- PTAB · Oct 24, 2025 · IPR2025-00524 · APJ John G New · IPR · Institution
The Board instituted inter partes review of claims 1–20 on all grounds in the Petition.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“Under 35 U.S.C. § 314, the Board “may not authorize an inter partes review to be instituted unless … the information presented in the petition … and any response … shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” For the reasons we explain below, we institute inter partes review of claims 1–20 of the ’118 patent.” slip op. at 2
Nonecites Phillips · KSRPatents in suitUS 12,015,118 - PTAB · Oct 16, 2025 · IPR2025-00776 · APJ John G New · IPR · Institution
Instituted review of claims 9, 11, 32–58, 60–62, and 64–67 on all remaining petition grounds, after finding a reasonable likelihood that claim 9 is unpatentable over Thomas and Faucette.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“For the reasons set forth below, we determine that Petitioner has demonstrated that there is a reasonable likelihood that at least one of claims 9, 11, 32–58, 60–62, and 64–67 of the ’802 patent is unpatentable, and we on the Grounds set forth in the Petition.” slip op. at 2
- Settled expectationsOther
“Patent Owner also filed a Request with the Acting Director of the USPTO seeking discretionary denial of institution of inter partes review (Paper 6, the “Request”). Petitioner subsequently filed a brief opposing Patent Owner’s Request (Paper 8). On September 3, 2025, the Acting Director denied Patent Owner’s Request for discretionary denial of institution of inter partes review and referred the case to the panel for an institution decision on the merits (Paper 11).” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner asserts that a person of ordinary skill would have an M.D. or a Ph.D. degree in virology, immunology, and vaccinology, and at least 3 years of experience in one or more of the research, design, development, and testing of antiviral vaccines. Pet. 17. Petitioner asserts that a person of ordinary skill may be part of a multidisciplinary team having such experience. Id. (citing Ex. 1002 ¶ 81). Patent Owner does not dispute the level of skill asserted by Petitioner.” slip op. at 9
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“Neither party requests construction of any claim terms. Petitioner asserts that all claim terms should be given their ordinary and customary meaning, and Patent Owner does not disagree. See Pet. 17. Accordingly, we find, for the purposes of this Decision, that no terms of the challenged claims requires construction beyond the ordinary and customary meaning of the terms, as understood by a person of ordinary skill in the art at the time of the invention. Phillips, 415 F.3d at 1312–13; see also Vivid Techs., Inc. v. construes claims only to the extent necessary to resolve a dispute).” slip op. at 10
Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · GrahamPatents in suitUS 11,730,802 - PTAB · Oct 14, 2025 · IPR2025-00685 · APJ John G New · IPR · Institution
The Board instituted IPR on claims 1–23 and all petitioned grounds, finding a reasonable likelihood that the claims are obvious over Wei and Liu.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“Summary Based upon the record as presently developed, we conclude that Petitioner has met its burden of showing a reasonable likelihood of showing at trial that at least claim 1 of the ’370 patent is obvious over the cited prior art. Because we determine that Petitioner has demonstrated a reasonable likelihood of success at trial in showing that at least one claim is unpatentable on at least one of the stated Grounds, we institute inter partes review of all challenged claims of the ’370 patent, based on all of the remaining grounds identified in the Petition. See 37 C.F.R. § 42.208(a); SAS Inst., Inc. v. Iancu, 584 U.S. 357, 371 (2018); PGS Geophysical AS v. Iancu, 891 F.3d 1354, 1360 (Fed. Cir. 2018) (interpreting the statute to require “a simple yes-or-no institution choice respecting a petition, embracing all challenges included in the petition”).” slip op. at 44
- Skill levelSkill level board ownOther
“appears to be generally consistent with the level of skill presented in the cited prior art. See generally, e.g., Exs. 1005–1008; see also Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (the prior art itself may reflect an appropriate level of skill in the art). However, at this point we reject the portion of Petitioner’s proposed definition that includes having “access to other individuals with that knowledge and experience,” as not reflecting the individual level of skill of a given skilled artisan. See, e.g., Custom Accessories, Inc. v. Jeffrey-Allan Indus., Inc., 807 F.2d 955, 962 (Fed. Cir. 1986) (holding that “[t]he person of ordinary skill is a hypothetical person who is presumed to be aware of all the pertinent prior art. The actual inventor’s skill is not determinative”) (emphasis added, footnotes omitted). Consequently, and for the purposes of this Decision, we adopt Petitioner’s proposed definition as defining a person of ordinary skill in the art as a person who would have had “a Ph.D. in immunology, molecular biology, cellular biology, or a similar field, or an M.D. with similar experience, and would further have had at least five years of experience with antibodies and antibody engineering.”” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Plain and ordinary meaningOther
“Petitioner states that no term of the challenged claims requires construction to resolve the challenges in this Petition. Pet. 32. Patent Owner does not contest Petitioner’s assertion. See generally Prelim. Resp. We find, for the purposes of this Decision, that no terms of the challenged claims require construction beyond the ordinary and customary meaning of the terms, as understood by a person of ordinary skill in the art at the time of the invention. Phillips, 415 F.3d at 1312–13.” slip op. at 7
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundInstituted
“We find, based upon the present record and for the purposes of this Decision, that Petitioner has sufficiently established that a person of ordinary skill in the art would have been motivated to combine the teachings of Wei and Liu to determine the activity and suitability of Liu’s humanized anti- EGFR antibodies in an ADC. We acknowledge that Liu is silent regarding the pH selectivity or tissue preference of its binding affinity, but Patent Owner points to no prior art reference that would have informed a skilled artisan upon this point or that would have discouraged a person of ordinary skill in the art from combining the references. See fn.7, supra. And, even if a skilled artisan might have recognized that Liu’s humanized cetuximab might have been potentially problematic if it failed to show pH-selective activity like Wei’s Y104D, the mere fact that some disadvantage may come with an advantage when combining prior art does not foreclose their combination under § 103. Medichem, S.A. v. Rolabo S.L., 437 F.3d 1157, 1165 (Fed. Cir. 2006). In the instance of Liu’s humanized anti-EGFR antibody, a person of ordinary skill in the art would have recognized that its advantages (enhanced activity against tumor cells compared to chimeric cetuximab, thus requiring smaller dosages) could balance or outweigh its possible disadvantages (e.g., possible activity against non-tumor cells). Furthermore, it is in the nature of scientific research to continue to try new substitutions in drug therapy, even if a promising candidate has been discovered. As the Supreme Court stated in KSR: When there is a design need or market pressure to solve a problem and there are a finite number of identified, predictable solutions, a person of ordinary skill has good reason to pursue the known options within his or her technical grasp. If this leads to the anticipated success, it is likely the product not of innovation but of ordinary skill and common sense. In that instance the fact that a combination was obvious to try might show that it was obvious under § 103. 550 U.S. at 421.” slip op. at 39
Claim construction§ 103 obviousnesscites Phillips · KSRPatents in suitUS 10,792,370 - PTAB · Oct 8, 2025 · IPR2025-00629 · APJ Scott C Moore · IPR · Institution
The Board instituted IPR of claims 1–20 on all asserted grounds, finding a reasonable likelihood that claim 1 is obvious over Beard and Laufer.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“We may institute an inter partes review when “the information presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). If we institute an inter partes review, the trial must encompass all claims and grounds identified in the Petition. 37 C.F.R. § 42.108(a) (“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.”). For the reasons set forth below, we conclude that there is a reasonable likelihood that Petitioner will prevail in establishing the unpatentability of one or more claims of the ’711 Patent. We, therefore, institute inter partes review of claims 1–20 on the grounds identified in the Petition. B.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Petitioner contends 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 or avionics fields, or (2) at least four years of experience in any of the above industries. 1 The Leahy-Smith America Invents Act (“AIA”) included revisions to 35 U.S.C. §§ 102 and 103 that became effective on March 16, 2013. Because the applications from which the ’711 Patent claims priority were all filed after this date, the post-AIA version of §103 applies. See Ex. 1001, codes (60), (63). 2 U.S. Patent No. 9,769,387 B1, iss. Sept. 19, 2017 (Ex. 1009). 3 U.S. Patent App. Pub. No. 2017/0059692 A1, pub. Mar. 2, 2017 (Ex. 1010). 4 U.S. Patent App. Pub. No. 2012/0106800 A1, pub. May 3, 2012 (Ex. 1021). 5 U.S. Patent App. Pub. No. 2017/0161911 A1, pub. June 8, 2017 (Ex. 1007). 6 U.S. Patent App. Pub. No. 2013/0301905 A1, pub. Nov. 14, 2013 (Ex. 1024). 7 U.S. Patent App. Pub. No. 2012/0004844 A1, pub. Jan. 5, 2012 (Ex. 1025). 8 PCT App. Pub. No. WO 2017/123477 A1, pub. July 20, 2017 (Ex. 1022). 9 U.S. Patent App. Pub. No. 2017/0160751 A1, pub. June 8, 2017 (Ex. 1005). Pet. 8 (citing Ex. 1003 ¶¶ 50–54). Patent Owner does not presently dispute Petitioner’s proposed formulation. See generally Prelim. Resp. For purposes of this Decision, we adopt and apply Petitioner’s formulation regarding the level of ordinary skill in the art because it is (1) consistent with the ’711 Patent and the asserted prior art; and (2) it is supported by the testimony of Dr. Singhose. B.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner
“But the Detecting Limitations of claims 1, 19, and 20, merely require that a target be “detected.” The Detecting Limitations do not require that target detection be performed “aboard the reference UAV,” and claim 19 does not recite or require “machine learning.” Moreover, the Specification makes clear that the claims should not be limited to aspects of the disclosed embodiments, as Patent Owner proposes to do here. See, e.g., Ex. 1001, 2:56–59 (“The invention is described in connection with such embodiments, but the invention is not limited to any embodiment. The scope of the invention is limited only by the claims . . . .”) Patent Owner additionally fails to cite any lexicographic definition or clear and unambiguous disclaimer of claim scope sufficient to limit the claims in the manner it proposes. We, thus, are not persuaded that the Detecting Limitations require “applying aboard the reference UAV a machine learning model to the capture image for: (i) identifying a target in the captured image.”” slip op. at 8
- Disclosure Requirements (§112) › Written description (Ariad)Not entitled to earlier dateDecided for petitioner
“Priority Date of the Challenged Claims Petitioner contends that claims 1–20 of the ’711 Patent “should not have priority to the October 9, 2016 filing date of U.S. provisional [patent] application 62/405,972 due to a lack of written description support.” Pet. 3. Petitioner thus “assumes” a priority date of October 1, 2017 (the filing date of U.S. Provisional Patent Application No. 62/556,449) for purposes of this proceeding. Id. at n.2; see also Ex. 1003, code (60). Patent Owner does not presently dispute Petitioner’s contention that the ’711 Patent is not entitled to a priority date earlier than October 1, 2017. See generally Prelim. Resp. For purposes of this decision, we accept Petitioner’s undisputed contention that the ’711 Patent is not entitled to a priority date prior to 10 Any determination, no matter how designated in this Institution Decision (except our ultimate decision to institute), is preliminary and non-binding. Our Final Written Decision, based on a fully developed record of arguments and evidence, will state our binding determinations, findings, and conclusions. If a party disagrees with this preliminary construction, or any other determination set forth in this Institution Decision, that party should present its arguments at trial. The parties are reminded that any arguments not made during trial will be considered waived. Patent Owner is further reminded that arguments in the Preliminary Response are not preserved and will be considered waived at trial unless those arguments are re-raised in the Patent Owner Response. The parties are additionally reminded that arguments raised in subsequent briefing must be set forth in full in the briefs themselves, and may not be incorporated by reference from prior filings such as the Preliminary Response. See 37 C.F.R. § 42.6(a)(3). October 1, 2017.11 Accordingly, Petitioner has made a sufficient showing that all of the cited references qualify as prior art. See Pet. 4–6. D.” slip op. at 11
Claim construction§ 103 obviousness§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 10,514,711 - PTAB · Oct 8, 2025 · IPR2025-00530 · APJ Scott C Moore · IPR · Institution
Instituted review of claims 1–9 on all petition grounds after finding a reasonable likelihood that claim 1 is obvious over Whitmarsh.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). If we institute an inter partes review, the trial must encompass all claims and grounds identified in the Petition. 37 C.F.R. § 42.108(a) (“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.”). For the reasons set forth below, we conclude that there is a reasonable likelihood that Petitioner will prevail in establishing the unpatentability of at least one of the challenged claims. We, therefore, institute inter partes review of claims 1–9 on the grounds asserted in the Petition. B.” slip op. at 2
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner
“permission module,” as used in claim 1, has “a well understood structural meaning in the computer technology field.” 792 F.3d at 1350. Rather, the limitation in question is “drafted in the same format as a traditional means-plus-function limitation, and merely replaces the term ‘means’ with ‘nonce’ word ‘module,’ thereby connoting a generic ‘black box’ for performing the recited computer-implemented functions.” Id. And, while claim 1 recites the “outputs” of the permission module (i.e., a determination regarding the permissions of an aerial system), “the claim does not describe how the [permission module] interacts with other components in the [discrimination system] in a way that might inform the structural character of the limitation- in-question or otherwise impart structure to the [permission module] as recited in the claim.” Id. at 1351. We also reviewed the Specification, and we agree with Petitioner that the Specification identifies the following structure as corresponding to the claimed permission module: “storage on-board the disruption module 105, storage on-board the identification receiver 102, a remote computing system connected to the disruption module…, or [] any other suitable computing system.” See Pet. 12; Ex. 1001, 9:64–10:4. slip op. at 7
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableInstituted
“from nearby UAVs wireless communications that include information or signatures unique to the UAVs, such as a MAC [media access control] address of the UAV, that is used to identify the transmitting UAV.” Pet. 16– 18 (citing Ex. 1005 ¶¶ 20, 27; Ex. 1006 ¶¶ 8, 10, 13, 15–17; Ex. 1003 ¶¶ 117–118). For example, Petitioner cites Whitmarsh’s teachings that “[a]ll drones have a unique identifier, such as a media access control (MAC) address, that can be determined or read by the DDS [drone defense system] and can be used to identify the drone.” Id. at 16 (quoting Ex. 1006 ¶ 13). Based on these teachings, Petitioner submits that the signal received from the UAVs includes an aerial system identifier signal unique to the aerial system. Id. at 17–18 (citing Ex. 1005 ¶ 27; Ex. 1006 ¶ 13).” slip op. at 10
Claim construction§ 103 obviousnesscites Phillips · GrahamPatents in suitUS 10,249,199 - PTAB · Oct 8, 2025 · IPR2025-00525 · APJ Scott C Moore · IPR · Institution
The Board instituted review of claim 21 on all asserted grounds after finding a reasonable likelihood it is obvious over Beard.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“presented in the petition . . . shows that there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” 35 U.S.C. § 314(a). If we institute an inter partes review, the trial must encompass all claims and grounds identified in the Petition. 37 C.F.R. § 42.108(a) (“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.”). For the reasons set forth below, we conclude that there is a reasonable likelihood that Petitioner will prevail in establishing the unpatentability of claim 21, the sole challenged claim. We, therefore, institute inter partes review of claim 21 on the grounds asserted in the Petition. B.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“[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. Pet. 21 (citing Ex. 1003 ¶ 47). Patent Owner does not presently dispute Petitioner’s proposed formulation. See generally Prelim. Resp. For 3 U.S. Patent App. Pub. No. US 2016/0253907 A1, published Sept. 1, 2016 (Ex. 1010). 4 PCT Pub. No. WO 2016/078093 A1, published May 26, 2016 (Ex. 1011). 5 PCT Pub. No. WO 2016/154949 A1, published Oct. 6, 2016 (Ex. 1012). 6 U.S. Pat. App. Pub. No. US 2016/0127890 A1, published May 5, 2016 (Ex. 1013). 7 PCT Pub. No. WO 2015/043123 A1, published Apr. 2, 2015 (Ex. 1014). purposes of this Decision, we adopt and apply Petitioner’s formulation regarding the level of ordinary skill in the art because it is (1) consistent with the ’959 Patent and the asserted prior art; and (2) it is supported by the testimony of Dr. Chowdhary. B.” slip op. at 5
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for patent owner
“But before describing the embodiments cited by Patent Owner, the Specification plainly states: “Any terms not expressly defined herein have their conventional meaning as commonly understood by those having skill in the relevant art(s).” Ex. 1001, 4:64–67. Thus, the Specification itself cautions against construing the claim terms such as “secure identifier” as limited to the scope of the disclosed embodiments. Here, Patent Owner has not cited any express definition of “secure identifier,” or identified any explicit disclaimer of claim scope that might justify narrowing the scope of this claim term to specific embodiments disclosed in the Specification. In the absence of such a definition or disclaimer, we are not persuaded that the scope of the claim term “secure identifier” should be limited to specific aspects of the preferred embodiments cited by Patent Owner. See Prelim. Resp. 7–14. On this record, and at this stage of the proceeding, we decline to adopt Patent Owner’s proposed construction and preliminarily construe “secure identifier” as “a credential that can be used to securely verify the identity of a device, such as an airborne object or ground-based transmitter.”8” slip op. at 10
- Disclosure Requirements (§112) › Written description (Ariad)Written description inadequateNot entitled to earlier dateDecided for petitioner
“’071 Application lack adequate written description support for the “secure identifier” claim limitation. For a patent claim to be entitled to the priority date of an earlier-filed application, the earlier application must provide complete written description support for the claim as required by 35 U.S.C. § 112(a). L.A. Biomedical Rsch. Inst. at Harbor-UCLA Med. Ctr. v. Eli Lilly & Co., 849 F.3d 1049, 1057 (Fed. Cir. 2017) (“L.A. Biomed”). To satisfy this requirement, the written description must “reasonably convey” to a person of ordinary skill in the art that the inventor had possession on the claimed priority date of each limitation of the later-claimed subject matter. L.A. Biomed, 849 F.3d at 1057. It is not enough that an earlier application’s disclosure “renders the later-claimed invention obvious;” as “the disclosure must describe the claimed invention with all its limitations.” L.A. Biomed, 849 F.3d at 1057. On this record, we agree with Petitioner that the ’153 Provisional and ’071 Application lack adequate written description support for the “secure identifier” limitation of claim 21. We have preliminarily construed “secure identifier” as “a credential that can be used to securely verify the identity of a device, such as an airborne object or ground-based transmitter.” See supra § II.B. As discussed above, the Specification of the ’959 Patent does not use the term “secure identifier,” but the Specification contains extensive discussion of the need for an identification credential that is secure (e.g., difficult for a bad actor to clone or impersonate). See, e.g., Ex. 1001, 1:56– 65 (discussing the need for a system that is difficult to “clone”), 10:20–49 (discussing the need “trust” between a drone and ground-based equipment, and the need for a way to verifying the drone’s credentials), 11:5–12:62 (disclosing the use of encryption and a rotating SSID to generate a secure identifier for a drone). None of the portions of the Specification cited above is present in the ’153 Provisional or the ’071 Application. See generally Ex. 1006, 1007. The ’153 Provisional and ’071 Application discuss the need for identifiers for low-altitude aircraft (see, e.g., Ex. 1006, 2; Ex. 1007, 9), but there is no discussion of any need for an identification credential to be secure or resistant to cloning or impersonation. See generally Ex. 1006, 1007. The ’153 Provisional and ’071 Application do not disclose the use of encryption, SSIDs (much less rotating SSIDs), or any other technologies for the purpose of verifying the authenticity of an identification credential. See generally id. Based on our review of the ’153 Provisional and ’071 Application, we preliminarily conclude that neither of these applications would have reasonably conveyed to a person of ordinary skill in the art that the inventor then had possession of the concept of the “secure identifier” that was later claimed in the ’959 Patent.” slip op. at 12
Claim construction§ 103 obviousness§ 112 disclosurecites Phillips · GrahamPatents in suitUS 10,713,959 - PTAB · Oct 2, 2025 · IPR2025-00673 · APJ Michael R Zecher · IPR · Institution
The Board instituted IPR on claims 1–7 and all petitioned grounds, finding a reasonable likelihood that Amazon would show at least one claim unpatentable over Shin and Aoyama.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“shown that there is a reasonable likelihood that it would prevail in demonstrating at least one of claims 1–7 of the ’675 patent is unpatentable. We begin our analysis with the principles of law that generally apply to an asserted ground based on obviousness, we then assess the level of skill in the art, next we provide brief overviews of Shin and Aoyama, and then we address the parties’ contentions with respect to independent claims 1, 6, and 7.” slip op. at 11
- Skill levelSkill level petitioner adoptedDecided for petitioner
“time it was made, we consider the level of ordinary skill in the pertinent art at the time of the invention. Graham, 383 U.S. at 17. “The importance of resolving the level of ordinary skill in the art lies in the necessity of maintaining objectivity in the obviousness inquiry.” Ryko Mfg. Co. v. Nu-Star, Inc., 950 F.2d 714, 718 (Fed. Cir. 1991). The “person having ordinary skill in the art” is a hypothetical construct, from whose vantage point obviousness is assessed. In re Rouffet, 149 F.3d 1350, 1357 (Fed. Cir. 1998). Factors pertinent to a determination of the level of ordinary skill in the art include “(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.” Env’t Designs, Ltd. v. Union Oil Co. of Cal., 713 F.2d 693, 696 (Fed. Cir. 1983) (citing Orthopedic Equip. Co. v. All Orthopedic Appliances, Inc., 707 F.2d 1376, 1381–82 (Fed. Cir. 1983)). “Not all such factors may be present in every case, and one or 4 At this stage in the proceeding, SoundClear does not present arguments or evidence of secondary considerations. See Prelim. Resp. more of these or other factors may predominate in a particular case.” Id. at 696–97. Relying on the testimony of Dr. Stern, Amazon argues the following: [a] person of ordinary skill in the art . . . would have had a minimum of a bachelor’s degree in computer engineering, computer science, electrical engineering, or a similar field, and approximately two years of industry or academic experience in a field related to controlling the audio output of electronic devices. Work experience could substitute for formal education and additional formal education could substitute for work experience. Pet. 7 (citing Ex. 1002 ¶¶ 28–32). In the Preliminary Response, SoundClear does not address Amazon’s assessment of the level of skill in the art. See Prelim. Resp. At this stage of the proceeding, we adopt Amazon’s uncontested assessment of the level of skill in the art because (1) it is consistent with the ’675 patent and the asserted prior art; and (2) it is supported by the testimony of Dr. Stern.” slip op. at 12
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundInstituted
“arguments and evidence for purposes of institution that would support determining that a person of ordinary skill in the would have been motivated to combine the teachings of Shin and Aoyama. As one example, Amazon contends that the proposed combination is merely the addition of one known element (i.e., “Aoyama’s natural language processing and information retrieval”) to another known element (i.e., “Shin’s voice processing and response device”) to obtain predictable results (i.e., “identifying a user’s intent and providing information responsive to such intent”). Pet. 19–20 (citing KSR, 550 U.S. at 417; Ex. 1002 ¶ 83). As another example, Amazon contends the proposed combination also represents the addition of one known element (i.e., “Aoyama’s word replacement” feature) to another known element (i.e., “Shin’s distance-based content abbreviation/simplification”) to obtain predictable results (i.e., “using word replacement to simply content for distant users”). Id. at 25–26 (citing KSR, 550 U.S. at 417; Ex. 1002 ¶ 100). Amazon also presents sufficient arguments and evidence for purposes of institution that would support determining there is a reasonable expectation of success in making the proposed combination. Id. at 20 (citing Ex. 1002 ¶ 84), 27–28 (citing Ex. 1002 ¶ 102; Ex. 1011 ¶¶ 97, 98 Fig. 7). To the extent SoundClear argues that Amazon is required to identify a problem a person of ordinary skill in the art would have sought to solve when combining the teachings of Shin and Aoyama, we do not agree. See Prelim. Resp. 31–32. This line of argument runs contrary to the principles of law articulated in KSR. In KSR, the Supreme Court emphasized “an expansive and flexible approach” to an obviousness evaluation. KSR, 550 U.S. at 415; see also Jazz Pharm., Inc. v. Amneal Pharm., LLC, 895 F.3d 1347, 1363 (Fed. Cir. 2018) (“KSR did not impose a rigid requirement to identify . . . a problem to be solved in the art . . . .”). The Supreme Court stated that, “[o]ften, it will be necessary for a court to look to interrelated teachings of multiple patents,” amongst other things, “to determine whether there was apparent reason to combine the known elements in the fashion claimed by the patent at issue.” KSR, 550 U.S. at 418. Moreover, the Supreme Court explained that, “[u]nder the correct analysis, any need or problem known in the field of endeavor at the time of invention and addressed by the patent can provide a reason for combining the elements in the manner claimed.” Id. at 420.” slip op. at 26
- Expert testimonyPetitioner expert creditedDecided for petitioner
“Based on the preliminary record, we discern no deficiency in Amazon’s characterizations of Shin, Aoyama, or the general background knowledge in the art. In addition, for purposes of institution, we are persuaded by Dr. Stern’s testimony concerning the relevant disclosures in Shin and Aoyama. At this stage of the proceeding, SoundClear argues that Shin does not teach limitations 1[b]—“a voice classifying unit configured 1[b][i] to calculate a distance between the user and the output-content control device by a proximity sensor 1[b][ii] to classify the voice into either a first voice or a second voice based on the calculated distance.” See Prelim. Resp. 19–22. a. Limitations 1[b]—“a voice classifying unit configured to 1[b][i] calculate a distance between the user and the output-content control device by a proximity sensor to 1[b][ii] classify the voice into either a first voice or a second voice based on the calculated distance” In the Preliminary Response, SoundClear contends that Shin fails to teach voice classification because “Shin is incapable of distinguishing [between] multiple voices.” Prelim. Resp. 21. More specifically, SoundClear argues that Shin cannot teach classifying a voice into a first voice or second voice because “Shin never refers to a ‘first user’ or ‘second user’ or ‘multiple users.’” Id. (citing Ex. 1003 generally); see also id. at 26– 27 (arguing that Amazon misstates the record because Shin never discloses a “first voice” nor a “second voice”). Instead, SoundClear asserts that Shin only contemplates a single user (i.e., user 10) when calculating the distance between the user and an electronic device (e.g., Shin’s electronic device 100). Id. at 21–22 (citing Ex. 1003 ¶¶ 37, 38). Based on the preliminary record, Amazon presents sufficient evidence that would support a finding that Shin teaches “a voice classifying unit configured to calculate a distance between the user and the output-content control device by a proximity sensor to classify the voice into either a first voice or a second voice based on the calculated distance.” Pet. 10–14. Shin discloses that “processor 120 may determine an output scheme of corresponding content based on a distance between a user and the electronic device 101.” Ex. 1003 ¶ 53. Shin’s processor 120 accomplishes this distance calculation by using distance detection module 180, which may include various sensors, such as a proximity sensor. Id. ¶ 66; see also id. ¶ 153 (disclosing an embodiment where electronic device 901 includes sensor module 940, which, in turn, includes proximity sensor 940G). Shin’s Table 3 illustrates how the distance between the user and electronic device 101 determines the output scheme. Id. ¶ 86, Table 3. For instance, Shin’s Table 3 illustrates classifying the user’s voice input as a “first voice” when the distance between the user and electronic device 101 is between 1 to 2 meters, and classifying the user’s voice input as a “second voice” when the distance between the user and electronic device 101 is less than 1 meter. Id. ¶¶ 86, 87, Table 3.” slip op. at 23
§ 103 obviousnesscites KSR · GrahamPatents in suitUS 11,244,675 - Google LLC v. Withrow Networks Inc.InstitutedPTAB · Sep 29, 2025 · IPR2025-00775 · APJ Jason J Chung · IPR · Institution
The Board instituted IPR on claims 1–9 and all asserted grounds, finding a reasonable likelihood that at least one claim is unpatentable, including over Carmel and Mattavelli.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“1. Principles of Law A claim is unpatentable under § 103 if 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 skill in the art; and (4) when in evidence, objective indicia of obviousness or non-obviousness (i.e., secondary considerations, such as commercial success, long-felt but unsolved need, failure of others, etc.).5 Graham v. John Deere Co. of Kansas City, 383 U.S. 1, 17–18 (1966). We analyze the asserted grounds based on obviousness with the principles we identify above in mind.” slip op. at 9
- Skill levelSkill level petitioner adoptedDecided for petitioner
“Factors pertinent to a determination of the level of ordinary skill in the art include “(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.” Envtl. Designs, Ltd. v. Union Oil Co. of Cal., 713 F.2d 693, 696 (Fed. Cir. 1983) (citing Orthopedic Equip. Co. v. All Orthopedic Appliances, Inc., 707 F.2d 1376, 1381–82 (Fed. Cir. 1983)). “Not all such factors may be present in every case, and one or more of these or other factors may predominate in a particular case.” Id. at 696–97. Relying on the testimony of Dr. Polish, Google argues the following: [a] person of ordinary skill in the art . . . would have possessed at least a bachelor’s degree in computer science, computer engineering, electrical engineering, or an equivalent field requiring learning computation principles, and two years of work experience in networking or streaming media systems, particularly audio and video, over the Internet. Additional education could compensate for less practical experience and vice versa.” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“In the Petition, Google states that it “does not presently contend that any [claim] term requires express construction.” Pet. 6. In response, Withrow acquiesces; in particular, Withrow argues “the Board need not construe any terms of the ’849 Patent. Petitioner does not contend any [claim] terms require express construction.” Prelim. Resp. 13 (citing Pet. 6). Based on the preliminary record, there is no readily discernible controversy between the parties that requires us to construe any claim terms at this time. See, e.g., Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (noting that “we need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 8
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundInstituted
“Turning to rationale to combine, Google contends that Carmel and Mattavelli are both directed to processing multimedia data playback “for the appreciation of a user,” while providing the highest perceived audio and video output quality possible in view of system constraints to ensure playback continuity. Pet. 50–51 (citing Ex. 1003, 10:48–54, 11:9–18, 7:35– 49, Figs. 3D, 6B; Ex. 1004, 2309, 2310). Google argues that both Carmel and Mattavelli pertain to compression of multimedia data using well-known coding and compression standards for video streaming. Pet. 51 (citing Ex. 1003, 7:25–26, 11:24–52; Ex. 1004, 2309–2311). Google argues a PHOSITA would appreciate both Carmel and Mattavelli complement each other because Carmel pertains to addressing constraints to available network bandwidth, whereas Mattavalli relates to addressing limits on available processing resources at the client/multimedia player. Pet. 52 (citing Ex. 1003, Abstract, 7:36–41; Ex. 1004, 2309–2312). Google argues that a PHOSITA would have been motivated to combine the complementary teachings in Carmel and Mattavelli to create a more robust streaming system that addresses both bandwidth constraints and client processing limits to provide a best possible playback experience. Pet. 52 (citing Ex. 1002 ¶¶ 212–215). Google argues that Mattavelli teaches merely optimizing transmission bandwidth is not sufficient and is potentially harmful, which provides an express motivation to combine Carmel’s and Mattavelli’s complementary teachings to ensure that different, related links in the streaming playback chain are optimized together. Pet. 53 (citing Ex. 1002 ¶¶ 216–217; Ex. 1004, 2310). In addition, Google argues Carmel contains an express disclosure that would have motivated a PHOSITA to combine Carmel with Mattavelli’s complementary teachings because Carmel states that multimedia playback is achieved “preferably with only a minimal necessary transmission and decoding delay.” Pet. 53–54 (citing Ex. 1002 ¶ 218; Ex. 1003, 10:50–54). Withrow does not specifically respond to these arguments, except for limitations 1[c.ii] and 1[c.iv] discussed infra. See generally Prelim. Resp. Nonetheless, the burden of persuasion remains on Petitioner to demonstrate unpatentability. See Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015). Based on the preliminary record, we discern no deficiency in Google’s characterizations of Carmel, Mattavelli, or the general background knowledge in the art. In addition, for purposes of institution, we are persuaded by Dr. Polish’s testimony concerning the relevant disclosures in Carmel and Mattavelli.” slip op. at 22
Claim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 10,771,849 - PTAB · Sep 19, 2025 · PGR2025-00025 · APJ Kimberly Mcgraw · PGR · Institution
The Board instituted PGR on claims 1–19 and all asserted grounds, finding it more likely than not that claim 1 is anticipated by the Gatorade Label.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“if “the information presented in the petition . . . demonstrate[s] that it is more likely than not that at least 1 of the claims challenged in the petition is unpatentable.” Post-grant review is available for patents that issue from applications that at one point contained at least one claim with an effective filing date on or after March 16, 2013. See Leahy-Smith America Invents Act, Pub. L. No. 112-29, 125 Stat. 284 (2011) (“AIA”), §§ 3(n)(1), 6(f)(2)(A). After considering the briefing and the evidence of record, for the reasons set forth below, we determine that Petitioner has shown that the ’422 Patent is eligible for post-grant review and has shown it is more likely than not that at least one challenged claim of the ’422 Patent is unpatentable under § 324(a). Accordingly, we institute a post-grant review of the challenged claims of the ’422 Patent.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner contends that a person of ordinary skill in the art “would possess at least (1) a Bachelor’s degree in chemistry or a related field, with (2) five years of experience in material identification and characterization using multiple analytical methods and field sampling, or equivalent research or professional experience.” Pet. 12 (citing Ex. 1014 ¶ 24). Patent Owner does not dispute Petitioner’s definition for one of ordinary skill in the art nor provide a proposed definition of its own. See generally Prelim. Resp. For the purposes of this Decision, we adopt Petitioner’s undisputed proposal regarding the level of one of ordinary skill in the art.” slip op. at 7
- Claim Construction › Intrinsic evidence (Phillips canons) › Prosecution history disclaimer / disavowalDisclaimer foundDecided for patent owner
“336. The applicant explained that not all combinations of shrink films and light blocking materials are recyclable. Id. at 335. The applicant explained that films can be compatible with PET recycling in two ways, (1) the film can float in water and be separated from PET that sinks in water or (2) the PET films crystallize and “can be recovered with the PET stream.” Id. at 336 (citing “A Resource Document by the Association of Plastic Recyclers (APR)”) (found at Ex. 1002, 323–332) (emphasis omitted). The applicant explained that “removing the label before or during the recycling process is not evidence of the recyclability of the label” and that “[r]emoving the label during the recycling process is not equivalent to actually recycling the label.” Id. at 335. As such, a POSITA reading the prosecution history would understand that a label is not recyclable with a PET container, as recited by the independent claims, by removing the label from the PET recycle stream before or during the recycling process.” slip op. at 10
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownOther
“To determine how a person skill in the art would determine if a shrink label is “recyclable” as recited in the independent claims, we look to how the Specification of the ’422 Patent describes or defines recyclable shrink labels. For example, the ’422 Patent states that PET shrink films are generally considered recyclable if no inks are retained on the film after a caustic wash cycle typically used in PET reclaiming processes. Ex. 1001, 6:61–65. The ’422 Patent further states that labels are fully recyclable if the polymers used are clear, preferably clear PET, and the labels include inks that can be washed off in a “typical PET recycling wash (caustic wash).” Id. at 11:44– 49; see also id. at 11:49–54 (describing embodiments in which the labels are free or substantially free of inks that cannot be washed off in a caustic wash or where the labels are free or substantially free of color plastics that cannot be recycled). The ’422 Patent further discusses “industry standards” for determining whether various embodiments of shrink labels are recyclable. See, e.g., id. at 11:29–53. For example, the Specification states that the “Association for Plastic Recyclers (APR) Critical Guidance Protocol for Clear PET Articles with Labels and Closures (PET-CG-02)” (Ex. 1005) can certify that a film is fully recyclable with a container or bottle. Id. at 11:34– 38. Additionally, the Specification states that labels “are recyclable according to the Evaluation of the Near Infrared (NIR) Sorting Potential of a Whole Plastic Article (SORT-B-01)” (Ex. 1010) and/or the “Evaluation of Sorting Potential for Plastic Articles Utilizing Metal, Metalized, or Metallic Printed Components (SORT-B-03)” (Ex. 1011). Ex. 1001, 11:39–44. The ’422 Patent further states that embodiments of the labels “are fully recyclable. For example, the labels may include inks that can be washed off in a typical PET recycling wash (caustic wash) and the polymers” are preferably clear PET. Id. at 11:44–48. The ’422 Patent thus provides various descriptions or standards to determine the recyclability of shrink labels. For the purposes of addressing the anticipation and obviousness grounds, we determine that any of these standards can be used to determine if a shrink label is “recyclable.” We note that our construction is preliminary and is based on the present record. We invite the parties to further the address the construction of “wherein the recyclable shrink label is recyclable with a PET container” during trial.” slip op. at 12
Claim construction§ 102 anticipation§ 103 obviousness§ 112 disclosurecites Phillips · NautilusPatents in suitUS 11,961,422 - PTAB · Aug 19, 2025 · IPR2025-00431 · APJ Donna M Praiss · IPR · Institution
The Board instituted review of claims 1–7 and 14–17 on the petition’s grounds, finding the preliminary record showed a reasonable likelihood that at least one challenged claim was unpatentable.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“review under 35 U.S.C. § 314 (2018); 37 C.F.R. § 42.4(a). The standard for instituting an inter partes review is set forth in 35 U.S.C. § 314(a), which provides that an inter partes review may not be instituted “unless the Director determines . . . there is a reasonable likelihood that the petitioner would prevail with respect to at least [one] of the claims challenged in the petition.” For the reasons set forth below, upon considering the Petition and Preliminary Response, we determine that Petitioner has established a reasonable likelihood of prevailing with respect to at least one challenged claim. Accordingly, we grant the Petition and institute inter partes review.” slip op. at 2
Nonecites Phillips · KSR · GrahamPatents in suitUS 11,799,131
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.