• Klipsta Pty Ltd v. Lindsay AlbaneseSome claims unpatentable
  PTAB · Jul 10, 2026 · IPR2025-00346 · APJ Annette R Reimers · IPR · Final written decision

  Claim 16 is unpatentable as obvious over the asserted grounds; claims 1–15, 17, and 18 were not shown unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995). Petitioner contends that a person having ordinary skill in the art at the time of the invention (“POSITA”) “would be a regular consumer/shopper with a rudimentary knowledge of the use of magnetic clips and a basic understanding of clip construction.” Pet. 13. We find that the ’047 patent and the cited prior art references reflect the appropriate level of skill at the time of the claimed invention and that the level of skill reflected in these references and in the ’047 patent is consistent with the definition of a person of ordinary skill in the art proposed by Petitioner. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 10

  • BurdenMixed

    “Petitioner’s mapping of the components of KR ’458’s fastening device is insufficient. Although Petitioner maps the center line of fastening member 115 to the recited second end, Petitioner fails to adequately map the recited first end of the second strap or explain why one of skill in the art would consider the second ferromagnetic member (convex member 117) to be disposed at the first end of the second strap as required by claim 1. that the first end is “upward to connector 117.” Pet. 24. This is not the end of the second strap. As discussed above, the end of the second strap wraps around rectangular ring 210 and is then secured to itself.7 Connector 117 is positioned below the true end of the strap, more in the middle of this segment of the strap. In other words, Petitioner arbitrarily defines the strap as only the portion of hat holder 110 between the center line and connector 117, in contradiction to what KR ’458 actually discloses. Nowhere does Petitioner explain why connector 117 is disposed at the first end of the second strap. Neither does Petitioner explain why we should disregard the true end of the strap, nor why one of skill in the art would consider only a middle portion of the strap to be the second strap. Thus, Petitioner has not satisfied its burden in this regard. Therefore, Petitioner has not shown that KR ’458 discloses “a second strap having a first end and a second end, the second strap joined to the first strap,” with “a second ferromagnetic member disposed at the first end of the second strap.” For the foregoing reasons, we determine that a preponderance of the evidence does not support that claim 1 is anticipated by KR ’458.” slip op. at 23

  • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed petitioner constructionDecided for petitioner

    “The ’047 patent discloses that in addition to being separate straps, the rear strap and the front strap “can be formed from a single piece of material.” Ex. 1001, 3:40–44, 5:24–32, 10:18–25. In particular, Figures 5A–5B of the ’047 patent illustrate rear strap 510 and front strap 520 as being “formed from a single piece of material that is folded approximately in half where a first half can be the rear strap 510 and a second half can be the front strap 520.” Id. at 10:18–21, Figs. 5A–5B. Indeed, Patent Owner acknowledges “[i]t should be noted that forming the first and second straps from a single piece of material is well within the scope of the claimed invention.” Ex. 1007, 5 (citing the ’047 patent at 3:37–44). Moreover, we note the positions taken by the parties are consistent with the fact that claim second strap are formed from a single folded strap.” Ex. 1001, 14:47–48. We, therefore, adopt Petitioner’s construction of “the second strap joined to the first strap” to include “a single piece of material.”” slip op. at 11

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

    “Petitioner’s construction of a “hook” to include a “structure that serves to attach the hat holder to another object” is based on function, rather embodiments in the Specification of the ’047 patent. Although strap-style hook 340 of Figures 3A–3C is a flexible component rather than a more rigid component like hook 140 shown in Figures 1A–1C , both can be considered types of hooks. All of the embodiments, whether rigid or flexible, can be considered to have a hook-like structure when serving the function of attaching the hat holder to another object. Petitioner’s proposed construction would render the term “hook” meaningless, as various types of structures could be used to attach the hat holder to another object, that would not reasonably be considered to be a “hook.” For example, a snap, safety pin, ring, or button could be used to attach a hat holder to another object. Petitioner’s identification of different embodiments in the ’047 patent of hook-like structures does not show why one of skill in the art would consider almost any structure to be considered a “hook.” We, therefore, reject Petitioner’s construction of a “hook” as a “structure that serves to attach the hat holder to another object.” “wherein the first strap and the second strap are configured to retain a” slip op. at 12

  Patent outcomesUS 10,413,047 mixed
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 10,413,047
• Apple Inc. v. Smart Mobile Technologies LLCSome claims unpatentable
  PTAB · Jun 3, 2026 · IPR2022-00981 · APJ Jameson Lee · IPR · Remand

  On remand, claims 8–11, 13, 17, and 19 were held unpatentable over Rautiola, Regnier, and Sainton; claim 15 was not shown unpatentable.

  RulingsRemand decision

  • RemandMixed

    “8–11, 13, 15, 17, and 19, and remanded “for consideration of the patentability of those claims.” Id. at 14. We understand both the reversal and vacature are with respect to Ground 1 of alleged unpatentability, not Ground 2, because the Federal Circuit’s decision did not discuss anything relating to Ground 2. Paper 43. The parties agreed. Paper 44. In this remand proceeding, neither party requested the filing of additional briefing or evidence. In a telephone conference call, both parties expressed agreement with the Board (1) that “there is no issue regarding collateral estoppel or issue preclusion with respect to dependent claims 8– 11, 13, 15, 17, and 19, and (2) that the remand proceeding would not involve the Board revisiting any matter or issue concerning alleged obviousness of claims 1, 8, 9, 11, 13, 17, and 19 over Ground 2.4 Papers 43, 44. The parties also agreed that the remand proceeding would only involve the Board reviewing the alleged obviousness of dependent claims 8–11, 13, 15, 17, and 19 as obvious over Rautiola, Regnier, and Sainton. Id. We have authority to conduct this inter partes review under 35 U.S.C. § 6. This Final Written Decision on Remand is issued pursuant to 35 U.S.C. § 318(a) and 37 C.F.R. § 42.73. On the record before us, which is the same as the record before us at the time we issued the first final written decision (Paper 34), we determine that Petitioner has proved by a preponderance of the evidence that claims 8– 11, 13, 17, and 19, but not claim 15, of the ’936 patent are unpatentable over Rautiola, Regnier, and Sainton.” slip op. at 3

  • Expert testimonyPetitioner expert creditedDecided for patent owner

    “5. Petitioner’s Request to Discredit Dr. Cooklev’s Declaration Petitioner makes several arguments discrediting Dr. Cooklev’s declaration (Ex. 2031) and asserts that Dr. Cooklev’s declaration should be accorded little to no weight. Reply 13–14. We have already considered and rejected this request in the Final Written Decision issued on November 7, 2023. Paper 34, 21–23. Our reasoning need not be reiterated here. Petitioner does not persuade us that Dr. Cooklev’s declaration testimony should be accorded little to no weight.” slip op. at 15

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Patent Owner does not dispute Petition’s definition of level of ordinary skill. See generally PO Resp. Patent Owner’s expert, Dr. Cooklev, accepts Dr. Kotzin’s proposed level of ordinary skill in the art. Ex. 2031 ¶ 24. We adopt Petitioner’s proposal regarding the level of ordinary skill in the art. This level of ordinary skill in the art is supported by the testimony of Dr. Kotzin (Ex. 1003 ¶¶ 20–22) and is consistent with the level reflected in the ’936 patent and the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 9

  • Obviousness (§103) › Analogous artAnalogous artDecided for petitioner

    “only when it is analogous to the claimed invention.” Airbus S.A.S. v. Firepass Corp., 941 F.3d 1374, 1379 (Fed. Cir. 2019). A prior art reference constitutes analogous art if it is “from the same field of endeavor” or “reasonably pertinent to the particular problem with which the inventor is involved.” In re Bigio, 381 F.3d 1320, 1325 (Fed. Cir. 2004). The petitioner bears the burden of establishing that a reference is analogous art. See Sanofi-Aventis Deutschland GmbH v. Mylan Pharms. Inc., 66 F.4th 1373, 1377 (Fed. Cir. 2023).” slip op. at 16

  Patent outcomesUS 8,472,936 mixed
  § 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 8,472,936
• Mobileye Global, Inc. / ZF Active Safety And Electronics US LLC v. Facet Technology Corp.Some claims unpatentable
  PTAB · Jan 23, 2026 · IPR2025-00749 · APJ Sean P O’Hanlon · IPR · Final written decision

  Claims 1–4 and 8–13 are unpatentable as obvious over Gallagher and Schofield; claims 5–7 and 14–16 were not shown unpatentable on the asserted combinations.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “skilled artisan would have, with Petitioner contending four years and Patent Owner contending two years. Patent Owner’s witness, Dr. Papanikolopoulos, does not provide an explanation for his opinion or support his definition of the level of ordinary skill with citations to evidence. See Ex. 2023 ¶ 57 (“In my opinion, [Petitioner’s definition] is an excessive level of ordinary skill in the art, and I believe instead [an ordinarily skilled artisan] would more likely have two years of experience rather than four years.”). On the other hand, Petitioner’s witness, Dr. Thorpe, does provide an explanation for his opinion, explaining that his assertion that four years of experience is required is based on the state of the art, typical undergraduate curricula, and his supervision of doctoral students. Ex. 1030 ¶ 21. Based on the arguments presented and the cited references, we find Petitioner’s definition of the level of ordinary skill reasonable and for purposes of this Decision, adopt it as our own. We note that we would reach the same conclusions under either proposed standard.” slip op. at 11

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

    “As a general rule, unless the steps of a method claim actually recite an order, the steps are not ordinarily construed to require one.” Mformation Techs., Inc. v. Rsch. in Motion Ltd., 764 F.3d 1392, 1398 (Fed. Cir. 2014) (citation modified). “However, a claim requires an ordering of steps when the claim language, as a matter of logic or grammar, requires that the steps be performed in the order written, or the specification directly or implicitly requires an order of steps.” Id. (cleaned up). “[O]rdinarily in process claims steps taken concurrently are the equivalent of steps taken successively.” In re White, 39 F.2d 974, 975 (CCPA 1930); see also Cybersettle, 243 F. App’x. at 609 (finding “the step of calculating the differences between demands and offers can occur concurrently with the [next enumerated step of] receipt of multiple demands and offers” and “the testing step of ‘determining whether any of the differences fall within the predetermined settlement range’ may occur concurrently with the receipt and comparison of the bids” (citation modified)). This is especially true here, given that the recitations at issue are functional language in an apparatus (system) claim. We further agree with Petitioner that the ’328 patent discloses such concurrent performance of these steps: Either concurrent with or subsequent to the identification of road signs 30 and generation of asset management database 24, the computer processor 22 evaluates that portion 32 of each video frame or image that depicts a road sign 30 to determine a set of color values 40, 42 for each of a plurality of colors on the road sign 32. A retroreflectivity value is generated for each color portion 34, 36 on each frame of the tagged videostream 20 containing the road sign 30 that represents a different color value 40, 42. slip op. at 13

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

    “Petitioner is correct to the extent that it need not show that “the features of [Schofield] may be bodily incorporated into the structure of [Gallagher],” but Petitioner must prove that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention.” Allied Erecting, 825 F.3d at 1381. For claim 9, Petitioner proposes to modify Gallagher’s system to use “Schofield’s determination of a light source’s location within a field of view” in Gallagher’s system. Pet. 23. Thus, Petitioner’s combination does not require the combination of Gallagher’s and Schofield’s sensors into a single system, and Patent Owner’s “sensor fusion” argument is inapposite. See Tr. 48:8–49:6 (Patent Owner’s counsel confirming that the problem of “sensor fusion” stems from combining disparate sensors in a single system). As noted above, Schofield teaches considering the relative location of the light source in determining whether the light source is from headlights or taillights (that is, an object of interest). See Ex. 1006, 9:26–35. We are persuaded that an ordinarily skilled artisan would be motivated to use this teaching in Gallagher’s device to help distinguish between road markers that are arranged side-by-side and have a reasonable expectation of success in doing so. See Ex. 1005 ¶ 40; Ex. 1003 ¶¶ 77 (“[An ordinarily skilled artisan] would have seen Schofield’s determination of a light source’s location within the field of view as advantageous because it would have allowed Gallagher’s computer to associate the measured reflectance level with the appropriate road marker.”), 79 (“[I]mplementing this determination would have required [an ordinarily skilled artisan] to implement only conventional techniques of image processing (identifying a location of a particular pixel within an array), which was well known by [an ordinarily skilled artisan], to predictably yield the result of the location within a field of view indicating an intensity value associated with a road marker. Given that Schofield and Gallagher disclose similar types of arrays, this combination would have merely required the use of Schofield’s known technique to improve Gallagher’s similar device in the same way.”).” slip op. at 30

  • Obviousness (§103) › Analogous artNon analogous artNot shown unpatentable

    “A reference qualifies as prior art for a determination under § 103 when it is analogous to the claimed invention. In re Clay, 966 F.2d 656, 658 (Fed. Cir. 1992). Two separate tests define the scope of analogous prior art: (1) whether the art is from the same field of endeavor, regardless of the problem addressed, and (2) if the reference is not within the field of the inventor’s endeavor, whether the reference still is reasonably pertinent to the particular problem with which the inventor is involved. In re Bigio, 381 F.3d 1320, 1325 (Fed. Cir. 2004) (citing In re Deminski, 796 F.2d 436, 442 (Fed. Cir. 1986)).” slip op. at 49

  Patent outcomesUS 9,671,328 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 9,671,328
• Mobileye Global, Inc. / ZF Active Safety And Electronics US LLC v. Facet Technology Corp.Some claims unpatentable
  PTAB · Jan 23, 2026 · IPR2024-01111 · APJ Sean P O’Hanlon · IPR · Final written decision

  Claims 1–4 and 8–13 are unpatentable as obvious over Gallagher and Schofield; claims 5–7 and 14–16 were not shown unpatentable on the asserted grounds.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “The parties disagree only on the length of experience an ordinarily skilled artisan would have, with Petitioner contending four years and Patent Owner contending two years. Patent Owner’s witness, Dr. Papanikolopoulos, does not provide an explanation for his opinion or support his definition of the level of ordinary skill with citations to evidence. See Ex. 2023 ¶ 57 (“In my opinion, [Petitioner’s definition] is an excessive level of ordinary skill in the art, and I believe instead [an ordinarily skilled artisan] would more likely have two years of experience rather than four years.”). On the other hand, Petitioner’s witness, Dr. Thorpe, does provide an explanation for his opinion, explaining that his assertion that four years of experience is required is based on the state of the art, typical undergraduate curricula, and his supervision of doctoral students. Ex. 1030 ¶ 21. Based on the arguments presented and the cited references, we find Petitioner’s definition of the level of ordinary skill reasonable and for purposes of this Decision, adopt it as our own. We note that we would reach the same conclusions under either proposed standard.” slip op. at 11

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITANo construction needed

    “As a general rule, unless the steps of a method claim actually recite an order, the steps are not ordinarily construed to require one.” Mformation Techs., Inc. v. Rsch. in Motion Ltd., 764 F.3d 1392, 1398 (Fed. Cir. 2014) (citation modified). “However, a claim requires an ordering of steps when the claim language, as a matter of logic or grammar, requires that the steps be performed in the order written, or the specification directly or implicitly requires an order of steps.” Id. (cleaned up). “[O]rdinarily in process claims steps taken concurrently are the equivalent of steps taken successively.” In re White, 39 F.2d 974, 975 (CCPA 1930); see also Cybersettle, 243 F. App’x. at 609 (finding “the step of calculating the differences between demands and offers can occur concurrently with the [next enumerated step of] receipt of multiple demands and offers” and “the testing step of ‘determining whether any of the differences fall within the predetermined settlement range’ may occur concurrently with the receipt and comparison of the bids” (citation modified)). This is especially true here, given that the recitations at issue are functional language in an apparatus (system) claim. We further agree with Petitioner that the ’328 patent discloses such concurrent performance of these steps: Either concurrent with or subsequent to the identification of road signs 30 and generation of asset management database 24, the computer processor 22 evaluates that portion 32 of each video frame or image that depicts a road sign 30 to determine a set of color values 40, 42 for each of a plurality of colors on the road sign 32. A retroreflectivity value is generated for each color portion 34, 36 on each frame of the tagged videostream 20 containing the road sign 30 that represents a different color value 40, 42. Ex. 1001, 5:52–60. Thus, the ’328 patent discloses concurrently detecting objects of interest (road signs) and determining whether the object of interest has a particular color value. slip op. at 13

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

    “Petitioner is correct to the extent that it need not show that “the features of [Schofield] may be bodily incorporated into the structure of [Gallagher],” but Petitioner must prove that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention.” Allied Erecting, 825 F.3d at 1381. For claim 9, Petitioner proposes to modify Gallagher’s system to use “Schofield’s determination of a light source’s location within a field of view” in Gallagher’s system. Pet. 23. Thus, Petitioner’s combination does not require the combination of Gallagher’s and Schofield’s sensors into a single system, and Patent Owner’s “sensor fusion” argument is inapposite. See Tr. 48:8–49:6 (Patent Owner’s counsel confirming that the problem of “sensor fusion” stems from combining disparate sensors in a single system). As noted above, Schofield teaches considering the relative location of the light source in determining whether the light source is from headlights or taillights (that is, an object of interest). See Ex. 1006, 9:26–35. We are persuaded that an ordinarily skilled artisan would be motivated to use this teaching in Gallagher’s device to help distinguish between road markers that are arranged side-by-side and have a reasonable expectation of success in doing so. See Ex. 1005 ¶ 40; Ex. 1003 ¶¶ 77 (“[An ordinarily skilled artisan] would have seen Schofield’s determination of a light source’s location within the field of view as advantageous because it would have allowed Gallagher’s computer to associate the measured reflectance level with the appropriate road marker.”), 79 (“[I]mplementing this determination would have required [an ordinarily skilled artisan] to implement only conventional techniques of image processing (identifying a location of a particular pixel within an array), which was well known by [an ordinarily skilled artisan], to predictably yield the result of the location within a field of view indicating an intensity value associated with a road marker. Given that Schofield and Gallagher disclose similar types of arrays, this combination would have merely required the use of Schofield’s known technique to improve Gallagher’s similar device in the same way.”).” slip op. at 30

  • Expert testimonyPatent owner expert discountedOther

    “The parties disagree only on the length of experience an ordinarily skilled artisan would have, with Petitioner contending four years and Patent Owner contending two years. Patent Owner’s witness, Dr. Papanikolopoulos, does not provide an explanation for his opinion or support his definition of the level of ordinary skill with citations to evidence. See Ex. 2023 ¶ 57 (“In my opinion, [Petitioner’s definition] is an excessive level of ordinary skill in the art, and I believe instead [an ordinarily skilled artisan] would more likely have two years of experience rather than four years.”). On the other hand, Petitioner’s witness, Dr. Thorpe, does provide an explanation for his opinion, explaining that his assertion that four years of experience is required is based on the state of the art, typical undergraduate curricula, and his supervision of doctoral students. Ex. 1030 ¶ 21. Based on the arguments presented and the cited references, we find Petitioner’s definition of the level of ordinary skill reasonable and for purposes of this Decision, adopt it as our own. We note that we would reach the same conclusions under either proposed standard.” slip op. at 11

  Patent outcomesUS 9,671,328 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 9,671,328
• Weatherford U.S., L.P v. Halliburton Energy Services, Inc.Some claims unpatentable
  PTAB · Dec 9, 2025 · IPR2024-00990 · APJ Brent M Dougal · IPR · Final written decision

  Claims 11–12 and 14–20 are unpatentable; claims 1–10 and 21–23 are not shown unpatentable. Substitute claims 29–37 are unpatentable, and the motion to amend is denied as to them.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “The level of skill is uncontested. Patent Owner adopts the level of skill identified by Petitioner as: [at] the time of the alleged invention in 2018, a POSITA[2] would have had a B.S. degree in mechanical or petroleum engineering or a similar technical discipline, with at least five years of experience in oil or gas well drilling, completion, and/or subsurface production operations or in technical support of such operations including at least some experience in unconsolidated formations utilizing sand control methods and means. Also,” slip op. at 8

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

    “on embodiments of Yeh with concentric sand screens having nine shunt tubes (six transport tubes and three packing tubes) (Yeh Figures 4A–B) and eccentric sand screens with four shunt tubes (two transport tubes and two packing tubes) (Yeh Figures 8A, 8C). See Pet. 32–37, 39, 41–43. Yet, Petitioner’s reasoning as to why “a higher-pressure shunt tube assembly necessitated greater wall thickness” rests on an unspoken one to one comparison between the shunt tubes of the different systems. See id.; see also Ex. 1003 ¶¶ 291–297 (Petitioner’s declarant comparing possible transport tubes of different pressure regions without considering or addressing any difference in the number of transport tubes). However, the embodiments relied on by Petitioner have different numbers of shunt tubes, and thus the greater wall thickness does not appear to be “necessitated” in the way inferred by Petitioner. Further, Petitioner’s analysis would seem to be most appropriate when comparing two concentric sand screens for different pressure regions, or two eccentric sand screens for different pressure regions. relies on Yeh’s teachings related to a horizontal well bore of 5000 feet for the “concentric screen → crossover tool → eccentric screen” arrangement, as well as, for why the concentric screen needs to be rated for a high pressure. Pet. 32–37, 39, 41–43. Petitioner also refers to these features for why one of skill in the art would combine the teachings of Yeh and Yeh2. Id. at 32. However, on cross-examination, Petitioner’s declarant agreed that it is concentric sand screens having a 6x3 shunt tube design that would provide the noted benefits of being rated for a higher pressure and being more robust (as relied on in the Petition), as compared to eccentric sand screens. Ex. 2013, 42:20–43:8; Sur-reply 4–5. This also exposes another issue with Petitioner’s arguments. Though Petitioner identifies that one of skill in the art would be aware that material choice, wall thickness, and pipe diameter all impact burst pressure of a pipe (Pet. 42 (citing Ex. 1017, 24 (Equation (14))), the Petition essentially ignores the fact that the claims do not require a single pipe in isolation. The claims require two shunt tube assemblies, each surrounding a base pipe within a wellbore. It is uncontested that a wellbore provides a confined space for such a system and thus any change in wall thickness of one pipe can result in a significant impact in the function of the other pipes. We find the testimony of Petitioner’s declarant (see, e.g., Ex. 1003 ¶¶ 290–297) unpersuasive when discussing wall thickness because it focusses on basic considerations of a standalone pipe, without sufficient consideration of the claimed completion assembly with its required pipe and tube structure. PO Resp. 20–26.” slip op. at 17

  • Strike new argumentNew argument disregardedDecided for patent owner

    “In response to Patent Owner’s argument concerning Yeh’s embodiments relied on in the Petition, Petitioner argues for the first time that Patent Owner’s declarant “conceded, Yeh discloses that both concentric and 47:19–48:21). Petitioner does not provide a citation to Yeh or a citation to where the Petition relies on the same number of shunt tubes between concentric and eccentric screens. The deposition cited by Petitioner discusses Yeh at column 16, lines 26 through 35. However, the Petition does not cite or rely on these teachings of Yeh. Thus, we decline to consider this late argument.4 See 35 U.S.C. § 312(a)(3) (requiring the petition to identify “with particularity . . . the grounds on which the challenge to each claim is based, and the evidence that supports the grounds”); 37 C.F.R. § 42.104(b)(5).” slip op. at 18

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

    “Thus, we agree with Petitioner that the combination of Yeh and Yeh2 teaches determining the shunt tube system operating pressures associated with the distal end of the production zone, but also more generally, determining the operating pressures along the entire production zone. With this knowledge of the system operating pressures, Petitioner argues that one of skill in the art would have selected eccentric screens for the distal end of the production zone “at any point at which the slurry pressure dropped below the pressure capacity of the eccentric screen shunt tubes.” Pet. 66 (citing Ex. 1005, 30:16–20; Ex. 1003 ¶ 388). In other words, knowing that the pressure decreases as you approach the toe, Yeh’s low-pressure rated eccentric screens could be used from some point prior to and covering the toe. determined pressure.” PO Resp. 37–38. We disagree. As discussed above, the record supports Petitioner’s position that one of skill in the art would have “understood the need to determine the shunt tube system operating pressure throughout the horizontal wellbore.” Ex. 1003 ¶ 383; see also Pet. 64–65. We find convincing Petitioner’s argument that one of skill with this understanding of the system pressures would select a shunt tube system rated to not only address the distal end, but also to address the needs of the adjacent region, so long as the pressure rating supported such a selection. See Pet. 65–67; Ex. 1003 ¶¶ 385–388.” slip op. at 22

  Patent outcomesUS 11,333,007 mixed
  Claim construction§ 101 eligibility§ 103 obviousness§ 112 disclosurecites Graham
  Patents in suitUS 11,333,007
• Toyota Motor Corp. v. Emerging Automotive LLCSome claims unpatentable
  PTAB · Oct 21, 2025 · IPR2024-00786 · APJ Frances L Ippolito · IPR · Final written decision

  Claims 10, 11, 13–16 were held unpatentable: claims 10, 11, 13, 15, and 16 as anticipated by Xiao, and claim 14 as obvious over Xiao and Singh.

  RulingsFinal written decision

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

    “arguments, we agree with Patent Owner’s proposed construction that requires the server to conduct a compatibility check. We start with the express claim language. Claim 10 recites: determining, by the server, applicable settings for the selected vehicle, the applicable settings being settings that are preferred to be set as identified from the user profile and are compatible with settings that are settable in the selected vehicle. Ex. 1001, 33:10–14 (emphases added). The express claim language requires that the server determine applicable settings. Those applicable settings, determined by the server, must also be compatible with vehicle settings. As such, the plain and ordinary meaning of the claim language expressly requires that the server make a determination of applicable settings that are defined as being compatible with vehicle settings.” slip op. at 14

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner contends that a person of ordinary skill in the art (“POSITA”) at the time of the invention of the ’268 patent “would have had at least a Bachelor’s degree in electrical engineering, computer science, or closely related field, with at least two-to-four-years-experience in cloud services for settings customization, or a Master’s degree in electrical engineering, computer science, or equivalent.” Pet. 12 (citing Ex. 1009 ¶ 82). Patent Owner does not address the level of ordinary skill in the art. See, generally PO Resp. For purposes of this Decision, we adopt Petitioner’s proposal because it is reasonable and consistent with the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art may reflect an appropriate level of skill in the art).” slip op. at 12

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentableNot shown unpatentable

    “However, contrary to Dr. Almeroth’s testimony and Petitioner’s position, Xiao’s server already does not attempt to command vehicles to do things they cannot do. Xiao teaches that server 118 generates commands for command codes that exist and are settable in the vehicle. Ex. 1010 ¶¶ 102– 103. As such, if there is no corresponding automobile setting, then Xiao’s server would not list those command codes for retrieval and would not send a command based on that retrieved command code to control the automobile systems to achieve the operator’s desired settings because that command code is not in the database. Our understanding of Xiao is further supported by Dr. Almeroth’s testimony: By listing them in the table of automobile command code information 606, Xiao shows that there are particular settings compatible with particular automobiles and particular desired settings. Thus, Xiao demonstrates the necessarily present characteristic that certain settings (e.g., commands) are compatible with certain automobiles. Ex. 1009 ¶ 96 (emphases added). We note that Dr. Malek further explains “the nonsensical result achieved by the combination would be that Xiao’s server, at best, in response to the command request issued by the operator, could ‘look up’ a command code to apply a vehicle-specific setting to that automobile 112, only to find that there is ‘none.’” We agree with Dr. Malek that there is a “None” command code in Xiao’s database when Xiao’s database already stores settings that are known to be settable in a specific vehicle per the operator’s preferences. Ex. 2011 ¶ 135. Thus, based on the complete record, we determine that Petitioner has not demonstrated by a preponderance of the evidence that Xiao in combination with Hayashi render claim 10 obvious.” slip op. at 79

  • BurdenNot shown unpatentable

    “Anticipation is not an ipsissimis verbis test, but “[a] claim is anticipated only if each and every element as set forth in the claim is found, either expressly or inherently described, in a single prior art reference.” Verdegaal, 814 F.2d at 631. Petitioner and Dr. Almeroth both acknowledge that Xiao discloses operators on the same account. Pet. 40–41; Ex. 1009 ¶ 170. But Petitioner and Dr. Almeroth do not explain sufficiently how Xiao discloses these operators have sub-user accounts. Petitioner further contends Xiao discloses plurality of accounts. Pet. Reply 18–19 (citing Ex. 1024, 33:1–44:10, 45:22–46:2); Ex. 1010 ¶ 65. Again, Petitioner has not adequately explained how the plurality of accounts includes sub-user accounts because Xiao discloses generally that multiple operators of a vehicle are on the same, single account. Ex. 1010 ¶ 66.” slip op. at 65

  Patent outcomesUS 9,171,268 mixed
  Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
  Patents in suitUS 9,171,268
• Samsung Electronics Co., Ltd. / Samsung Electronics America, Inc. et al. v. Chien-Min SungSome claims unpatentable
  PTAB · Sep 17, 2025 · IPR2024-00535 · APJ George R Hoskins · IPR · Final written decision

  Claims 1–9 and 12–21 are unpatentable over the asserted grounds; claims 10 and 11 were not shown unpatentable because Tsai and Sung ’026 did not establish the required number of working particles.

  RulingsFinal written decision

  • Skill levelOther

    “Level of Ordinary Skill in the Art and Patent Owner’s Motion to Exclude Dr. Shanfield’s Testimony ..................................................... 9 1. Person of Ordinary Skill in the Art Pertaining to the ’802 Patent .................................................................................... 9 2. Patent Owner’s Motion to Exclude Dr. Shanfield’s” slip op. at 2

  • ExcludeMotion to exclude, deniedDenied

    “Level of Ordinary Skill in the Art and Patent Owner’s Motion to Exclude Dr. Shanfield’s Testimony ..................................................... 9” slip op. at 2

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

    “16–18 being obvious over Tsai and Sung ’026 as our own in this Decision. See Pet. 56–62, 70–75. We accordingly conclude a preponderance of the evidence presented here establishes the unpatentability of these claims. Patent Owner has waived any opposition other than his filing date priority arguments discussed above. See Inst. Dec. 78; Paper 15, 10.” slip op. at 106

  • Expert testimonyPatent owner expert creditedPetitioner expert discountedDecided for patent owner

    “concluded: “It is not clear to us, and Dr. Shanfield does not explain persuasively, how Tsai’s disclosure that its ODD has more cutters (i.e., working particles per claim 9) than the conventional BDD leads to his conclusion that all of the diamond particles in the ODD are cutters.” Inst. Dec. 76 (emphasis added). Patent Owner urges us to maintain that conclusion, for various reasons, including testimony from Dr. Tsai. See PO Resp. 49–52; Ex. 2011 ¶¶ 43–47. Patent Owner also reiterates his opposition to Dr. Shanfield’s “extrapolation” from Tsai’s Figures to reach a conclusion as to the total number of diamond grits in the Tsai ODD, including the “working” particles of claims 8, 9, and 12. See id. at 50–51 (citing Ex. 1002 ¶¶ 186–189).” slip op. at 108

  Patent outcomesUS 9,724,802 mixed
  § 103 obviousnesscites KSR · Graham
  Patents in suitUS 9,724,802
• Tesla, Inc. v. Iqar Inc.Some claims unpatentable
  PTAB · Jul 25, 2025 · IPR2024-00545 · APJ Sean P O’Hanlon · IPR · Final written decision

  Claims 1–6, 8–15, 17, and 18 are unpatentable as obvious over Neiss or Neiss and Hirasago; claims 7 and 16 were not shown unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner contends that a person having ordinary skill in the art at the time of the invention (“POSITA”) would have had “a bachelor’s degree in electrical engineering, computer engineering, mechanical engineering (including automotive engineering), civil engineering (transportation systems), physics, or a related field, and at least four years of experience (or the academic equivalent) in the field of transportation systems.” Pet. 2–3. Petitioner contends that “[a]dditional education could substitute for professional experience, and vice versa.” Id. at 3 (citing Ex. 1003 ¶¶ 1–19, 24–26; Ex. 1004). Patent Owner “does not dispute” Petitioner’s definition of the level of ordinary skill. See generally PO Resp. We find Petitioner’s definition to be consistent with the problems and solutions disclosed in the patent and prior art of record, and adopt it as our own for purposes of this Decision. See, e.g., In re GPAC, 57 F.3d at 1579 (approving the determination of the level of ordinary skill in the art by appeal to the references of record).” slip op. at 8

  • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner

    “We disagree with Patent Owner’s interpretation of column 13, lines 40–44 of the ’161 patent to mean that a route may not have both an ending position or an intermediate position, but will have at least one of these positions. See PO Resp. 21. Patent Owner interprets “typically” in “[t]he route used by the power management device typically includes a starting position . . . , an ending position, . . . , and any intermediate positions between the initial and the final positions” to apply to either “an ending position” or “any intermediate positions” (that is, an intermediate destination) but not to both. We see no grammatical reason to limit “typically” in this manner. Rather, the plain meaning of the quoted sentence suggests that, although not typical, a route may not contain an ending position, be that a final position or an intermediate position.” slip op. at 17

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableNot shown unpatentable

    “We agree with Patent Owner that Petitioner has not explained adequately how a driver’s previously driven speed or the speed limit is an efficient speed. Rather than explaining how the Schramm-Clapper system would sum efficient speeds, Petitioner merely asserts that “the set speeds for the energy-optimum route’s segments correspond to a plurality of efficient speeds.” Pet. 78 (emphasis omitted). Petitioner’s witness, Dr. Papanikolopoulos, makes substantially the same assertion. See Ex. 1003 ¶ 263. But neither Petitioner nor its witness explains adequately how a previously driven speed or the speed limit is an efficient speed. Patent Owner presents persuasive arguments as to why these speeds are not efficient. See PO Resp. 32–33 (citing Ex. 2003 ¶¶ 198–204, 208–214). Patent Owner’s contentions are supported by Dr. Hoff’s testimony. See, e.g., Ex. 2003 ¶¶ 211–218. Stated differently, although Petitioner explains how the Schramm-Clapper system would select the best summation of calculated energy values required to travel at selected speeds from among Schramm’s routes, Petitioner has not explained sufficiently how the selected speeds are efficient speeds. For the foregoing reasons, on this record, Petitioner has not shown, by a preponderance of the evidence, that claim 1 or its dependent claims 3 and 6–9 would have been obvious in view of the combination of Schramm and Clapper. Petitioner relies on the same contentions regarding the identical language recited in independent claim 10 (see Pet. 93), and so, for the same reasons, has failed to show, by a preponderance of the evidence, that claim 10 or its dependent claims 12, 13, and 15–18 would have been obvious in view of the combination of Schramm and Clapper.” slip op. at 36

  • Expert testimonyPatent owner expert creditedDecided for patent owner

    “We agree with Patent Owner that Petitioner has not explained adequately how a driver’s previously driven speed or the speed limit is an efficient speed. Rather than explaining how the Schramm-Clapper system would sum efficient speeds, Petitioner merely asserts that “the set speeds for the energy-optimum route’s segments correspond to a plurality of efficient speeds.” Pet. 78 (emphasis omitted). Petitioner’s witness, Dr. Papanikolopoulos, makes substantially the same assertion. See Ex. 1003 ¶ 263. But neither Petitioner nor its witness explains adequately how a previously driven speed or the speed limit is an efficient speed. Patent Owner presents persuasive arguments as to why these speeds are not efficient. See PO Resp. 32–33 (citing Ex. 2003 ¶¶ 198–204, 208–214). Patent Owner’s contentions are supported by Dr. Hoff’s testimony. See, e.g., Ex. 2003 ¶¶ 211–218. Stated differently, although Petitioner explains how the Schramm-Clapper system would select the best summation of calculated energy values required to travel at selected speeds from among Schramm’s routes, Petitioner has not explained sufficiently how the selected speeds are efficient speeds.” slip op. at 36

  Patent outcomesUS 8,972,161 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 8,972,161
• Tesla, Inc. v. Iqar Inc.Some claims unpatentable
  PTAB · Jul 21, 2025 · IPR2024-00543 · APJ Sean P O’Hanlon · IPR · Final written decision

  Claims 1–7, 9–17, 19, and 20 are unpatentable as obvious; claims 8 and 18 were not shown unpatentable because Newstrom’s database was not shown to be remote.

  RulingsFinal written decision

  • Skill levelSkill level board ownDecided for petitioner

    “Patent Owner does not contest Dr. Morellas’s proposed definition or proffer a definition of its own. See generally PO Resp.; see also Ex. 2007 ¶ 43 (setting forth a substantially similar definition as Dr. Morellas). We find Dr. Morellas’s unopposed definition to be consistent with the problems and solutions disclosed in the patent and prior art of record, and adopt it as our own for purposes of this Decision. See, e.g., In re GPAC, 57 F.3d at 1579 (approving the determination of the level of ordinary skill in the art by appeal to the references of record).” slip op. at 8

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

    “We disagree with Patent Owner’s assertion that claim 1 requires that a route from the vehicle’s current position to a final destination must be known. See PO Resp. 7. Initially, claim 1 does not recite “destination.” Instead, claim 1 recites only “determining a segment of a vehicle route.” Ex. 1001, 27:44 (emphasis added). Nor does the ’399 patent specification require the interpretation proffered by Patent Owner. Notably, the ’399 patent discloses that the power management device may rely on historical route information to optimize the energy used to travel each segment of a route. Ex. 1001, 17:39–43, 17:64–67. Such reliance on historical data beneficially reduces the amount of required computing power. Id. at 18:5–9. Under this approach, “the location of the vehicle is periodically determined” and “used to determine[] a historical segment corresponding to the current location.” Id. at 18:30–33 (emphasis added). If the vehicle has moved into a new route segment, the historical data is queried to determine the most efficient speed to travel for the current segment. Id. at 18:39–56. Thus, the ’399 patent explicitly discloses calculating and applying power to a vehicle based on the route segment in which the vehicle is currently traveling. See id. at 18:64–67 (“The flowchart shown in FIG. 5 illustrates a continuous process, in which the power management device can determine a probable optimal speed as the current segment changes (e.g., as the vehicle moves).”), Fig. 5. Furthermore, the ’399 patent explains that “[t]he route used by the power management device typically includes a starting position . . . , an ending position, . . . , and any intermediate positions between the initial and the final positions.” Id. at 14:6–10 (emphasis added). Notably, the ’399 patent sometimes refers to the “entire route,” indicating that use of “route” in the claims does not necessarily mean the entire route. Indeed, the ’399 patent explains that, “[i]n some variations, the entire route (or the entire predicted route) may be divided up into N segments” and “[i]n some variations, probable optimal speeds may be identified for the entire route.” Ex. 1001, 14:38–39, 19:1–2 (emphases added). This strongly suggests that, in some other variations, the entire route is not divided into segments and optimal speeds are not identified for the entire route, further indicating that the recited “route” is not the entire path the vehicle will take. Therefore, we find that the ’399 patent contemplates routes that, although not typical, do not include an ending position. Moreover, to the extent a destination is required, the ’399 patent discloses that the destination can be derived based on the vehicle’s location or driving history, and there can be multiple “likely destinations” and the system can “continuously infer the vehicle’s destination” and the probable destination “may constantly change to revise the destination” while the vehicle is traveling along the route. Ex. 1001, 12:16–59. Contrary to Patent Owner’s arguments, neither the claim language nor the specification of the ’399 patent requires the route be predetermined or extend from the vehicle’s current position to a final destination.” slip op. at 16

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

    “have been obvious in view of Hongo, Obradovich, and Niki. Pet. 4–62. In support of its showing, Petitioner relies upon the Morellas Declaration. Id. (citing Ex. 1003). We have reviewed the parties’ briefs and the evidence of record and determine that, for the reasons explained below, Petitioner has shown, by a preponderance of the evidence, that claims 1, 2, 5, 6, 9–12, 15, 16, 19, and 20 would have been obvious in view of Hongo, Obradovich, and Niki and that Petitioner has set forth reasoning with rational underpinning why it would have been obvious to combine the teachings of these references.” slip op. at 10

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

    “limiting, Hongo and Niki support Petitioner’s contentions. We determine that Petitioner sets forth reasoning with rational underpinning as to why a person having ordinary skill in the art would have combined the teachings of Hongo and Niki. See, e.g., Pet. 21–23 (arguing that the modification “would have involved choosing from a finite number of identified, predictable solutions, with a reasonable expectation of success” and “Niki’s teachings and/or suggestions improve vehicle control in the Hongo vehicle”).” slip op. at 14

  Patent outcomesUS 10,882,399 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 10,882,399
• Sonos, Inc. v. Google LLCSome claims unpatentable
  PTAB · Nov 1, 2024 · IPR2023-00806 · APJ Kevin F Turner · IPR · Final written decision

  Claims 1–3, 5, 9–12, and 15–18 are unpatentable as obvious over either Roberts and Asokan or Suumäki; claims 6–8 and 19 were not shown unpatentable.

  RulingsFinal written decision

  • Skill levelSkill level petitioner adoptedDecided for petitioner

    “Petitioner, supported by Dr. Schmidt’s testimony, has proposed that a person of ordinary skill in the art at the time of the invention “would have had a degree in computer engineering, computer science, or a similar discipline, along with 2 years of professional experience in the fields of networking and network-based systems or applications, or an equivalent level of skill, knowledge, and experience,” and would have been “aware of and generally knowledgeable about how devices were provisioned onto wireless networks, along with standards applicable to well-known methods for communication such as Wi-Fi, Bluetooth, and NFC available at the time the ’615 patent was filed.” Pet. 18 (citing Ex. 1003 ¶¶ 37–39). Patent Owner does not challenge the qualifications proposed by Petitioner for a person of ordinary skill in the art. See generally PO Resp.; PO Sur-reply. We find Petitioner’s proposal consistent with the level of ordinary skill in the art reflected by the prior art of record, see Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978), and, therefore, we adopt Petitioner’s unopposed position as to the level of ordinary skill in the art for purposes of this Decision.” slip op. at 8

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

    “In the Institution Decision, we considered the assertions of Petitioner that the terms of the ’615 patent’s claims do not require further construction and can be afforded their plain and ordinary meaning. Dec. to Inst. 7 (citing Pet. 14; Ex. 1003 ¶¶ 79–82). Patent Owner also does not assert any express constructions. See generally PO Resp.; PO Sur-reply. Given the lack of controversy, we need not explicitly adopt or discuss any explicit constructions in this decision. Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”).” slip op. at 9

  • BurdenMixed

    “that the section of the Petition discussing claim 6 does not discuss the combination of embodiments; it merely asserts what would have been obvious in the context of the cited embodiment. See Pet. 36–37. See, e.g., In re Stepan Co., 868 F.3d 1342 (Fed. Cir. 2017), headnote 4, “Whether a rejection of a patent claim for obviousness is based on combining disclosures from multiple references, combining multiple embodiments from a single reference, or selecting from large lists of elements in a single reference, there must be a motivation to make the combination and a reasonable expectation that such a combination would be successful, otherwise a skilled artisan would not arrive at the claimed combination.” See also, Intuit Inc. v. Samesurf, Inc., No. IPR2023-00342, 2024 WL 3165359, at *31 (P.T.A.B. June 25, 2024) (Distinguishing Stephan for simultaneous actions). Claim 6 depends on claim 1, and any discussion of claim 6, explaining its obviousness, must consider the obviousness case for the independent claim in its analysis. Petitioner’s observation that Roberts is agnostic as to how network configuration information is conveyed does not relieve Petitioner of the requirement of making that case in the Petition. See 35 U.S.C. § 312(a)(3); 37 C.F.R. § 42.104(b)(4).” slip op. at 21

  • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableMotivation not foundNot shown unpatentable

    “We agree with Patent Owner’s argument. Although Petitioner is correct that Roberts discloses different embodiments for conveying configuration information, those embodiments are distinct. See Ex. 1004, that the section of the Petition discussing claim 6 does not discuss the combination of embodiments; it merely asserts what would have been obvious in the context of the cited embodiment. See Pet. 36–37. See, e.g., In re Stepan Co., 868 F.3d 1342 (Fed. Cir. 2017), headnote 4, “Whether a rejection of a patent claim for obviousness is based on combining disclosures from multiple references, combining multiple embodiments from a single reference, or selecting from large lists of elements in a single reference, there must be a motivation to make the combination and a reasonable expectation that such a combination would be successful, otherwise a skilled artisan would not arrive at the claimed combination.” See also, Intuit Inc. v. Samesurf, Inc., No. IPR2023-00342, 2024 WL 3165359, at *31 (P.T.A.B. June 25, 2024) (Distinguishing Stephan for simultaneous actions). Claim 6 depends on claim 1, and any discussion of claim 6, explaining its obviousness, must consider the obviousness case for the independent claim in its analysis. Petitioner’s observation that Roberts is agnostic as to how network configuration information is conveyed does not relieve Petitioner of the requirement of making that case in the Petition. See 35 U.S.C. § 312(a)(3); 37 C.F.R. § 42.104(b)(4).” slip op. at 20

  Patent outcomesUS 11,050,615 mixed
  Claim construction§ 103 obviousnesscites KSR · Graham
  Patents in suitUS 11,050,615

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.