- Aroma360, LLC v. Air Esscentials, Inc.All claims unpatentablePTAB · Oct 6, 2026 · IPR2025-00706 · APJ Eric C Jeschke · IPR · Final written decision
Claims 1, 4, and 7–10 are unpatentable as obvious over Goubet and anticipated by Gao; proposed substitute claims 20 and 21 are denied as indefinite and lacking written-description support.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“In the Response, Patent Owner states that it “does not dispute” the definition of one of ordinary skill in the art proposed by Petitioner, but Patent Owner “reserves the right to address [the definition] should new issues materialize.” PO Resp. 6. Patent Owner did not address this issue in the Sur-reply. As noted in the Decision on Institution, Petitioner’s proposed definition appears generally consistent with the record, including the prior art. See Dec. Inst. 8 (citing In re GPAC Inc., 57 F.3d at 1579). We remove the phrase “at least” in both listed options, however, as that phrase adds ambiguity. Further, Patent Owner has not argued at trial that Petitioner’s proposal for the level of ordinary skill leads to an improper understanding of how a skilled artisan would have understood either the challenged patent or the prior art. In the analysis below, we continue to apply the level of ordinary skill in the art adopted in the Decision on Institution, as proposed by Petitioner.” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed petitioner constructionOther
“Network LLC, 929 F.3d 1350, 1357 (Fed. Cir. 2019). At first glance, the language of the limitation at issue—which, again, recites “the compressed air and the operative fluid mix together in said mixing chamber to form the fluid dispersion”—would seem to require the “fluid dispersion” (under the stipulated construction) to be fully formed in the “mixing chamber.” In other words, the language of the limitation alone would seem to support Patent Owner’s proposed construction for the “form the fluid dispersion” limitation. But the claim construction analysis does not end with consideration of the claim language alone. Next, we turn to the Specification. The Federal Circuit has said that the specification “is the single best guide to the meaning of a disputed term.” Phillips, 415 F.3d at 1315 (quoting Vitronics Corp. v. Conceptronic, Inc., 90 F.3d 1576, 1582 (Fed. Cir. 1996)). Here, the discussion in the Specification of precisely the same language as in the limitation at issue strongly supports that “to form a fluid dispersion” in the limitation at issue requires only initial mixing of the compressed air and operative fluid in the mixing chamber, with further “formation” of the ”fluid dispersion” occurring downstream of the mixing chamber: More importantly, the “predetermined amount” of compressed air and the “preselected amount” of the operable fluid are initially mixed together in the mixing chamber 226 to form a fluid dispersion. The diffusion chamber 112" is further structured to facilitate the formation of a plurality of substantially uniform droplets, as defined hereinabove, in the fluid dispersion prior to discharge from the diffusion chamber 112" through discharge port 132. Ex. 1001, 10:62–11:2 (emphasis added) (discussing Figure 6), quoted, in part, at Pet. Reply 6–710; see also Ex. 1001, 5:64–6:4 (same language, except without double primes, in a discussion of Figures 1 and 2). To be sure, certain passages in the Specification could be read to indicate that a “fluid dispersion” must be fully formed in the “mixing chamber.” See, e.g., Ex. 1001, 6:11–12 (“More in particular, the suppression chamber 232 receives the fluid dispersion from the mixing chamber 226.”); see also id. at 7:22–33, 11:39–52 (both implying that a “fluid dispersion” is formed in the mixing chamber). But the passage block quoted directly above (and the similar one bridging columns 5 and 6) more directly addresses the issue at hand—i.e., the scope of “form the fluid dispersion”—by using the same” slip op. at 13
- Expert testimonyPatent owner expert discountedMixed
“As an initial matter, the record here does not support any sound basis to disregard the entirety of Dr. Micklow’s Declaration for allegedly not reviewing the parties’ claim constructions. See Pet. Reply 2 (citing Ex. 1046, 115:15–18). Contrary to Petitioner’s argument, in the cited discussion, Dr. Micklow does not indicate that he applied an incorrect understanding of a claim term. Cf. Cordis Corp. v. Bos. Sci. Corp., 658 F.3d 1347, 1357–58 (Fed. Cir. 2011) (disregarding testimony “based on an incorrect understanding of the claim construction”), cited at Pet. Reply 1. Instead, we read Dr. Micklow’s testimony as clarifying that he was not involved in claim construction at all and that, as stated, he “made [his] opinions based on what [he] read in the patents.” Ex. 1046, 112:11–12; see also id. at 115:15–18 (“I don’t know if I would even apply claim construction. I applied engineering principles to a document that had been published with the patent office.”).” slip op. at 18
- Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableMotivation not foundNot shown unpatentable
“To satisfy its burden of proving obviousness, a petitioner cannot employ mere conclusory statements. The petitioner must instead articulate specific reasoning, based on evidence of record, to support the legal conclusion of obviousness.” In re Magnum Oil Tools Int’l, Ltd., 829 F.3d 1364, 1380 (Fed. Cir. 2016); TriVascular, Inc. v. Samuels, 812 F.3d 1056, 1066 (Fed. Cir. 2016) (“Although the KSR test is flexible, the Board ‘must still be careful not to allow hindsight reconstruction of references . . . without any explanation as to how or why the references would be combined to produce the claimed invention.’”) (citation omitted). Based on the complete record, we agree with Patent Owner that “Petitioner’s asserted motivation boils down to the conclusory statement that given Goubet and Kaiser, ‘it was well known in the field at the time of the invention that droplets of greater uniformity result in uniform droplet evaporation.’” PO Resp. 31 (quoting Pet. 59). We agree with Patent Owner that Petitioner’s discussion of the alleged reasons to combine (Pet. 59) is insufficient to support the proposed combination here. See Magnum Oil, 829 F.3d at 1380. Specifically, we are not persuaded that Kaiser’s teachings—which relate to combustion (Ex. 1014 at 43)—would have led one of ordinary skill in the art to the proposed modifications, which would allegedly “improve the smoothness (i.e., less harsh) of the aroma generated as the oil droplets evaporate in the surrounding airspace.” See Pet. 59 (emphasis added); White Pet. Decl. ¶ 251 (same); see PO Resp. 32 (“Rather, Dr. White merely describes the ability to achieve the effect as in the claimed patent, not why a [person of ordinary skill in the art] would look to the field of electrospray injection and combustion in mesoscale power-generation systems, using high-voltage electric fields to generate charged fuel droplets for controlled combustion in catalytic micro-combustors when considering atomization for scents.”). For these reasons, we determine, in light of the complete record, that Petitioner has not shown by a preponderance of the evidence that one of ordinary skill in the art at the time of the invention would have had reason to combine Goubet and Kaiser, as proposed. slip op. at 32
Patent outcomesUS 10,583,449 unpatentableClaim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · NautilusPatents in suitUS 10,583,449 - Aroma360, LLC v. Air Esscentials, Inc.All claims unpatentablePTAB · Oct 6, 2026 · IPR2025-00705 · APJ Eric C Jeschke · IPR · Final written decision
Claims 7–9 and 11 are unpatentable as obvious over Goubet; proposed substitute claim 21 is denied as indefinite.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“In the Response, Patent Owner states that it “does not dispute” the definition of one of ordinary skill in the art proposed by Petitioner, but Patent Owner “reserves the right to address [the definition] should new issues materialize.” PO Resp. 5. Patent Owner did not address this issue in the Sur-reply. As noted in the Decision on Institution, Petitioner’s proposed definition appears generally consistent with the record, including the prior art. See Dec. Inst. 8 (citing In re GPAC Inc., 57 F.3d at 1579). We remove the phrase “at least” in both listed options, however, as that phrase adds ambiguity. Further, Patent Owner has not argued at trial that Petitioner’s proposal for the level of ordinary skill leads to an improper understanding of how a skilled artisan would have understood either the challenged patent or the prior art. In the analysis below, we continue to apply the level of ordinary skill in the art adopted in the Decision on Institution, as proposed by Petitioner.” slip op. at 9
- Expert testimonyPetitioner expert creditedDecided for patent owner
“The record here does not support any sound basis to disregard the entirety of Dr. Micklow’s Declaration, as asserted in Petitioner’s overall argument. See Pet. Reply 1–2. Contrary to Petitioner’s argument, in the cited general discussion, Dr. Micklow does not indicate that he applied an incorrect understanding of a claim term. Cf. Cordis Corp. v. Bos. Sci. Corp., 658 F.3d 1347, 1357–58 (Fed. Cir. 2011) (disregarding testimony “based on an incorrect understanding of the claim construction”), cited at Pet. Reply 1; see also Pet. Reply 2 (arguing that “Dr. Micklow’s declaration is premised on understandings of claim scope that are inconsistent with the constructions advanced by both of the parties” (emphasis added)). Instead, we read the cited portions of Dr. Micklow’s testimony as clarifying that he was not involved in claim construction at all and that, as stated, he “made [his] opinions based on what [he] read in the patents.” Ex. 1046, 112:11–12; see also Pet. Reply 1 (citing Ex. 1046, 112:4–12, 113:13–20, 115:15–18). Next, we turn to each of the four specific claim terms that Petitioner highlights in its further arguments.” slip op. at 12
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction needed
“B. Claim Construction In inter partes reviews, the Board interprets claim language using the same claim construction standard that would be used in a civil action under 35 U.S.C. § 282(b), as described in Phillips v. AWH Corp., 415 F.3d 1303 (Fed. Cir. 2005) (en banc). See 37 C.F.R. § 42.100(b). Under that standard, we generally give claim terms their ordinary and customary meaning, as would be understood by a person of ordinary skill in the art at the time of the invention, in light of the language of the claims, the specification, and the prosecution history. See Phillips, 415 F.3d at 1313–14. Although extrinsic evidence, when available, may also be useful when construing claim terms under this standard, extrinsic evidence should be considered in the context of the intrinsic evidence. See id. at 1317–19. Neither Petitioner nor Patent Owner propose explicit constructions for any claim terms. Pet. 10–11; PO Resp. 5. Based on the complete record, we need not construe explicitly any claim terms because doing so would not change the outcome of the analysis below. See Realtime Data, LLC v. Iancu, 912 F.3d 1368, 1375 (Fed. Cir. 2019) (“The Board is required to construe ‘only those terms . . . that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 9
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner
“Florida Litigation a Joint Claim Construction statement that included stipulated claim constructions and disputed claim constructions for terms in the challenged patent as well as the ’449 patent and the ’918 patent. See Ex. 1018, Exhibit A (Stipulated Claim Constructions), Exhibit B (Disputed Claim Constructions). The parties stipulated to the construction of the terms “fluid dispersion” and “baffle” as recited in the challenged claim. See id., Exhibit A.10 10 When staying the Florida Litigation, the District Court cancelled the scheduled claim construction hearing. See ECF No. 67 (April 8, 2025) (granting joint motion to stay); ECF No. 68 (April 8, 2025) (cancelling the The stipulated construction of “fluid dispersion” merely restates the express definition of “fluid dispersion” from the challenged patent (although the definition is not cited or discussed in the parties’ filing). Compare Ex. 1018, Exhibit A, with Ex. 1001, 3:8–20. Similarly, the stipulated construction of “baffle” essentially parrots one sentence in the challenged patent (again, not cited or discussed in the parties’ filing). Compare Ex. 1018, Exhibit A, with Ex. 1001, 7:57–59. To the extent necessary, we determine that the complete record supports the parties’ stipulated constructions of “fluid dispersion” and “baffle,” and we apply those constructions below.” slip op. at 10
Patent outcomesUS 9,527,094 unpatentableClaim construction§ 103 obviousness§ 112 disclosurecites Phillips · NautilusPatents in suitUS 9,527,094 - Uatp IP LLC v. Slick Slide LLCSome claims unpatentablePTAB · Oct 2, 2026 · PGR2024-00054 · APJ Brian D Range · PGR · Final written decision
Claims 22–26 are unpatentable based on obviousness; claims 1–17, 27, and 28 were not shown unpatentable. Patent Owner’s motion to terminate was denied.
RulingsFinal written decision- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownDecided for patent owner
“1. Mesh Layer Petitioner contends “no formal claim construction is necessary in this” slip op. at 13
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable
“5. Analysis On this complete record, we determine that Petitioner’s arguments do” slip op. at 31
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“form of nylon and some form of Teflon (and possible combinations thereof) having the specific coefficient of friction range given in limitation [1c] breaks down, because the building blocks of the obviousness argument are not sufficiently identified in Phillips alone, nor in the supporting testimony. Accordingly, we determine that Petitioner’s arguments and evidence fail to show that Phillips renders the challenged claims obvious. 6. Conclusion Based on the foregoing, we determine that Petitioner has not established by a preponderance of the evidence that claims 1–4, 6, and 7 would have been anticipated by or obvious in view of Phillips.” slip op. at 33
- Obviousness (§103) › Objective indicia / secondary considerations › NexusObjective indicia no nexusDecided for petitioner
“2. Products and Nexus We first consider the issue of whether certain evidence relied upon by” slip op. at 20
Patent outcomesUS 11,998,854 mixedClaim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · Graham · NautilusPatents in suitUS 11,998,854 - PTAB · Jan 14, 2026 · PGR2025-00059 · APJ Devon Zastrow Newman · PGR · Institution
The Board instituted post-grant review of claims 1–4 on all four asserted grounds, finding a sufficient preliminary showing of obviousness and lack of enablement.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“V. CONCLUSION Petitioner has, at this stage, established that it will more likely than not prevail in showing that at least one of the challenged claims is unpatentable. This determination is, however, based on a preliminary record and is not final on any issues of patentability. We will make a final determination on the patentability of the challenged claims, as necessary and applying the preponderance of the evidence standard, based on a fully developed record through trial. VI. ORDER In consideration of the foregoing, it is hereby: ORDERED that, pursuant to 35 U.S.C. § 324(a) post grant review of claims 1–4 of the ’233 patent is hereby instituted on the grounds set forth in the Petition, commencing on the entry date of this Order, and pursuant to 35 U.S.C. § 324(d) and 37 C.F.R. § 42.4, notice is hereby given of the institution of a trial; and” slip op. at 40
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Patent Owner does not proffer a description of a POSA. See generally, Prelim. Resp. For the purposes of this decision, on the record at this time, we find that Petitioner’s definition appears consistent with the level of skill shown in the prior art references of record, and apply it herein. See Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007). We invite the parties to further address the definition of a POSA during trial should they find it necessary.” slip op. at 7
- Expert testimonyPetitioner expert discountedDecided for patent owner
“In addition, the opinion stated in the Pomper Declaration that “the term of ‘low molecular weight’ is well accepted in the chemical arts” and the declarant “recognize[s] that low molecular weight compounds would have a molecular weight of typically from about 50 Daltons to about 1,500 Daltons” is offered by a co-inventor. We, as factfinder, have discretion to weigh the credibility of expert witnesses and to give each item of evidence such weight as appropriate. See In re Am. Acad. of Sci. Tech Ctr., 367 F.3d 1359, 1368 (Fed. Cir. 2004) (“[T]he Board is entitled to weigh the declarations and conclude that the lack of factual corroboration warrants discounting the opinions expressed in the declarations.”). In this case, we find that the published references on metabolites do not support the opinion. In re Am. Acad. of Sci. Tech Ctr., 367 F.3d at 1368 (“[T]he Board is entitled to weigh the declarations and conclude that the lack of factual corroboration warrants discounting the opinions expressed in the declarations.”) US-121, of which Dr. Pomper is lead inventor, also uses the term “low molecular weight”—without further characterization of the term—and is uninformative as to the meaning of the term. See Ex. 1006, ¶ 12. In addition, Patent Owner’s definition does not appear to apply to all compounds claimed in US-121.5” slip op. at 11
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“limited to Patent Owner’s proposed “from about 50 Daltons to about 1,500 Daltons.” The cited evidence relied on in the Pomper Declaration to define “low molecular weight” as a term well accepted in the chemical arts relates to metabolomics and metabolites. See Ex. 1002, 169, (specifically, ¶ 17 of Dr. Pomper’s declaration). Patent Owner admits that Dr. Pomper’s testimony is about molecules that differ from the claimed imaging and radiotherapeutic agents targeting FAP-α, but argues that the testimony is still relevant for purposes of explanation. Prelim Resp. 21. While it may be relevant, the testimony is not persuasive in light of the Specification. We find the uncontested fact that several of the B moieties alone—without the A moiety or L linker—specifically identified in the ’233 patent fall outside of Patent Owner’s proposed definition persuasive, as we normally do not interpret claim terms in a way that excludes examples disclosed in the specification. See, e.g., Verizon Servs. Corp. v. Vonage Holdings Corp., 503 F.3d 1295, 1305 (Fed. Cir. 2007) (rejecting proposed claim interpretation that would exclude disclosed examples in the specification). The cases cited by Patent Owner supporting that a claim term may be construed to exclude embodiments where the prosecution history supports such construction are factually distinguishable from the instant case as they regard instances of specific prosecution history disclaimer, clear prosecution disavowal, or relate to a specific definition of the terms in the Specification for the term being construed. Here, “low molecular weight” is not defined in the Specification, but, as Petitioner argues (see Pet. 21–25) is characterized as “demonstrat[ing] faster pharmacokinetics and a higher specific signal within clinically convenient times after administration” and that it “can be synthesized in radiolabeled form more easily.” Ex.1001, 13:33–50, 14:56– 16:14, 17:9–20. We are persuaded by the testimony of Dr. Zeglis, Petitioner’s declarant, that compounds weighing over 1500 Da may share those same behaviors, along with certain identified B moieties disclosed as embodiments. See Ex. 1003 ¶ 83.” slip op. at 10
Claim construction§ 103 obviousness§ 112 disclosurecites KSR · GrahamPatents in suitUS 12,115,233 - Weatherford U.S., L.P v. Halliburton Energy Services, Inc.Some claims unpatentablePTAB · 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 mixedClaim construction§ 101 eligibility§ 103 obviousness§ 112 disclosurecites GrahamPatents in suitUS 11,333,007 - Tesla, Inc. v. Iqar Inc.All claims unpatentablePTAB · Sep 18, 2025 · IPR2024-00630 · APJ Sean P O’Hanlon · IPR · Final written decision
Claims 1–16 are unpatentable as anticipated by Koebler and obvious over Koebler alone and in combination with other references.
RulingsFinal written decision- Disclosure Requirements (§112) › Written description (Ariad)Not entitled to earlier dateDecided for petitioner
“benefit of the filing date of an earlier filed application only if the disclosure of the earlier application provides support for the claims of the later application, as required by 35 U.S.C. § 112.” In re Chu, 66 F.3d 292, 297 (Fed. Cir. 1995) (citing 35 U.S.C. § 120). Section 112 requires, inter alia, that the specification contain a written description of the claimed invention. 35 U.S.C. § 112(a). In determining whether the written description requirement is met, we consider “whether the disclosure of the application relied upon reasonably conveys to those skilled in the art that the inventor had possession of the claimed subject matter as of the filing date.” Ariad Pharm., Inc. v. Eli Lilly & Co., 598 F.3d 1336, 1351 (Fed. Cir. 2010) (en banc). This analysis requires “an objective inquiry into the four corners of the specification from the perspective of a person of ordinary skill in the art.” Id. Thus, “the level of detail required to satisfy the written description requirement varies depending on the nature and scope of the claims and on the complexity and predictability of the relevant technology.” Id. For example, the analysis must consider “the existing knowledge in the particular field, the extent and content of the prior art, the maturity of the science or technology, [and] the predictability of the aspect at issue.” Id. (alteration in original) (quoting Capon v. Eshhar, 418 F.3d 1349, 1359 (Fed. Cir. 2005)). “While a prior application need not contain precisely the same words as are found in the asserted claims, the prior application must indicate to a person skilled in the art that the inventor was ‘in possession’ of the invention as later claimed.” PowerOasis, Inc. v. T-Mobile USA, Inc., 522 F.3d 1299, 1306 (Fed. Cir. 2008) (citations omitted); see also Purdue Pharma LP v. Faulding Inc., 230 F.3d 1320, 1323 (Fed. Cir. 2000) (“In order to satisfy the written description requirement, the disclosure as originally filed does not have to provide in haec verba support for the claimed subject matter at issue.”). However, “it is the specification itself that must demonstrate possession. And while the description requirement does not demand any particular form of disclosure . . . , a description that merely renders the invention obvious does not satisfy the requirement.” Ariad, 598 F.3d at 1352 (citations omitted); see also Lockwood v. Am. Airlines, 107 F.3d 1565, 1572 (Fed. Cir. 1997) (“While the meaning of terms, phrases, or diagrams in a disclosure is to be explained or interpreted from the vantage point of one skilled in the art, all the limitations must appear in the specification. The question is not whether a claimed invention is an obvious variant of that which is disclosed in the specification. Rather, a prior application itself must describe an invention, and do so in sufficient detail that one skilled in the art can clearly conclude that the inventor invented the claimed invention as of the filing date sought.”).” slip op. at 7
- Skill levelSkill level board ownDecided for petitioner
“The level of ordinary 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 presumed to have known the relevant art at the time of the invention. In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995). In determining the level of ordinary skill in the art, we may consider certain factors, including: “(1) the educational level of the inventor; (2) type of problems encountered in the art; (3) prior art solutions to those problems; (4) rapidity with which innovations are made; (5) sophistication of the technology; and (6) educational level of active workers in the field.” Best Med. Int’l, Inc. v. Elekta Inc., 46 F.4th 1346, 1353 (Fed. Cir. 2022) (quoting Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007)). “The patent’s purpose can also be informative.” Id.” slip op. at 9
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for patent owner
“Initially, we note that, although Petitioner presents a definition for “traction” in its Reply (see Pet. Reply 10), Dr. Morellas agreed with Patent Owner’s proposed interpretation during his deposition: Q. What would a person having ordinary skill in the art understand the word “traction” to mean? A. It would mean the grip that the -- that the tire has with the road. Q. So when the tire is gripping the road, the vehicle will have traction; correct? A. Correct. Q. But if the wheels are spinning freely and not gripping the road, the vehicle has no traction; correct? A.· Correct. Ex. 2031, 36:8–17. Accordingly, we adopt Patent Owner’s interpretation of “traction” to be a measure “of the friction between the vehicle’s drive wheels and the road surface” such that “a vehicle’s wheels have ‘traction’ when wheel rotation acts to propel the vehicle along the roadway” and “[t]he vehicle’s wheels lose ‘traction’ when they spin freely relative to the road and thus are no longer acting to propel the vehicle along the roadway.” See PO Resp. 27; see also Tr. 18:4–5 (Petitioner’s counsel stating that “the ultimate disposition doesn’t matter which definition [of ‘traction’ the Board] adopt[s]”).” slip op. at 24
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“2. Anticipation “Under 35 U.S.C. § 102 a claim is anticipated ‘if each and every limitation is found either expressly or inherently in a single prior art reference.’” King Pharm., Inc. v. Eon Labs, Inc., 616 F.3d 1267, 1274 (Fed. Cir. 2010) (quoting Celeritas Techs. Ltd. v. Rockwell Int’l Corp., 150 F.3d 1354, 1360 (Fed. Cir. 1998)). “Anticipation requires the presence in a single prior art disclosure of all elements of a claimed invention arranged as in the claim.” Therasense, Inc. v. Becton, Dickinson & Co., 593 F.3d 1325, 1332 (Fed. Cir. 2010) (quoting Connell v. Sears, Roebuck & Co., 722 F.2d 1542, 1548 (Fed. Cir. 1983)). A reference inherently discloses an element of a claim “if that missing characteristic is necessarily present, or inherent, in the single anticipating reference.” Schering Corp. v. Geneva Pharm., 339 F.3d 1373, 1377 (Fed. Cir. 2003) (citing Cont’l Can Co. USA, Inc. v. Monsanto Co., 948 F.2d 1264, 1268 (Fed. Cir. 1991)). “Inherency, however, may not be established by probabilities or possibilities. The mere fact that a certain thing may result from a given set of circumstances is not sufficient.” Therasense, 593 F.3d at 1332 (quoting Cont’l Can, 948 F.2d at 1269).” slip op. at 28
Patent outcomesUS 10,850,616 unpatentableClaim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites KSR · GrahamPatents in suitUS 10,850,616 - Maplebear Inc. D/B/A Instacart v. Consumeron, LLCAll claims unpatentablePTAB · Nov 20, 2024 · IPR2023-00865 · APJ Carl M Defranco · IPR · Final written decision
Claims 1–19 are unpatentable under § 103 over Carr and Lauka, with additional references for the dependent-claim grounds, because the challenged claims lack priority support in the ’848 application.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Instacart submits that a person of ordinary skill in the art (“POSITA”) would have had “a bachelor’s degree in electrical engineering, computer engineering, computer science, or equivalent training, and approximately two years of experience working in the field of electronic commerce” and that “[l]ack of work experience can be remedied by additional education, and vice versa.” Pet. 27 (citing Ex. 1003 ¶¶ 22–25). Consumeron responds that one skilled in the art would have been “someone with a background in electrical engineering, computer science, or the like” and that “industry experience can make up for a lack of technical training, and more education can make up for a lack of industry experience.” PO Resp. 7 (citing Ex. 2016 ¶¶ 19–23). But, as Consumeron’s expert acknowledges, Consumeron’s proposed definition “is not materially different” from Instacart’s. See Ex. 2016 ¶ 22. Accordingly, while we adopt the level of skill in the art as defined by Instacart our findings and analysis would be the same under Consumeron’s proposal.” slip op. at 7
- Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner
“8 Consumeron argues Dr. Houh’s testimony should be given little weight because he “admitted he did not evaluate what the ’848 Application reasonably conveys to a skilled artisan.” Resp. 26 (citing Ex. 2011, 74:8– 76:6, 83:4–84:1, 92:22–95:5). We disagree. Dr. Houh’s testimony indicates that he properly considered what the ’848 application reasonably conveys to a POSITA. See Ex. 1003 ¶¶ 52, 56, 58, 61, 65. The portions of his cross-examination testimony cited by Consumeron do not suggest otherwise. For the reasons explained below, we credit Dr. Houh’s testimony over the competing interpretations offered by Consumeron and Dr. Mitzenmacher. 9 The dissent criticizes the majority’s analysis as “overly narrow” and too focused on the preferred embodiment. See Dissent 7–8. We disagree. Our analysis considers the entirety of the ’848 application, including all of the passages cited by Consumeron and the dissent.” slip op. at 13
- Disclosure Requirements (§112) › Written description (Ariad)Written description inadequateNot entitled to earlier dateDecided for petitioner
“But it does not follow that an agent encountering a stock-out would necessarily respond according to the specific steps recited in claims 1 and 14.10 For example, instead of sending information about a replacement product, the agent could travel to another location to look for the same product, or notify the customer that the desired product could not be found and terminate the transaction. Because the ’848 application only contemplates scenarios where a product can be located, it does not describe the agent’s response in the event the identified product cannot be located or is unavailable, much less reasonably convey possession of a method comprising the specific, responsive steps in claims 1 and 14.11” slip op. at 17
- Prior constructionPrior construction adoptedTerm construed petitioner constructionDecided for petitioner
“construed the terms “acquisition request” and “acquiring” in our final written decision in the related 1357 IPR to encompass “not only a request for a delivery agent to shop for and purchase goods, but also a request for the agent to pick up or obtain pre-paid goods.” See 1357 IPR, Paper 35 at 11. It is undisputed that the ’465 patent at issue here and the ’835 patent at issue in the 1357 IPR are related and share essentially identical specifications, figures, and claim terms. See Pet. Reply 16; PO Resp. 38 n.6. Thus, for the same reasons as in our final written decision in the related 1357 IPR, we likewise determine here that Instacart’s construction of “acquisition request” is the correct one. See SightSound Techs., LLC v. Apple Inc., 809 F.3d 1307, 1316 (Fed. Cir. 2015) (“Where multiple patents ‘derive from the same parent application and share many common terms, we must interpret the claims consistently across all asserted patents.’” (quoting NTP, Inc., v. Research in Motion, Ltd., 418 F.3d 1282, 1293 (Fed. Cir. 2005)). Consumeron provides no persuasive justification for us to depart from our prior reasoning in the related 1357 IPR.” slip op. at 23
Patent outcomesUS 11,238,465 unpatentableClaim construction§ 103 obviousness§ 112 disclosurecites PhillipsPatents in suitUS 11,238,465 - Life Spine, Inc. v. Globus Medical, Inc.All claims unpatentablePTAB · Jun 11, 2024 · IPR2022-01602 · APJ Devon Zastrow Newman · IPR · Final written decision
Claims 1–14 are unpatentable: claims 1–3 and 8–10 are anticipated by Weiman, and claims 4–7 and 11–14 are obvious over Weiman and Mozeleski; the revised motion to amend is denied.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Pet. 11 (citing Ex. 1002 (Drewry Decl.) ¶¶ 76–79). Patent Owner does not dispute Petitioner’s proposal. See generally Response. We adopt Petitioner’s proposed level of ordinary skill in the art because it is consistent with the cited prior art and is undisputed on this record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (indicating that the prior art itself may reflect an appropriate skill level).” slip op. at 11
- Expert testimonyPetitioner expert creditedDecided for petitioner
“We find persuasive, and credit, Mr. Drewry’s testimony that (1) a POSITA would have appreciated that the proposed modification to replace Weiman’s screw/socket with Waugh’s angled version provides benefits including “avoiding selected muscular and abdominal anatomical structures,” and (2) such “benefits would have been desirable for certain applications, such as those where the patient’s anatomy dictates that OLIF would provide the patient with the best medical outcome.” Ex. 1044 (Drewry Second Supp. Decl.) ¶¶ 23–26; see also Ex. 1043 (Waugh), ¶¶ 54, 87–90 (describing use of angled screw holes to, e.g., “receive a fastener via a surgical pathway” and configured “to penetrate endplate tissue of a vertebral body”). We find the weight of evidence supports Petitioner’s articulation of a POSITA’s understanding of how to use angles to avoid anatomical features” slip op. at 61
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner asserts that no terms require construction “because they are shown to be anticipated and/or obvious regardless of construction.” Pet. 12. Patent Owner did not propose any terms for construction. See generally Response. We determine that no claim terms require express construction to render this Decision.” slip op. at 18
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableUnpatentable
“j. Conclusion on Claim 1 For the above reasons, we determine that Petitioner has shown by a preponderance of the evidence that Weiman discloses each and every limitation of claim 1, and therefore anticipates claim 1.” slip op. at 28
Patent outcomesUS 9,956,087 unpatentableClaim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 9,956,087 - Dynaenergetics Europe GmbH / Dynaenergetics US, Inc. v. Qinetiq LimitedNo claims unpatentablePTAB · Apr 11, 2024 · PGR2023-00003 · APJ William A Capp · PGR · Final written decision
The Board held claims 1–5 not unpatentable; Petitioner failed to prove its asserted §101, §102, §103, and §112 grounds, including indefiniteness and written-description challenges.
RulingsFinal written decision- BurdenNot shown unpatentable
“prevail, Petitioner bears the burden to demonstrate that the challenged claims are unpatentable. Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016). This burden never shifts to Patent Owner. See Dynamic Drinkware, LLC v. Nat'l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015) (discussing the burden of proof in inter partes review). The standard of proof is preponderance of the evidence. 35 U.S.C. § 326(e); 37 C.F.R. § 42.1(d). We have jurisdiction under 35 U.S.C. § 6.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“A. Level of Ordinary Skill Petitioner’s expert, Mr. Serra testifies that he is familiar with the” slip op. at 45
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner
“process of claim 1. The first principal decision is the selection of a known liner design from a library that is made at the beginning of the design process. The second principal decision is made at the conclusion of the design process where a “final liner design” emerges after hole shapes produced by modified liners converge toward the desired hole shape. A person of ordinary skill in the art, having read claim 1 in context, would understand that the term “optimized” in the claim refers to the hole shape of the known liner design that is selected from among the known liner designs in the library during the selection step of the claim. A person of ordinary skill in the art would similarly understand that the design that is chosen in the initial selection process is “optimized” with respect to the population of known liner designs in the library as opposed to being “optimized” relative to liner designs produced during the later varying and modelling steps of the design process.” slip op. at 26
- Disclosure Requirements (§112) › Definiteness (Nautilus)DefiniteNot shown unpatentable
“Accordingly, Petitioner has not shown that claims 1–5 of the ’039” slip op. at 22
Patent outcomesUS 11,215,039 not shown unpatentableClaim construction§ 101 eligibility§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Bilski · Phillips · Markman · NautilusPatents in suitUS 11,215,039 - PTAB · Nov 21, 2023 · IPR2023-00865 · APJ Carl M Defranco · IPR · Institution
The Board instituted IPR of claims 1–19, finding a reasonable likelihood that claims 1 and 14 are obvious over Carr and Lauka.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“III. CONCLUSION For the above reasons, we determine that the information presented in the Petition demonstrates a reasonable likelihood that at least claims 1 and 14 of the ’465 patent are unpatentable as obvious over Carr and Lauka. And because Instacart demonstrates that at least one claim of the ’465 patent meets the threshold for institution, we institute an inter partes review of all claims as challenged in the Petition. See 37 C.F.R. § 42.108(a),(c); SAS, 138 S. Ct. at 1359–60. IV. ORDER Accordingly, it is: ORDERED that, pursuant to 35 U.S.C. § 314(a), an inter partes review of claims 1–19 of the ’465 patent is instituted; and” slip op. at 16
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Consumeron responds that one skilled in the art would have been “someone with a background in electrical engineering, computer science, or the like” and that “industry experience can make up for a lack of technical training, and more education can make up for a lack of industry experience.” Prelim. Resp. 29. Consumeron’s definition appears to overlap significantly with Instacart’s definition. Accordingly, for purposes of institution, we adopt the level of skill in the art as articulated by Instacart.” slip op. at 5
- Disclosure Requirements (§112) › Written description (Ariad)Not entitled to earlier dateDecided for petitioner
“product ordered by the customer is available and does not contemplate a scenario where the product is unavailable or otherwise describe the action to be taken if the product is unavailable. See Pet. 17–22. We agree, at least based on the preliminary record. In particular, with reference to Figures 2 and 3, the ’848 parent application describes a method where (1) a customer chooses “a store where a desired product is being sold” (step 105), (2) the customer selects a delivery agent and sends an “acquisition request” to the delivery agent (steps 108, 109, 110), and (3) “the selected delivery agent travels to the store location . . . and finds the desired product to be acquired” (step 113). Ex. 1011 ¶¶ 17, 20, 23 (emphasis added). “The delivery agent then communicates to the customer that the product has been identified, and the customer has the option of inspecting the product in real-time” (step 117). Id. ¶ 23 (emphasis added). “Next, the customer either approves or rejects acquisition of the inspected product” (steps 119, 120, 122). Id. ¶ 24 (emphasis added). That description in the ’848 parent application clearly presumes that the product ordered by the customer has been located and is available for inspection, which is at odds with the additional requirements of claims 1 and 14 of “failing to locate an identified product” and “determining that the identified product is not available.” Ex. 1001, 11:20 (claim 1), 12:30 (claim 14) (emphases added). To the extent Consumeron argues otherwise, we are not persuaded at this preliminary stage. According to Consumeron, the customer’s rejection of the product means that “the agent fails to locate a product that is satisfactory.” See Prelim Resp. 11. But nowhere do we discern that the ’848 parent application hinges the identity and availability of a product on whether it is satisfactory to the customer. That a product might not meet a customer’s satisfaction does not negate the description in the ’848 parent application that the agent locates and identifies the product in the first instance before giving the customer the option to inspect and reject the product. Indeed, because the customer placed the online order with a store advertising the product, the presumption is that the advertised product is available and satisfactory to the customer.8 And, while conceivably the purchase of a product cannot be fulfilled in the event the product is unavailable, it would seem to be improper hindsight to derive written description support by “[w]orking backward from a knowledge of the claims.” Novozymes A/S v. DuPont Nutrition Biosciences APS, 723 F.3d 1336, 1349 (Fed. Cir. 2013). “Entitlement to a filing date does not extend to subject matter which is not disclosed, but would be obvious over what is expressly disclosed. It extends only to that which is disclosed.” Lockwood v. American Airlines, Inc., 107 F.3d 1565, 1571–72 (Fed. Cir. 1997). Thus, based on the preliminary record, the ’848 parent application does not provide sufficient written description for the terms noted above. As such, we find that Instacart demonstrates a reasonable likelihood it will prevail in showing that the asserted references are prior art to the challenged claims.” slip op. at 6
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“and Lauka. See Pet. 30–44, 47–49. We begin with Instacart’s challenge of method claim 1. Instacart provides a detailed mapping of how Carr satisfies all the recited limitations of claim 1, except limitation [1.0.3], for which Instacart points to Lauka. See id. at 35–44. In particular, Instacart cites the following evidence in support of its contentions that Carr and Lauka, when combined, teach or suggest each of the recited limitations of claim 1: Limitation 1.0.1—“A method for remote acquisition and delivery of goods through one or more agents of a service provider” (Pet. 35 (citing Ex. 1005 ¶¶ 36, 39, 43, 45, 92, Figs. 1, 3, 6;; Ex. 1001 ¶¶ 97–100)); Limitation 1.0.2—“each agent having a mobile agent system in communication with at least one remote server,” (Pet. 35–37 (citing Ex. 1005 ¶¶ 2, 6, 40–43, 53, Fig. 1 (annotated); Ex. 1003 ¶¶ 101–104)); Limitation 1.0.3—“with each mobile agent system including: a digital image capture device and a communication device, said method comprising:” (Pet. 37–38 (citing Ex. 1005 ¶¶ 74, 88, 94, 122; Ex. 1006, 3:19–28, 3:49–57, 4:10–21; Ex. 1003 ¶¶ 105– 109)); Limitation 1.1—“receiving, through the at least one remote server, a first acquisition request from a customer for a first set of one or more goods;” (Pet. 38 (citing Ex. 1005 ¶¶ 9, 60, 73, Fig. 1; Ex. 1003 ¶¶ 110–112)); Limitation 1.2—“contacting, through the communications device, the one or more agents;” (Pet. 38 (citing Ex. 1005 ¶¶ 57, 74; Ex. 1003 ¶¶ 113–115)); Limitation 1.3—“upon failing to locate an identified product of the set of one or more goods, electronically transmitting information on a replacement product for the identified product of the set of one or more goods to the customer using the digital image capture device of the agent, including:” (Pet. 38–40 (citing Ex. 1005 ¶¶ 90, 95, 96, 105, 107, ; Ex. 1003 ¶¶ 116– 119)); Limitation 1.4—“obtaining a bar or QR code of the replacement product;” (Pet. 40 (citing Ex. 1005 ¶¶ 95, 107; Ex. 1003 ¶¶ 120– 122)); Limitation 1.5—“determining the information from the bar or QR code, wherein the information includes at least one image of the replacement product; and” (Pet. 40–42 (citing Ex. 1005 ¶¶ 95–96, 116; Ex. 1003 ¶¶ 123–127)); Limitation 1.6—“sending the information for the customer to approve the purchase of the replacement product based on the information determined from the bar or QR code; and” (Pet. 42– 43 (citing Ex. 1005 ¶¶ 51, 96–99, Fig. 12; Ex. 1003 ¶¶ 128– 130)); and Limitation 1.7—“upon receiving approval of the purchase from the customer, acquiring the replacement product, via the agent.” (Pet. 43–44 (citing Ex. 1005 ¶¶ 99, 101; Ex. 1003 ¶¶ 131–132)); Instacart also provides a reason why one skilled in the art would have combined the teachings of Carr and Lauka with a reasonable expectation of success. See Pet. 31–34 (citing Ex. 1003 ¶¶ 86–96); see also id. at 37 (“In view of the teachings of Lauka, a POSITA would have recognized that it was obvious to implement the UPC scanner functionality of Carr’s handheld device using an ‘imaging device’ such as that taught by Lauka, which specifies that the ‘imaging device 206 can comprise a video or still camera’ and ‘can be used to capture images.’ Ex.1006, 3:49-57; Ex.1003, ¶¶105- 107.”).” slip op. at 11
Claim construction§ 103 obviousness§ 112 disclosurePatents in suitUS 11,238,465
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.