ownDecided for petitioner

    “In our Decision on Institution, we noted that Petitioner’s definition left it unclear whether the bachelor’s degree in the proposed definition would be considered by Petitioner to be “an advanced-level degree,” and did not adopt the portion of the definition relating to the substitution of years of experience for a degree. Dec. on Inst. 9. Additionally we did not adopt Petitioner’s proposed additional requirement that one of ordinary skill of the pertinent technologies employed by the ’212 patent.” Id. We adopted, for the purposes of the Decision on Institution, the portion of the definition proposed by Petitioner requiring “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” as “consistent with the problems and solutions in the ’212 patent and prior art of record and . . . supported by declarant testimony.” Id. Patent Owner adopted this definition (PO Resp. 12–13), noting Dr. Cockburn’s testimony regarding this definition (Ex. 2006, 12:15– 21). Patent Owner’s declarant, Dr. Madisetti, also agreed with and adopted this definition. Ex. 2005 ¶¶ 23–25. For the same reasons discussed in the Decision on Institution, we again adopt this definition.” slip op. at 8

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “C. Claim Construction The parties’ papers include some discussion of claim construction. PO Resp. 13–17; Pet. Reply 1–2; PO Sur-reply 2–3. Each party asserts, and we agree, that there is no controversy that would require us to decide any claim construction issue. Pet. Reply 2; PO Sur-reply 3; 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))).” slip op. at 9

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundDecided for petitioner
  • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

  Patent outcomesUS 10,671,212 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 10,671,212
• Apple Inc. v. Smith Interface Technologies, LLCSome claims unpatentable
  PTAB · Jan 14, 2026 · IPR2024-01088 · APJ Sharon Fenick · IPR · Final written decision

  Claims 1, 9, 12, 19–22, 24–32, 36–43, 47, 58, 59, 63, 71, 74, 81–84, 86–94, 97–105, 109, 119–121, and 124 are unpatentable over Chaudhri, Martyn, and Griffin; claims 35 and 57 are not.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “In our Decision on Institution, we noted that Petitioner’s definition left it unclear whether the bachelor’s degree in the proposed definition would be considered by Petitioner to be “an advanced-level degree,” and did not adopt the portion of the definition relating to the substitution of years of experience for a degree. Dec. on Inst. 9. Additionally we did not adopt Petitioner’s proposed additional requirement that one of ordinary skill “would have possessed extensive background knowledge and understanding of the pertinent technologies employed by the ’758 patent.” Id. We adopted, for the purposes of the Decision on Institution, the portion of the definition proposed by Petitioner requiring “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” as consistent with the problems and solutions in the ’758 patent and prior art of record and supported by declarant testimony. Cockburn’s testimony regarding it (Ex. 2007, 9:7–23), and, for the same reasons discussed in the Decision on Institution, we adopt it here.” slip op. at 9

  • Expert testimonyPetitioner expert creditedDecided for petitioner

    “We determine that Petitioner has sufficiently shown that one of ordinary skill in the art would have combined the snapshot menu and pressand-hold gesture of Martyn with Chaudhri as Petitioner proposes, resulting in a device that provides a contextual shortcut sub-menu of common application functions in response to a touch-and-hold user input. We credit Dr. Cockburn’s testimony in Petitioner’s showing that Martyn’s contextual allow the user to accomplish recurring tasks more quickly. Pet. 15–17 (citing, inter alia, Ex. 1003 ¶¶ 61–62, 66–67). Contrary to Patent Owner’s contentions, Petitioner provides a showing of a motivation to use, in the resulting combination, both Martyn’s menu and its mechanism for calling the menu. Pet. 15–17 (citing Ex. 1003 ¶¶ 49–53, 63); Ex. 1067 ¶ 21. We credit Dr. Cockburn’s supported testimony of the motivation for the combination Petitioner proposes, using the teachings of Martyn identifying its App Snapshot called through a press-and-hold as allowing a user access to multiple options pertaining to one application at one time in one menu, for ease and speed of navigation. Pet. 15–18; Ex. 1003 ¶¶ 61, 63 & n.3, 68 (citing Ex. 1005 ¶¶ 4–8, 15); Ex. 1067 ¶¶ 20, 21. Additionally, we credit Dr. Cockburn’s testimony regarding the analogousness of the touch-and-hold mechanism to trigger the menu to the press-and-hold trigger for the menu in Martyn, which Patent Owner criticizes as unsubstantiated (PO Sur-reply 18) but we find to be supported by record evidence. Pet. 16 (citing Ex. 1003 ¶¶ 49–53, 63); Reply Br. 17 (citing Ex. 1067 ¶¶ 16–22), 20 (citing Ex. 1067 ¶¶ 30) ; Ex. 1003 ¶¶ 53 (citing, inter alia, Ex. 1022 ¶ 183), 63 & n.3.” slip op. at 18

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction needed

    “at first contending that these limitations require a continuous touch meeting both limitations; however, Patent Owner withdrew the request to construe the claim to require one continuous gesture to meet the two limitations, agreeing with Petitioner’s assertion that either one continuous gesture or two separate gestures could meet the limitations. PO Resp. 15–18; Pet. Reply 3– 5; PO Sur-reply 3–4; Tr. 28:20–29:2. Because we agree with the parties that this is the correct construction, there is no remaining controversy regarding this construction that would require us to decide any claim construction issue. 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 Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 10

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

    “We determine that Petitioner has sufficiently shown that one of ordinary skill in the art would have combined the snapshot menu and pressand-hold gesture of Martyn with Chaudhri as Petitioner proposes, resulting in a device that provides a contextual shortcut sub-menu of common application functions in response to a touch-and-hold user input. We credit Dr. Cockburn’s testimony in Petitioner’s showing that Martyn’s contextual allow the user to accomplish recurring tasks more quickly. Pet. 15–17 (citing, inter alia, Ex. 1003 ¶¶ 61–62, 66–67). Contrary to Patent Owner’s contentions, Petitioner provides a showing of a motivation to use, in the resulting combination, both Martyn’s menu and its mechanism for calling the menu. Pet. 15–17 (citing Ex. 1003 ¶¶ 49–53, 63); Ex. 1067 ¶ 21. We credit Dr. Cockburn’s supported testimony of the motivation for the combination Petitioner proposes, using the teachings of Martyn identifying its App Snapshot called through a press-and-hold as allowing a user access to multiple options pertaining to one application at one time in one menu, for ease and speed of navigation. Pet. 15–18; Ex. 1003 ¶¶ 61, 63 & n.3, 68 (citing Ex. 1005 ¶¶ 4–8, 15); Ex. 1067 ¶¶ 20, 21. Additionally, we credit Dr. Cockburn’s testimony regarding the analogousness of the touch-and-hold mechanism to trigger the menu to the press-and-hold trigger for the menu in Martyn, which Patent Owner criticizes as unsubstantiated (PO Sur-reply 18) but we find to be supported by record evidence. Pet. 16 (citing Ex. 1003 ¶¶ 49–53, 63); Reply Br. 17 (citing Ex. 1067 ¶¶ 16–22), 20 (citing Ex. 1067 ¶¶ 30) ; Ex. 1003 ¶¶ 53 (citing, inter alia, Ex. 1022 ¶ 183), 63 & n.3.” slip op. at 18

  Patent outcomesUS 10,656,758 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 10,656,758
• Apple Inc. v. Smith Interface Technologies, LLCSome claims unpatentable
  PTAB · Jan 8, 2026 · IPR2024-01091 · APJ Jameson Lee · IPR · Final written decision

  Claims 30 and 62 are unpatentable over the respective Kim and Burrough combinations; claims 1, 32, 34, and 64 were not shown unpatentable because the cited gestures lacked a common starting point.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “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. 10. We continue to adopt Petitioner’s stated level of ordinary skill in the art.3 C.” slip op. at 11

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

    “gesture” must refer back to the same gesture reflects the plain meaning of the claim language. In each independent claim, the structure and usage of the language in dispute are the same. Only one gesture detection is recited, and there is no language reasonably indicating repetition or reiteration of detection for any reason at any time. Patent Owner’s position that to meet “the gesture” recitations, prior art “gestures” must all share a common starting point also makes sense and is appropriate. The same gesture must start from the same starting point or else it is not the same gesture. Specifying the understanding this way avoids treating two similar gestures as the same gesture, if they have different starting points. For instance, two taps may be the same in every way, except for their starting points. They are not the same gesture in the context of these claims.” slip op. at 19

  • Expert testimonyOther

    “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. 10. We continue to adopt Petitioner’s stated level of ordinary skill in the art.3 C.” slip op. at 11

  • BurdenNot shown unpatentable

    “Neither the tap-and-hold gesture in the bottom path of Kim’s Figure 7 nor the “long press input” and “long press event” of Kim such as that shown in Kim’s Figure 5 is the double-tap gesture Petitioner relies on to satisfy limitation [1.f]. Neither has been shown to have a common starting point with the double tap. Thus, Petitioner’s showing is inadequate. Limitation [1.i] recites: [1.i] when the magnitude of the duration of the gesture being detected on the touch screen on the object is greater than a second magnitude threshold, perform another operation. Pet. v. Petitioner explains: Kim teaches or renders [1.i] obvious. APPLE-1003, ¶62. Kim further describes “another operation” that is performed when the magnitude of the duration of the gesture is greater than a second magnitude threshold—specifically, a minimum threshold to be deemed an intentional touch. Specifically, Kim explains that, “[i]f detecting a user gesture, namely, if receiving an input event from a user through the touch screen, the mobile device determines the type of an input event.” APPLE-1004, [0053]. Kim states that, “[i]f an interrupt is not a request for the activation of the zoom mode as the result of determination in step 205, the mobile device can perform some action in connection with an interrupt (step 207),” shown in Figure 2a below. APPLE- 1004, [0050], FIG. 2a; APPLE-1003, ¶63. [Figure 2A of Kim is a flow diagram of a method for a touch-based control in a zoom mode (Ex. 1004 ¶ 20)] Kim additionally explains that if the mobile device determines that a detected user gesture does not correspond to any particular input event, “the mobile device disregards the received input event.” APPLE-1004, [0053]. Based on Kim’s disclosure of “disregarding” a received input, a POSITA would have understood that, for the detected interrupt (step 203) to be sufficient to cause the mobile device to “perform other action” (step 207), a magnitude greater than a minimum threshold value (e.g., the minimum threshold of an intentional user input) is relied upon, or rendered obvious, by Kim. APPLE-1004, FIG. 2a; APPLE-1003, ¶64. Thus, when the magnitude of the gesture is greater than a second magnitude threshold, the device “performs other action” (e.g., display requested menu). APPLE- 1004, [0050], FIG. 2a; APPLE-1003, ¶64. A POSITA would have understood that such an interrupt would be caused by a gesture that is longer in duration than the second threshold (as necessary to avoid the gesture from being disregarded), shorter than the duration necessary for a long press threshold, and a different gesture than a double tap gesture. APPLE-1003, ¶64. Pet. 24–26. As explained by Petitioner, the interrupt gesture relied on by” slip op. at 40

  Patent outcomesUS 10,936,114 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,936,114
• Apple Inc. v. Smith Interface Technologies, LLCNo claims unpatentable
  PTAB · 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 unpatentable
  Claim construction§ 103 obviousnesscites Phillips
  Patents in suitUS 10,725,581
• Apple Inc. v. Smith Interface Technologies, LLCSome claims unpatentable
  PTAB · Jan 2, 2026 · IPR2024-01087 · APJ Jameson Lee · IPR · Final written decision

  Claims 1–4, 6, 7, 10–13, 15–17, 19, 20, 23–26, 29, 32–35, 37, 38, and 40–42 are unpatentable under §103; the remaining challenged claims were not shown unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “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. 8. We continue to adopt Petitioner’s stated level of ordinary skill in the art.9 C.” slip op. at 8

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner

    “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. 3. Patent Owner agrees that “no formal constructions of any claim terms are necessary.” PO Resp. 7. We agree with the parties that no express construction of any claim term is necessary.” slip op. at 9

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

    “First, we find that Hackborn clearly discloses an embodiment in which swiping the finger, not just mere contact without motion (i.e., a tap), moves the blades of grass in the background wallpaper. Hackborn explicitly states: “In the example shown in FIG. 1, a user is swiping her finger across a touch-sensitive display screen of the computing device. In response, the blades of grass 105 displayed in the area of the screen swiped by the user are caused to bend or sway as if contacted by the user’s finger during the swipe.” Ex. 1004 ¶ 28. Because this description expressly refers to “swiping” or moving the finger “across” the display screen, it does not encompass a mere tap, or contact by the user that does not move on the display screen. If a single-tap-contact embodiment for moving the blades of grass in the background wallpaper is disclosed, it would be in an embodiment different from the swiping embodiment. Here, Petitioner is relying only on the swiping embodiment for moving the blades of grass in the background wallpaper. Thus, we disagree with Patent Owner that Hackborn discloses no need to distinguish a tap from a swipe. We find that in the swipe embodiment, it is important to distinguish a tap from a swipe, and thus there is reason, as Petitioner contends, for one of ordinary skill in the art to look to Westerman for implementation details on how to make such a distinction. Specifically, for recognizing a swipe from a tap, Westerman describes determining whether the finger path displacement exceeds a predetermined threshold (Ex. 1005 ¶¶ 19, 61), and examining the initial velocity of the contact at contact’s touchdown (Ex. 1005 ¶¶ 19, 62). As for Patent Owner’s noting that in several instances Hackborn generally refers to a user’s finger contacting items on the wallpaper, that does not undermine Petitioner’s positions, because in the “swipe” embodiment, the referenced contact would be a swipe, and not a single tap without any motion of the finger.” slip op. at 17

  • Strike new argumentNew argument disregardedDecided for patent owner

    “Pet. 39. This reasoning is unpersuasive. The reference in claims 17, 37, and 38 to “the at least some of the plurality of images” identifies the at least some of the plurality of images first recited in claim 1 on which claim 17 depends, and the at least some of the plurality of images first recited in claim 23 on which claims 37 and 38 depend. According to independent claims 1 and 23, however, the displaying in sequence of the at least some of the plurality of images must be based in part on the magnitude of the first contact. Pet. vii–vii, xiv. The social networking posts and images contained therein images, identified by Petitioner as being displayed in sequence by automatically moving one-by-one, have not been shown by Petitioner as being displayed based in part of the magnitude of the user contact, as Patent Owner correctly notes. PO Resp. 32–35. In its Reply, Petitioner attempts to change its reasoning for claims 17, 37, and 38 by shifting to rely on the background wallpaper of grass swaying in response to user swiping. Reply 13–14. This shift in reliance is a belated new argument and not entitled to consideration. We decline to consider it. Accordingly, Petitioner has not proved by a preponderance of the evidence that claims 17, 37, and 38 would have been obvious over Hackborn and Westerman. E.” slip op. at 27

  Patent outcomesUS 10,656,755 mixed
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,656,755
• Apple Inc. v. Smith Interface Technologies, LLCNo claims unpatentable
  PTAB · 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 unpatentable
  Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,649,580
• Orca Security Ltd. v. Wiz, Inc.Instituted
  PTAB · 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 · Graham
  Patents in suitUS 11,929,896
• Orca Security Ltd. v. Wiz, Inc.Instituted
  PTAB · 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 · Graham
  Patents in suitUS 12,003,529
• Orca Security Ltd. v. Wiz, Inc.Institution denied
  PTAB · Dec 15, 2025 · IPR2025-01083 · APJ Nabeel U Khan · IPR · Institution

  The Board denied institution because Petitioner did not show a reasonable likelihood that Shivamoggi disclosed the required natural-language list of abnormal connections, including for the dependent-claim grounds.

  RulingsInstitution decision

  • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

    “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 not demonstrated a reasonable likelihood of prevailing on at least one of the challenged claims of the ’554 patent. We do not institute inter partes review as to the challenged claims of the ’554 patent.” 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, with at least two years of experience in the field of cybersecurity.” Pet. 6 (citing Ex. 1003 ¶ 49). Petitioner further argues that “additional education or experience might substitute for these requirements.” Id. Patent Owner does not contest Petitioner’s proposed definition of a POSITA at this stage of the proceeding. See generally, Prelim. Resp. For purposes of this Decision, we adopt Petitioner’s proposed level of ordinary skill because it is consistent with the level of skill in the art at the time of the invention as reflected by the ’554 patent and the cited prior art.” slip op. at 7

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

    “Petitioner asserts that “no claim terms need to be construed to resolve any issues in controversy in the Petition.” Pet. 7 (citing Wellman, Inc. v. Eastman Chem. Co., 642 F.3d 1355, 1361 (Fed. Cir. 2011)). Patent Owner asserts that “[n]o constructions are necessary to deny institution because denial is warranted for numerous reasons that do not depend on claim construction, as further detailed below.” Prelim. Resp. 2. We determine that, at this stage of the proceeding, no explicit constructions are required to resolve the dispute between the parties.” slip op. at 8

  • BurdenNot shown unpatentable

    “Having reviewed the record presently before us, we agree with Patent Owner. Limitation 1[d] requires generating “insights, wherein the generated insights include at least a list of abnormal connections between the identified network objects.” The ʼ554 patent states that “[n]etwork insights are natural-language representations of aspects of the network graph.” 1 Ex. 1001, 10:15–17. Petitioner acknowledges that the recited “insights” are “natural-language representations.” Pet. 26 (citing Ex. 1001, 10:16–18). Dr. Easttom also agrees that insights are natural-language representations. Ex. 1003 ¶ 100 (testifying that “Shivamoggi’s insights are provided to the user as textual descriptions (i.e. natural-language representations).”). As an 1 The parties do not address whether the “wherein” clause of limitation 1[d] runs afoul of the printed matter doctrine. “[T]he petition must set forth . . . . [h]ow the challenged claim is to be construed.” 37 C.F.R. § 42.104. Even though “insights” are described in the ʼ554 patent as “natural-language representations of aspects of the network graph” (Ex. 1001, 10:15–17), Petitioner does not construe “insights, wherein the generated insights include at least a list of abnormal connections between the identified network objects,” as “printed matter” that may be disregarded because it is “not functionally related to the substrate.” See Praxair Distribution, Inc. v. Mallinckrodt Hosp. Prods. IP Ltd., 890 F.3d 1024, 1032 (Fed. Cir. 2018) (“‘Where the printed matter is not functionally related to the substrate, the printed matter will not distinguish the invention from the prior art in terms of patentability.’. . . For example, in In re Ngai, 367 F.3d 1336, 1339 (Fed. Cir. 2004) there was no functional relationship between claimed instructions and a diagnostic kit, as the instructions ‘in no way depend[ed] on the kit, and the kit [did] not depend on the’ instructions.” (quoting Ngai, 367 F.3d 1336, 1339 (Fed. Cir. 2004)). Because the parties have not addressed it, we decline to consider if the printed matter doctrine applies here. “virtual machine one to load balancer five, where port eighty is routed to port 1337 on virtual machine one, then from load balancer five to firewall two, where port eighty of firewall two is open, then from firewall two to subnet sixteen, where subnet sixteen has a network address of 10.0.1.0/24, then from subnet sixteen virtual network ten, where virtual network ten has a network address of 10.0.0.0/16, then from virtual network ten to virtual network eleven, via peering connection twelve, where peering connection twelve includes a routing rule to virtual network twelve, specifying virtual network twelve's network address, where virtual network twelve's network address is 172.31.0.0/16.” Ex. 1001, 10:31–45 (quotation marks in original). This example illustrates that an insight is provided in natural-language, or textual, format, consistent with the description of an insight in the ʼ554 patent and the testimony of Dr. Easttom. The limitation, which recites “the generated insights include at least a list of abnormal connections,” therefore requires generating a naturallanguage representation of a list of abnormal connections.” slip op. at 18

  Claim constructioncites Phillips · KSR · Graham
  Patents in suitUS 11,722,554

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.