- PTAB · Oct 6, 2026 · IPR2025-00525 · APJ Scott C Moore · IPR · Final written decision
Original claim 21 was canceled; the Board denied substitute claim 22 for new matter and held it obvious under §103 based on six combinations.
RulingsFinal written decision- 112 supportMotion to amend, deniedDenied
“First, Patent Owner has not shown possession of the disputed feature of a “radio communication module [that] is configured to utilize a secure identifier, the secure identifier comprising a specified excitation.” In the ’406 application, the term “excitation” is used exclusively to refer to a light beam signal. See Ex. 2015, 7:8–13, 9:8–10, 23:9.2 The ’406 application discloses that an identification box on an aircraft may include both an RF module and a separate light sensor. See Ex. 2015, 7:3–11. But nowhere does the ’406 application describe receiving a light beam (e.g., an excitation) with the RF module of the identification box (as opposed to the light sensor), so as to provide support for proposed substitute claim 22’s recitation of a “radio communication module” configured to utilize “a secure identifier . . . comprising a specified excitation.” We disagree with Patent Owner that it suffices that one of ordinary skill in the art “would recognize that these disclosures are equally applicable to the RF-only embodiments” (Reply 5). “It is not sufficient for purposes of the written description requirement . . . that the disclosure, when combined with the knowledge in the art, would lead one to speculate as to modifications that the inventor might have envisioned, but failed to disclose.” Lockwood v. Am. Airlines, Inc., 107 F.3d 1565, 1572 (Fed. Cir. 1997). On this record, and having reviewed the ’959 Patent, the ’153 provisional, and the ’406 application, we find no evidence in those documents that the named inventor was in possession of the concept of a radio communications module “configured to utilize a secure identifier” where “the secure identifier compris[es] a specified excitation.” Second, setting aside the “radio communication module” in proposed substitute claim 22, Patent Owner also has not shown that the named inventor was in possession of the feature of a “secure identifier comprising a specified excitation.” Patent Owner’s argument that the ’406 application describes a light beam directed to a particular aircraft (see Reply 4–5) is 2 The same is true of the ’153 provisional. See Ex. 2016 ¶¶ 29, 34. unavailing. The fact that the properties of a particular light beam indicate that the light beam is intended for a particular aircraft does not demonstrate that the light beam is a “secure identifier,” as we have construed that term. Patent Owner has not identified any disclosure in the ’406 application of a “secure identifier” comprising a light beam, let alone that such light beam can be utilized by a “radio communication module.” The only references to “secure” identifiers in the ’406 application describe radio frequency signals. See Ex. 2015, 2:4–6, 15:21–17:12.3 Having reviewed the ’959 Patent, the ’153 provisional, and the ’406 application, we find no evidence in those documents that the named inventor was in possession of the concept of a “secure identifier comprising a specified excitation.”” slip op. at 15
- ScopeDecided for patent owner
“not impermissibly broaden the scope of the claims of the ’959 Patent. As Patent Owner suggests, there were no limitations in original claim 21 on the type of radio signal the radio communication module could receive, and so it follows that proposed substitute claim 22 does not now encompass receiving a broader set of radio signals. We see no basis for Petitioner’s argument that the past tense verb “received” limited original claim 21 to “signals of a compatible ‘type’ and ‘range.’” Opp. 7. Moreover, the claim language (with the proposed deletion shown double brackets) provides that “the radio communication module is configured to receive a [[received]] radio signal.” Any radio signal that the radio communications module receives would necessarily be a “received” radio signal. Thus, deleting the redundant word “received” does not enlarge the scope of this claim limitation. We also are not persuaded by Petitioner’s suggestion that removing the term “received” broadens original claim 21 by deleting a requirement that the radio signal have already been previously received by the claimed device. See Sur-reply 9. Original claim 21 simply recited, using redundant language, that “the radio communication module is configured to receive a received radio signal.” Ex. 1001, 18:5–7. The most natural reading of this language is that the phrase “received radio signal” is just a description of a radio signal that is received by the recited radio communications module. Petitioner has cited no persuasive evidence that one of ordinary skill in the art would have counterintuitively interpreted this language to impose an additional requirement that the “received radio signal” must have been received twice—a first time by some other component of the device, and a second time by the recited radio communication module. Accordingly, we determine that the proposed amendment does not improperly broaden claim scope.” slip op. at 10
- Disclosure Requirements (§112) › Definiteness (Nautilus)IndefiniteNot shown unpatentable
“572 U.S. 898 (2014). See Memorandum: Approach to Indefiniteness Under 35 U.S.C. § 112 in AIA Post-Grant Proceedings (Jan. 6, 2021).4 Under Nautilus, a claim is indefinite if fails to “inform those skilled in the art about the scope of the invention with reasonable certainty.” 572 U.S. at 910. We agree with Patent Owner that neither of the identified terms are indefinite. Regarding the term “low-altitude aircraft,” we determine the Specification provides a sufficient basis for understanding the scope and meaning of this term with reasonable certainty. The U.S. Court of Appeals for Federal Circuit has explained that, when a term of degree is recited in a claim, it is necessary “to determine whether the patent’s specification provides some standard for measuring that degree.” See Seattle Box Co. v. Indus. Crating & Packing, Inc., 731 F.2d 818, 826 (Fed. Cir. 1984); see also Datamize, LLC v. Plumtree Software, Inc., 417 F.3d 1342, 1350 (Fed. Cir. 2005) (“Some objective standard must be provided in order to allow the public to determine the scope of the claimed invention.”). Here, the Specification describes the related art as including “small UASs (e.g., aircrafts up to 25 pounds flying up to 500 ft of the low altitude airspace).” Ex. 1001, 1:50–52. One of ordinary skill in the art would understand from the Specification that the cited disclosure provides an objective standard for determining the scope of a low-altitude aircraft as one that is designed to fly up to a maximum altitude of about 500 feet.” slip op. at 20
- Skill levelSkill level petitioner adoptedDecided for petitioner
“In our Institution Decision, we adopted Petitioner’s proposal that one of ordinary skill in the art would have had the following qualifications: [E]ither (1) a Bachelor of Science in Mechanical Engineering, Electrical Engineering, Aerospace engineering, or an equivalent field, as well as at least 2 years of academic or industry experience in the aerospace, avionics, telecommunications, or electronic device manufacturing industry, or (2) at least four years of industry experience in any of the above industries. Paper 13, 5 (citing Pet. 21). Patent Owner has not disputed this formulation; thus, we adopt it for purposes of this Decision. See Paper 13, 10–11 n. 8.” slip op. at 23
§ 103 obviousness§ 112 disclosurecites Graham · NautilusPatents in suitUS 10,713,959 - PTAB · Mar 25, 2026 · IPR2024-01380 · APJ Arthur M Peslak · IPR · Final written decision
The Board cancelled original claims 1–10 and granted substitute claims 11–19 because Petitioner did not prove claim 11 obvious over Torrence and Piepho.
RulingsFinal written decision- 112 supportGranted
“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 Pharms., Inc. v. Eli Lilly and Co., 598 F.3d 1336, 1351 (Fed. Cir. 2010) (en banc) (citing Vas-Cath Inc. v. Mahurkar, 935 F.2d 1555, 1562–63 (Fed. Cir. 1991)). “[T]he hallmark of written description is disclosure.” Id. “[T]he test requires an objective inquiry into the four corners of the specification from the perspective of a person of ordinary skill in the art. Based on that inquiry, the specification must describe an invention understandable to that skilled artisan and show that the inventor actually invented the invention claimed.” Id. “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.” Yingbin-Nature (Guangdong) Wood Ind. Co., Ltd. v/ Int’l Trade Com’n, 535 F.3d 1322, 1334 (Fed. Cir. 2008). “[T]he 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.” Ariad, 598 F.3d at 1351 (citing Capon v. Eshhar, 418 F.3d 1349, 1357–58 (Fed. Cir. 2005)). “This inquiry . . . is a question of fact.” Id. (citing Ralston Purina Co. v. Far-Mar-Co, Inc., 772 F.2d 1570, 1575 (Fed. Cir. 1985)). Further, inventions in the mechanical and electrical-based arts usually involve predictable factors and can be more predictable than other fields, such as chemistry and biology. See In re Fisher, 427 F.2d 833, 839 (CCPA 1970);” slip op. at 13
- Skill levelSkill level petitioner adoptedDecided for petitioner
“C. Level of Ordinary Skill in the Art 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 Daiichi Sankyo Co. v. Apotex, Inc., 501 F.3d 1254, 1256 (Fed. Cir. 2007)).” slip op. at 15
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“D. Claim Construction We determine that no express construction of any claim term is necessary for purposes of this Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’”) (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999)).” slip op. at 16
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundReasonable expectation not foundNot shown unpatentable
“[c]ombin[e] the tapered region of Piepho with the shaft of Torrence, the tapered region would extend from an uppermost extremity of the shaft.” RMTA Opp. 9. But, Petitioner concedes that neither reference discloses a tapered region extending from the uppermost extremity. Petitioner argues that Torrence’s shaft is straight (Amended RMTA Sur-reply 9) and that “[t]he tapered region of Piepho does not extend to the extreme end of the shaft.” RMTA Opp. 11 (emphasis added). Because neither Torrence nor Piepho discloses a shaft with a tapered region that “extends from an uppermost extremity of the shaft,” we find that the combination of Torrence and Piepho does not teach limitation 11[a]. We now analyze whether Petitioner provides reasoning with a rational underpinning why a person of ordinary skill in the art would have been motivated to modify Torrence with Piepho to extend Torrence’s taper from the upper extremity of its shaft. slip op. at 22
Claim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 9,827,568 - PTAB · Oct 21, 2025 · IPR2025-00057 · APJ Hung H Bui · IPR · Remand
The Board denied institution on all challenged claims because the conjunctive construction required a hardware action, which the asserted grounds did not show.
RulingsRemand decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“onset to show with particularity why the patent it challenges is unpatentable.” Harmonic Inc. v. Avid Tech., Inc., 815 F.3d 1356, 1363 (Fed. Cir. 2016) (citing 35 U.S.C. § 312(a)(3) (requiring inter partes review petitions to identify “with particularity . . . the evidence that supports the grounds for the challenge to each claim”)); see also 37 C.F.R. § 42.104(b) (requiring a petition for inter partes review to identify how the challenged claim is to be construed and where each element of the claim is found in the prior art patents or printed publications relied upon). This burden of persuasion 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). A patent claim is unpatentable under 35 U.S.C. § 103(a) when the differences between the claimed subject matter and the prior art are such that the subject matter, as a whole, would have been obvious at the time the invention was made to a person having ordinary skill in the art to which said subject matter pertains. KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 406 (2007). The question of obviousness is resolved on the basis of underlying factual determinations including: (1) the scope and content of the prior art; (2) any differences between the claimed subject matter and the prior art; (3) the level of ordinary skill in the art; and (4) when in evidence, objective evidence of nonobviousness, i.e., secondary considerations.4 Graham v. John Deere Co., 383 U.S. 1, 17–18 (1966). Additionally, the obviousness inquiry typically requires an analysis of “whether there was an apparent reason to combine the known elements in the fashion claimed by the patent at issue.” KSR, 550 U.S. at 418 (citing In re Kahn, 441 F.3d 977, 988 (Fed. Cir. 2006) (requiring “articulated reasoning with some rational underpinning to support the legal conclusion of obviousness”)). Petitioner cannot satisfy its burden of proving obviousness by employing “mere conclusory statements,” but “must instead articulate specific reasoning, based on evidence of record, to support the legal conclusion of obviousness.” In re Magnum Oil Tools Int’l, Ltd., 829 F.3d 1364, 1380 (Fed. Cir. 2016).” slip op. at 10
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner
“(1) The Claim Language Supports a Conjunctive Construction There is a “heavy presumption” that the terms used in claims “mean what they say and have the ordinary meaning that would be attributed to those words by persons skilled in the relevant art.” SuperGuide, at 875 (citing Tex. Digital Sys., Inc. v. Telegenix, Inc., 308 F.3d 1193, 1202 (Fed.Cir.2002)).” slip op. at 21
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable
“We agree with Patent Owner. First, the construction of the phrase “at least one of [A] the display, [B] the audio and [C] the hardware (HW) action” is conjunctive in light of the language of the claims and the specification of the ’887 patent. As such, Petitioner has the burden, but fails to show all three (3) components to be reproduced at Yun’s mobile device, including: [A] the display, [B] the audio and [C] the hardware (HW) action by the HW component of the mobile device. Second, as Patent Owner observes, and we agree, “Petitioner ignores the requirement for ‘the hardware (HW) action’ entirely” and does not even mention any “hardware (HW) action.” Prelim. Resp. 14 (Paper 10).” slip op. at 34
- Strike new argumentNew argument disregardedDecided for patent owner
“6 In the Petitioner’s Reply to the Patent Owner’s Preliminary Response, Petitioner presents several arguments to address the Fintiv factors, Apple Inc. v. Fintiv, Inc., IPR2020-00019, Paper 11 (Mar. 20, 2020) (precedential) (“Fintiv”). In support of Factor 6, Petitioner argues for the first time that Overton (not Yun or Lu) is allegedly teaching “the hardware (HW) action” aspect of the claims. Prelim. Reply 5 (citing Ex. 1006, 11:13–24 “force feedback . . . to the input devices 142 [shown in Figure 1]”). However, we decline to consider this belated argument raised for the first time in the context of a Fintiv analysis instead of the Petition.” slip op. at 41
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · KSR · GrahamPatents in suitUS 8,934,887 - PTAB · Jan 21, 2025 · IPR2023-01458 · APJ Meredith C Petravick · IPR · Remand
On remand, the Board denied institution because the petition failed to show a reasonable likelihood that any challenged claim was unpatentable, including over Hall and Borowski.
RulingsRemand decision- RemandOther
“We entered a first Decision Denying Institution of Inter Partes Review (Paper 8), and Petitioner filed a Request for Director Review (Paper 13). The former Director of the United States Patent and Trademark Office vacated our denial of institution and remanded for further proceedings consistent with the former Director’s decision. Paper 14. After considering the Petition, the Preliminary Response, the Director’s Review Decision, and the post Director’s Review Supplemental Briefing (Papers 16 and 17), and the evidence of record, we determine the information presented fails to show a reasonable likelihood that Petitioner would prevail in establishing the unpatentability of at least one of the challenged claims of the ’236 patent.” slip op. at 2
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“After considering the Petition, the Preliminary Response, the Director’s Review Decision, and the post Director’s Review Supplemental Briefing (Papers 16 and 17), and the evidence of record, we determine the information presented fails to show a reasonable likelihood that Petitioner would prevail in establishing the unpatentability of at least one of the challenged claims of the ’236 patent. Under 35 U.S.C. § 314(a), an inter partes review may not be instituted unless the information presented in the petition “shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” Accordingly, we do not institute an inter partes review of the ’236 patent.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner asserts: “A [person of ordinary skill in the art (‘POSITA’)] as of August 24, 2016 would have had an undergraduate degree in mechanical engineering, electrical engineering, or physics, and two to three years of experience in LiDAR design.” Pet. 9 (citing Ex. 1003 ¶¶ 59–64). Patent Owner does not dispute Petitioner’s definition of a POSITA. Prelim. Resp. 9. For purposes of this Decision, we adopt Petitioner’s assessment of the level of ordinary skill in the art, as it is consistent with the ’236 patent and the asserted prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“37 C.F.R. § 42.100(b). In applying this 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 and in the context of the entire patent disclosure. See id.; Phillips v. AWH Corp., 415 F.3d 1303, 1312–14 (Fed. Cir. 2005) (en banc). We do not need to construe any terms explicitly to reach our decision. 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))); see also Pet. 10 (“[N]o formal constructions are necessary.”); Prelim. Resp. 10 (“[N]o formal constructions are necessary.”).” slip op. at 11
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,422,236 - PTAB · Sep 3, 2024 · IPR2023-00797 · APJ Stephen E Belisle · IPR · Remand
The Board denied institution because Honda did not show a reasonable likelihood that claims 23, 24, 26, or 27 were obvious over either asserted combination.
RulingsRemand decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“review. 35 U.S.C. § 314(b) (2018); 37 C.F.R. § 42.4(a) (2022). We may not institute an inter partes review “unless . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). The “reasonable likelihood” standard is “a higher standard than mere notice pleading” but “lower than the ‘preponderance’ standard to prevail in a final written decision.” Hulu, LLC v. Sound View Innovations, LLC, IPR2018-01039, Paper 29 at 13 (PTAB Dec. 20, 2019) (precedential). When instituting inter partes review, the Board will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim. 37 C.F.R. § 42.108(a). Applying those standards, and upon consideration of the information presented in the Petition and Preliminary Response, we determine that Petitioner has not demonstrated a reasonable likelihood of prevailing with respect to any of challenged claims 23, 24, 26, and 27 of the ’302 patent. Accordingly, constrained by the record before us, we deny institution of an inter partes review of the ’302 patent.” slip op. at 2
- Disclosure Requirements (§112) › Written description (Ariad)Written description adequateEntitled to earlier dateDecided for patent owner
“We find Patent Owner’s arguments persuasive, and the above testimony of its technical expert, Mr. Alberth, even more so. Based on the foregoing and the record before us, we find Petitioner fails to sufficiently show that the ’586 Provisional lacks written description support for the feature of a transmitter configured to form and transmit, in response to a received request, “the probing signal with a code sequence modulated in the frequency domain,” as recited in independent claim 23. Although not its burden, we find Patent Owner sufficiently evidences that the disclosure of the ’586 Provisional would have reasonably conveyed to skilled artisans that the inventor possessed the features of the subject limitation. 5. Conclusion For the reasons expressed above, and based on the record before us, we determine Petitioner has not sufficiently shown that Koo is prior art to the Challenged Claims. Accordingly, we determine that Petitioner has not established a reasonable likelihood that it would prevail in showing that any of the Challenged Claims is unpatentable as obvious over the combination of 802.16a-2003, 802.16-2001, and Koo.” slip op. at 21
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundNot shown unpatentable
“But in doing so, Petitioner ignores the context in which the skilled artisan would have read Kitroser: where IEEE, the governing body issuing the Call for Contributions, itself explicitly questioned “if [implementing 802.16a in a mobile systems environment] is technically feasible and, if so, at what level” (Ex. 2007, 1 (emphasis added)), and where, as noted above, Kitroser provides no explanation, support, or other commentary for its “no changes” statements, and admits such statements are “subject to change in form and content after further study” and subject to amendment and withdrawal entirely (Ex. 1007, 1–4 (emphasis added)). Based on the foregoing, although Petitioner may have identified a “reason” that the skilled artisan allegedly would have combined 802.16a with Kitroser, we are not persuaded that it is a rational reason, i.e., a reason sufficiently shown to have a rational underpinning at the time of the invention of the Challenged Claims. See KSR, 550 U.S. at 418 (To support the legal conclusion of obviousness, “there must be some articulated reasoning with some rational underpinning” for combining elements in the manner claimed. (quoting In re Kahn, 441 F.3d at 988)).” slip op. at 29
- Skill levelSkill level petitioner adoptedDecided for petitioner
“In determining the level of ordinary skill in the art, various factors may be considered, including the “type of problems encountered in the art; prior art solutions to those problems; rapidity with which innovations are made; sophistication of the technology; and educational level of active workers in the field.” In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (citation omitted). The level of ordinary skill in the art also may be reflected by the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Neither party argues that the outcome of this case would differ based on our adoption of any particular definition of the level of ordinary skill in the art. Considering the subject matter of the ’302 patent, the background technical field, the prior art, and Petitioner’s proposed and unopposed definition of the skilled artisan, we apply the level of skill set forth above, which is consistent with the testimony of Dr. Buehrer (Ex. 1003 ¶ 23), except that we omit the two instances of “at least” to remove the unbounded nature of the definition.” slip op. at 13
§ 103 obviousness§ 112 disclosurecites KSR · GrahamPatents in suitUS 10,771,302 - PTAB · Dec 1, 2023 · PGR2021-00088 · APJ John G New · PGR · Remand
The Board instituted PGR on claims 1–25 on all five grounds, finding the threshold met based on likely anticipation, obviousness, and lack of written-description support.
RulingsRemand decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“Under 35 U.S.C. § 324, the Board “may not authorize a post-grant review to be instituted unless … the information presented in the petition … if such information is not rebutted would demonstrate that it is more likely than not that at least 1 of the claims challenged in the petition is unpatentable.” In conformance with the Director’s Decision, and for the reasons we explain herein, we institute post-grant review of the ’908 patent.” slip op. at 2
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownDecided for petitioner
“The Specification expressly teaches that, with respect to the clinical phase 2 trial described in Example 4, “Patients will have overnight [pharmacokinetic/pharmacodynamics] PK/PD assessments performed at baseline, which include an [sic] pre-dose overnight assessment and a post-dose overnight assessment for PK/PD following administration of the first dose.” Ex. 1001, col.42, ll. 12–16. This is the same quotation and clinical trial relied upon by Dr. Barnes in his Declaration, and is the only definition of a “baseline” in the ’908 patent. See Ex. 1002, 36–37. We note that placebos were evidently not employed in the phase 2 clinical study of Example 4.3 Given the sole exemplary description of “baseline” in Example 4 of the Specification, we construe the claim term reciting “reduced by at least 10% from baseline” as meaning “a reduction of at least 10% in the level of ACTH (claim 1) or 17-OHP (claim 11) compared to measurements of ACTH or 17-OHP made prior to, and/or at the beginning of, administration of the drug.”” slip op. at 10
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends that a person of ordinary skill in the art would typically possess a medical degree or a Ph.D. in a field related to endocrinology, and would have knowledge of hormone regulation and disorders, as well as knowledge of the treatment regimens employed to treat such disorders. Pet. 60 (citing Ex. 1005 ¶ 34). Petitioner argues that such a person of ordinary skill would also have at least three years of experience conducting research concerning endocrine disorders, including CAH or other adrenal disorders. Id. Patent Owner does not expressly contest this definition of a person of ordinary skill in the art in its Preliminary Response. For the purposes of this Decision, because we find Petitioner’s definition to be consistent with the demonstrable level of skill in the art (see, e.g., Exs. 1009, 1025, 2003, 2004,” slip op. at 11
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element) › Inherent disclosureInherency foundInstituted
“A claim is unpatentable as anticipated under 35 U.S.C. § 102 only when “every element and limitation of the claim was previously described in a single prior art reference, either expressly or inherently, so as to place a person of ordinary skill in possession of the invention.” Sanofi-Synthelabo v. Apotex, Inc., 550 F.3d 1075, 1082 (Fed. Cir. 2008). A reference may inherently anticipate if a claim limitation that is not expressly disclosed “is necessarily present, or inherent, in the single anticipating reference.” Verizon Servs. Corp. v. Cox Fibernet Va., Inc., 602 F.3d 1325, 1337 (Fed. Cir. 2010). Thus, the “very essence of inherency is that one of ordinary skill in the art would recognize that a reference unavoidably teaches the property in question.” Agilent Technologies, Inc. v. Affymetrix, Inc., 567 F.3d 1366, 1383 (Fed. Cir. 2009) (emphasis added).” slip op. at 23
Claim construction§ 102 anticipation§ 103 obviousness§ 112 disclosureDiscretionary denialcites PhillipsPatents in suitUS 10,849,908 - PTAB · Dec 13, 2021 · IPR2020-01062 · APJ Ken B Barrett · IPR · Final written decision
The Board granted cancellation of claims 1–15, 19–20, and 22–24; allowed substitute claims 26–29, 31–38, and 40–44; and denied substitute claims 30 and 39 for lack of written-description support.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“Ex. 1003 ¶¶ 78–79; see Pet. 10. In the Institution Decision, we adopted Mr. Fischer’s definition for purposes of that decision. Institution Decision (Paper 7) 9–10. Patent Owner states that it “accepts that definition for the purposes of this proceeding.” Rev’d MTA 24. Mr. Fischer’s definition is consistent with the level of ordinary skill reflected in the prior art references of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (recognizing that the prior art itself may reflect an appropriate level of skill in the art). For purposes of this decision, we apply Mr. Fischer’s definition of the person of ordinary skill in the art.” slip op. at 14
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Petitioner proposes constructions for “code” and “Electronic Product Code (EPC).” Opp. to Rev’d MTA 6. Patent Owner asserts that “the limitations of the substitute claims do not require construction and should, instead, be construed in accordance with their ordinary meaning.” Rev’d MTA 24. According to Patent Owner, the addition of certain features of the proposed substitute claims renders moot Petitioner’s arguments concerning the meaning of the term “code.” Id. Additionally, Petitioner argues that the content of the recited codes— an EPC and a code different from the EPC—constitutes “printed matter” (non-functional descriptive material) and, therefore, are not entitled to patentable weight. Opp. to Rev’d MTA 7–10; Pet. Sur-reply 5–6. We need not reach this issue. Even if we construed the specifically recited codes as being non-functional descriptive material, Petitioner, for reasons discussed below, has not shown that the claimed subject matter is unpatentable. Also, the parties do not identify any other issue in this case that turns on whether the two recited codes are non-functional descriptive material. See, e.g., Opp. to Rev’d MTA 11–12 (Petitioner arguing that the relied-on prior art discloses codes in the form of an EPC and a TID (i.e. a code other than the EPC)). On this record, we determine that no claim terms require express construction.” slip op. at 14
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend granted in partGranted in part
“A patent claim is indefinite when that claim, “viewed in light of the specification and prosecution history, [does not] inform those skilled in the art about the scope of the invention with reasonable certainty.” Nautilus, Inc. v. BioSig Instruments, Inc., 572 U.S. 898, 910 (2014).” slip op. at 12
- ScopeDecided for patent owner
“Motion to Amend, that “[c]onstruing ‘a first and second memory bank’ to mean, for example, two memories instead of ‘a memory’ also impermissibly broadens the claims.” Opp. to Rev’d MTA 4 n.1 (citing Ex. 1032 ¶¶ 3024– 3027); see also Pet. Sur-reply 1–2 (“the scope of the proposed claims is impermissibly broadened to encompass logical memory banks storing codes in more than one memory.”); Tr. 7:12–13 (“That’s improper because it enlarges the scope of claims to include two memories instead of just one.”). Petitioner’s argument appears to assume that the proposed substitute claims require two memories (as opposed to the recited “memory bank[s]”) and that, because two memories are quantitatively more than one memory, the claims have been broadened. We disagree with Petitioner’s arguments. The arguments are contingent upon a construction of two memory banks being the same scope as two memories. See Opp. to Rev’d MTA 4 n.1 (“Construing . . . impermissibly broadens the claims.”). Petitioner has not offered any persuasive argument or evidence that the two different terms—“memory” and “memory bank” are coextensive or that the more general term “memory” can encompass two of the more specific “memory bank[s].” Further, even if the proposed substitute claims required two memories rather than two memory banks, adding the requirement of a second memory (or, as written in the proposed claims, two memory banks rather than “a memory” as in the issued claim) is further limiting the claims and, therefore, is not broadening the scope. See Hockerson-Halberstadt, Inc., 183 F.3d at 1374. We agree with Patent Owner that the amended language regarding two memory banks does not impermissibly broaden the scope relative to the original claims.” slip op. at 18
Claim construction§ 103 obviousness§ 112 disclosurecites Phillips · KSR · Graham · NautilusPatents in suitUS 8,134,451 - PTAB · Oct 19, 2021 · IPR2020-00847 · APJ Sheldon M Mcgee · IPR · Final written decision
Claims 1, 2, 4–7, 10, and 14 are unpatentable as obvious over Kurganov-262 and Chakrabarti; the Board did not reach the alternative grounds.
RulingsFinal written decision- BurdenDecided for petitioner
“Turning now to obviousness, Petitioner identified disclosure within Kurgonov-262 and Chakrabarti which teaches or suggests the limitations of claim 1. Pet. 11–21. Furthermore, Petitioner identified multiple reasons that would have prompted the skilled artisan to combine the teachings of Kurganov-262 and Chakrabarti to arrive at the subject matter of claim 1. Id. at 21–22. Because Patent Owner focused its arguments solely on the issue of whether Kurganov-262 is prior art, Petitioner’s assertions regarding the substantive teachings of Kurganov-262 and Chakrabarti remain unrebutted on the complete record. PO Resp. 31–34; Sur-reply 1–3. Patent Owner likewise failed to substantively address Petitioner’s proffered reasons why the skilled artisan would have been motivated to combine these teachings. PO Resp. 31–34; Sur-reply 1–3. We have reviewed the disclosures of Kurganov-262 and Chakrabarti relied on by Petitioner, as well as the explanations provided by Mr. Lipoff, and are persuaded that the limitations of claim 1 are disclosed in the prior art. Pet. 11–21; Ex. 1002 ¶¶ 103–109; Ex. 1004; Ex. 1008. Petitioner also persuades us that the skilled artisan would have been motivated to apply Chakrabarti’s techniques for web crawling to Kurganov-262’s system, and would have had a reasonable expectation of successfully doing so, thus arriving at the subject matter of claim 1 of the ʼ084 patent. Pet. 21–23; Ex. 1002 ¶¶ 110–114. Therefore, Petitioner has shown, by a preponderance of the evidence, that the subject matter of claim 1 of the ʼ084 patent would have been obvious over the combined disclosures of Kurganov-262 and Chakrabarti.” slip op. at 24
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner describes a person having ordinary skill in the art as having “a Bachelor’s degree in electrical engineering, computer science or a related field, and at least two years of experience with voice interfaces and information processing. More education could substitute for less experience, and vice versa.” Pet. 5 (citing Ex. 1002 ¶¶ 41–47). Patent Owner does not contest Petitioner’s definition of the skilled artisan. See generally, PO Resp. Neither party argues that the outcome of this case would differ based on our adoption of any particular definition of one of ordinary skill in the art. Moreover, the level of ordinary skill in the art is also reflected by the references themselves. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (“[T]he absence of specific findings on the level of skill in the art does not give rise to reversible error ‘where the prior art itself reflects an appropriate level and a need for testimony is not shown.’”); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995) (finding that the Board of Patent Appeals and Interferences did not err in concluding that the level of ordinary skill in the art was best determined by the references of record). Thus, on the complete record, we accept Petitioner’s assessment of the level of one of ordinary skill in the art. C. Asserted Obviousness based on Kurganov-262 and Chakrabarti” slip op. at 11
- Expert testimonyPatent owner expert discountedDecided for patent owner
“Rather, on the complete record, Patent Owner makes inadequately supported assertions regarding what the skilled artisan “would understand” based on the ʼ084 patent’s disclosure. See PO Resp. 33–34. For example, Patent Owner asserts that “[a] POSITA would understand that” polling or pinging “describes a process where by existing and new devices and/or websites are discovered,” and that “‘polling’ includes asking for information from a website, including a listing of URLs or asking a website of a search engine to provide new website information.” Id. at 34 (citing Ex. 2059 ¶¶ 154–155). We reject this line of argument because we afford minimal weight to Patent Owner’s reliance on paragraphs 153–155 of Exhibit 2059. PO Resp. 33–34. These declaration paragraphs provide little detail beyond what is argued in the Patent Owner Response. See 37 C.F.R. § 42.65 (“Expert testimony that does not disclose the underlying facts or data on which the opinion is based is entitled to little or no weight.”).” slip op. at 22
- Disclosure Requirements (§112) › Written description (Ariad)Not entitled to earlier dateNot shown unpatentable
“We are persuaded by Petitioner’s arguments that sufficient written description support does not exist in the ʼ996 application for “limitation 1.i” which requires the computing device to be “configured to periodically search via the one or more networks to identify new web sites and to add the new web sites to the plurality of web sites.” Pet. 6–11. Thus, we determine that Kurganov-262 is available as prior art against the challenged claims. On the complete record, Patent Owner fails to direct us to specific disclosure within the ʼ996 application that evinces written description for limitation 1.i. Rather, Patent Owner’s citations to the ʼ084 patent fail to describe with adequate precision a computing device configured to periodically search the network(s) to identify new web sites and add such new web sites to the plurality of web sites that are accessed. See PO Resp. 31–34.” slip op. at 20
§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 9,451,084 - PTAB · Oct 15, 2020 · IPR2019-00995 · APJ Timothy J Goodson · IPR · Final written decision
The Board granted the non-contingent motion to amend, canceling claims 2, 8, 10, 18, 19, 28–30, 32–34, 37, 38, 40–42, 45, and 47 and substituting claims 48–62, which were not shown obvious.
RulingsFinal written decision- ExcludeMotion to exclude, deniedDenied
“minimal probative value because Patent Owner has not adequately demonstrated a nexus between the asserted objective indicia and the merits of the claimed invention. Mot. to Exclude 3–4; Reply Mot. to Exclude 1–2. This argument attacks the merits of Patent Owner’s substantive arguments on objective indicia and does not establish an evidentiary basis for excluding Mr. Van Vliet’s testimony. We agree with Patent Owner that Mr. Van Vliet’s testimony is relevant to the issue of objective indicia of nonobviousness. See Opp. Mot. to Exclude 1–2. Petitioner also argues that Mr. Van Vliet’s declaration should be excluded because it contains hearsay. Mot. to Exclude 4–6; Reply Mot. to Exclude 2. Petitioner states that it “is not moving to exclude based on the fact that the Declaration itself [is] hearsay, but rather that it contains a multitude of statements therein that are themselves hearsay, made by persons other than Van Vliet . . . .” Mot. to Exclude 5. However, as Patent Owner points out, Petitioner does not identify any specific statements in the declaration that constitute hearsay. Opp. Mot. to Exclude 4. Even after Patent Owner pointed out this lack of specificity, Petitioner’s Reply still does not clarify which specific statements in the declaration are alleged to be hearsay and instead simply repeats the assertion there are “a multitude of statements therein that are themselves hearsay.” Reply Mot. to Exclude 2.” slip op. at 11
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, grantedGranted
“however, we first consider whether Patent Owner’s Revised Motion to Amend meets the statutory and regulatory requirements of 35 U.S.C. § 316(d) and 37 C.F.R. § 42.121. Lectrosonics, Paper 15 at 4. To satisfy those requirements, Patent Owner must demonstrate that: (1) the amendment proposes a reasonable number of substitute claims; (2) the amendment responds to a ground of unpatentability involved in the trial; (3) the amendment does not seek to enlarge the scope of the claims of the patent or introduce new subject matter; and (4) the proposed claims are supported in the original disclosure (and any earlier filed disclosure for which the benefit of filing date is sought). See 35 U.S.C. § 316(d) (2018); 37 C.F.R. § 42.121 (2018).” slip op. at 16
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownOther
“We determine that the plain language of the claim, which requires that the fuel delivery connections “compris[e]” the fuel level sensor, shows that the fuel level sensor is structurally connected to the fuel level sensor. As Petitioner agrees, this claim language requires that the fuel delivery connection includes the fuel level sensor. Tr. 34:17–20. Both the fuel delivery connections and the fuel level sensor are structures, so for one to include the other, they must be physically connected. Petitioner’s argument give effect to the word “comprising.” Because a fuel delivery connection and a fuel level sensor would be operationally connected in any system that has both items, Petitioner’s interpretation essentially reads out the word “comprising” and treats the claim phrase as if it recited “fuel delivery connections and a fuel level sensor.” Our interpretation that the fuel delivery connections must be physically connected to the fuel level sensor is more faithful to the claim’s recitation that the fuel delivery connections “compris[e]” the fuel level sensor. See Stumbo v. Eastman Outdoors, Inc., 508 F.3d 1358, 1362 (Fed. Cir. 2007) (“A claim construction that gives meaning to all the terms of the claim is preferred over one that does not do so.”) (quoting Merck & Co. v. Teva Pharms. USA, Inc., 395 F.3d 1364, 1372 (Fed. Cir. 2005)).” slip op. at 22
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“a low and high fuel level in the tanks to which the fuel delivery connection is connected.” RMTA A1. Patent Owner proposes that “low” fuel level means “empty or nearly empty” and “high” means “full or nearly full.” Id. at 5 nn.16–17 (citing Ex. 1001, 4:1–4, 6:7–12; Ex. 2002, 10). Petitioner does not contest Patent Owner’s proposed constructions or offer competing constructions for these terms. See generally Opp. RMTA; Tr. 13:17–15:14. Although Patent Owner’s argument in support of these constructions is truncated, we determine that Patent Owner’s proposals are supported by the evidence of record. The ’906 patent describes that operators can be provided with “visual representations or displays showing the fuel level in each of the tanks 12. Any visual representation or display may be used that shows at least a high level condition (tank full) and a low level condition (tank empty or nearly empty) and preferably also shows actual fuel level.” Ex. 1001, 3:66–4:4; see also id. at 6:7–10 (explaining that “[t]he control station 56 may be provided with a full readout or display for each fuel tank 12 being filled that shows the level of fuel in the fuel tank 12 including when the fuel tank 12 is near empty and near full. An alternative is to provide only fuel empty (low sensor dry) or fuel full (high sensor wet) signals.”). These descriptions equate a high fuel level with the tank being full or nearly full and a low fuel level with the tank being empty or nearly empty. Patent” slip op. at 24
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,029,906 - PTAB · Sep 21, 2020 · IPR2019-00846 · APJ Jennifer Meyer Chagnon · IPR · Final written decision
Claims 3 and 4 are cancelled, and substitute claims 12 and 13 are added; Petitioner did not prove the substitute claims obvious over the asserted combinations.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“understanding of a person of ordinary skill in the art at the time of the invention. Graham, 383 U.S. at 17. Dr. Ducharme testifies that a person of ordinary skill in the art “would have had at least an undergraduate degree in mechanical engineering, or equivalent education, training, or experience, with at least two years of experience with [Unmanned Aeriel Vehicles (UAV)].” Ex. 1003 ¶ 72. Dr. Reinholtz testifies that a person of ordinary skill in the art “would have had a bachelor’s degree in mechanical engineering and at least two years of experience designing mechanisms and mechanical structures of the type used in releasable couplings and locking devices. Additional education could substitute for professional experience and significant work experience could substitute for formal education.” Ex. 2001 ¶ 28. Dr. Reinholtz acknowledges that he does not view “Dr. Ducharme’s proposed definition as substantially different from [his own].” Ex. 2001 ¶ 30. We agree and note that our consideration of the issues presented does not turn on which proposed definition is applied. Dr. Ducharme and Dr. Reinholtz also acknowledge that their respective testimony would remain the same regardless of which of these definitions of a person of ordinary skill in the art is applied. See Ex. 1028 ¶ 23; Ex. 2001 ¶ 30. In any event, for purposes of this Final Written Decision, we adopt Petitioner’s description of a person of ordinary skill in the art, while maintaining our prior determination (Inst. Dec. 10) that the prior art reflects the appropriate level of skill at the time of the claimed invention. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 12
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed petitioner constructionDecided for petitioner
“1. “lugs” and “notches” Claim 1 recites, inter alia, “the shaft lock portion defining notches configured to engage corresponding lugs on the blade lock portion.” Ex. 1001, 6:7–9 (emphasis Petitioner’s (Pet. 23)). In the Institution Decision, we construed “lugs” and “notches,” in accordance with Petitioner’s proposal, as “projections” and “indentations,” respectively. See Inst. Dec. 12; Pet. 24; Ex. 1003 ¶ 86. The parties do not dispute this construction in their subsequent briefing, and we discern no reason to change this construction based on the complete record of this proceeding. Therefore, we maintain our prior construction for purposes of this Final Written Decision.” slip op. at 15
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, grantedGranted
“claims.” 35 U.S.C. § 316(d)(1)(B); see 37 C.F.R. § 42.121(a)(3) (“A motion to amend may cancel a challenged claim or propose a reasonable number of substitute claims.”). Patent Owner proposes two substitute claims in place of two challenged claims. Revised Mot. Amend 1, 27. “There is a rebuttable presumption that a reasonable number of substitute claims per challenged claim is one (1) substitute claim.” Lectrosonics, Paper 15 at 4; see 37 C.F.R. § 42.121(a)(3). Petitioner does not argue otherwise. See generally Opp. Therefore, we determine that the amendments propose a reasonable number of substitute claims.” slip op. at 18
- Obviousness (§103) › Motivation to combine / reasonable expectation of success › HindsightMotivation not foundNot shown unpatentableNot shown unpatentable
“screwed onto the wrong driveshaft, when using a conventional threaded attachment mechanism (such as that described in Sasaki) is actually “mistake-proof.” Based on the evidence of record, we determine that it is not. Or, in other words, we determine that the conventional threaded attachment mechanism taught by Sasaki does not teach the Engagement Limitation (i.e., it does not prevent the clockwise lock mechanism from “be[ing] engaged in” the counterclockwise lock mechanism). According to Patent Owner, “the conventional screw-on type blade attachment mechanism does not prevent the attachment of a blade to the wrong drive.” Revised Mot. Amend 15 (citing Ex. 2001 ¶¶ 52–54, 59). Patent Owner contends that “it is relatively easy to attach a blade on the wrong drive on a UAV that utilizes the conventional screw-on type connection mechanism.” Id. (citing Ex. 2001 ¶¶ 52–54); see also Ex. 2006 (video created by Dr. Reinholtz demonstrating that a blade can be attached to the wrong drive using a screw-on type attachment mechanism). In its Reply, Patent Owner argues, again relying on the testimony of Dr. Reinholtz, that “[w]ith a conventional threaded attachment mechanism, when a blade is screwed onto the wrong driveshaft, the blade becomes engaged in the lock mechanism.” Reply 2 (citing Ex. 2016 ¶¶ 20–24). Petitioner, on the other hand, relying on the testimony of Dr. Ducharme, contends that “[w]hen a blade is forced onto the driveshaft and the threads are ‘stripped’, the blade is not, and cannot be, ‘engaged’ with the lock mechanism”; “[r]ather, the metal threads on the shaft lock portion are likely carving out new notches in the blade lock portion.” Opp. 12 (citing Ex. 1028 ¶ 49). According to Patent Owner, however, the “[i]ntent of the UAV designer is not a part of the Engagement Limitation.” Reply 2; see id. (noting that “Petitioner’s position appears to be premised on the incorrect notion that the Engagement Limitation requires the engagement of lock mechanism components in the precise way that is intended by the designer of the UAV”). Patent Owner contends that to “be engaged in,” as properly construed, “include[s] the type of connection between threads when a blade is screwed onto the wrong driveshaft.” Id. at 3. As we have construed it, to “be engaged in” merely requires “being interlocked.” See supra Section II.C.2. Relying on testimony of Dr. Reinholtz, Patent Owner further contends that “when a blade is screwed onto the wrong driveshaft, the threads on the blade mate or interlock with the threads on the driveshaft.” Reply 3 (citing Ex. 2016 ¶¶ 20, 23–24); see also Tr. 31:8–12 (“[A]s Dr. Reinholtz explains [at Ex. 2016 ¶ 23], that when a blade is misthreaded, a mechanical connection is created by engagement between the threads either because threads on the blade are deformed around threads on the shaft or threads on the shaft carved through threads on the blade.”). As shown in Dr. Reinholtz’s video, when the blades are screwed onto the wrong driveshaft, the blade and shaft are locked together (i.e., “interlocked” or “engaged”). Ex. 2006; see also Ex. 2001 ¶ 54 (describing the video, and indicating that the incorrectly installed blades “do not fall off” and are “securely attached”).” slip op. at 32
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 9,260,184
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.