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  • Snap Inc. v. You Map Inc.All claims unpatentable
    PTAB · May 4, 2026 · IPR2022-00568 · APJ Jason M Repko · IPR · Remand

    Claims 1–20 remain unpatentable; the contingent motion to amend is denied because the proposed substitute claims would have been obvious over Feldman and Jackson in view of ordinary skill.

    RulingsRemand decision
    • RemandDecided for patent owner

      “challenge fails even if Petitioner’s summary of the references were correct because Petitioner did not present a sufficient reason to modify Feldman to include a current zoom level in its search request. FWD 56. The Federal Circuit vacated this finding specifically and contemplated that there would be a “consideration of obviousness” on remand. CAFC Dec. 10–11. That consideration requires more than determining whether any one reference teaches a current zoom level and a search, generally. See FWD 56 (quoting MTA Reply 10). Here, Petitioner’s challenge is based on modifying the Feldman-Jackson combination. So the Board must determine on remand whether the Feldman-Jackson combination in view of knowledge of a POSA meets the claim limitations at issue. We also disagree to the extent that Petitioner argues that the Board is precluded from considering additional arguments on the relevant issues on remand. The Board’s preliminary guidance on the Motion to Amend stated that Petitioner’s obviousness rationale was based on convenience and this reason was not sufficiently supported: reference lacks a sufficient explanation of why one of ordinary skill in the art would have added the zoom levels in the prior art to Feldman. See id. At most, Petitioner argues that it would be convenient to “specify the area the user desires to search for content” in this way. Id. at 14. But, on this record, Petitioner has not sufficiently explained why it would be convenient to do so in Feldman. See id. Nor has Petitioner sufficiently explained how or why the prior-art features confer this convenience. See id. MTA PG, 13. Because the Board’s conclusion turned on the lack of sufficient explanation, the briefing that followed was limited to Petitioner’s obviousness rationale. See, e.g., MTA Reply 9–12, MTA Sur-reply 1–12. Under these specific circumstances, we determine that it would be procedurally fair to fully consider the arguments on remand about whether the cited prior art teaches or suggests the limitations recited in the substitute claims. And, as discussed above, the Federal Circuit has directed the Board to consider obviousness. CAFC Dec. 10–11.” slip op. at 11

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “Patent Owner does not contest Petitioner’s proposed level of ordinary skill in the art. See PO Resp.; Sur-reply. Patent Owner’s expert, Dr. Shamos, and provides substantially the same expression of the level of ordinary skill in the art. Ex, 2003 ¶¶ 30–31; see FWD 6–7. In this Decision, we apply Petitioner’s proposed definition.” slip op. at 6

    • PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, deniedDenied

      “In sum, Petitioner has shown that replacing Feldman’s radius with Badger’s zoom level meets all the limitations of the claim considered in the context of the Feldman-Jackson combination. Also, the evidence shows a motivation to modify the radius in Feldman’s search request to instead be based on the zoom-level parameter disclosed in Badger. See Intel Corp. v. PACT XPP Schweiz AG, 61 F.4th 1373, 1380–81 (Fed. Cir. 2023) (“There is a motivation to combine when a known technique ‘has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way,’ . . . using the ‘prior art elements according to their established functions.’”) (citing KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 417 (2007)). substitute claim 21 is unpatentable over Feldman, Jackson, and knowledge of one of ordinary skill in the art. See Koninklijke Philips N.V. v. Google LLC, 948 F.3d 1330, 1337 (Fed. Cir. 2020) (“[U]nder 35 U.S.C. § 103, the obviousness inquiry turns not only on the prior art, but whether ‘the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious . . . to a person having ordinary skill in the art to which the claimed invention pertains.’”).” slip op. at 19

    • Strike new argumentNew argument consideredDecided for patent owner

      “precluded from considering additional arguments on the relevant issues on remand. The Board’s preliminary guidance on the Motion to Amend stated that Petitioner’s obviousness rationale was based on convenience and this reason was not sufficiently supported: reference lacks a sufficient explanation of why one of ordinary skill in the art would have added the zoom levels in the prior art to Feldman. See id. At most, Petitioner argues that it would be convenient to “specify the area the user desires to search for content” in this way. Id. at 14. But, on this record, Petitioner has not sufficiently explained why it would be convenient to do so in Feldman. See id. Nor has Petitioner sufficiently explained how or why the prior-art features confer this convenience. See id. MTA PG, 13. Because the Board’s conclusion turned on the lack of sufficient explanation, the briefing that followed was limited to Petitioner’s obviousness rationale. See, e.g., MTA Reply 9–12, MTA Sur-reply 1–12. Under these specific circumstances, we determine that it would be procedurally fair to fully consider the arguments on remand about whether the cited prior art teaches or suggests the limitations recited in the substitute claims. And, as discussed above, the Federal Circuit has directed the Board to consider obviousness. CAFC Dec. 10–11.” slip op. at 11

    Patent outcomesUS 10,616,727 unpatentable
    § 103 obviousnesscites KSR
    Patents in suitUS 10,616,727
  • PTAB · Apr 22, 2026 · IPR2022-01002 · APJ Jameson Lee · IPR · Remand

    On remand, claims 1–9 and 12–20 are unpatentable as obvious over Paulraj and Heath under § 103.

    RulingsRemand decision
    • RemandOther

      “determining no challenged claim had been proved unpatentable by Samsung Electronics Co., Ltd., Samsung Electronics America, Inc., and Apple Inc. (collectively, “Petitioner”). Paper 41. Petitioner appealed to the U.S. Court of Appeals for the Federal Circuit. Papers 43, 44. On January 13, 2026, the Federal Circuit vacated and remanded, on the basis that the Board erred by not considering certain alternative arguments presented in the Petitioner’s Reply (Paper 29), which were properly responsive to claim construction proposed in the Patent Owner Response and adopted by the Board.1 Paper 45. In its Reply, Petitioner alternatively argued that even under the Patent Owner’s claim construction relating to “the plurality of antennas,” the same prior art references nonetheless still rendered obvious the challenged claims. In this remand proceeding, neither party requested the filing of additional briefing, despite having been given an opportunity to make and explain such a request. Paper 51. We have authority to conduct this inter partes review under 35 U.S.C. § 6. This Final Written Decision on Remand is issued pursuant to 35 U.S.C. § 318(a) and 37 C.F.R. § 42.73. Having considered all of the arguments presented in Petitioner’s Reply, we determine that Petitioner has proved by a preponderance of the evidence that claims 1–9 and 12–20 of U.S. Patent No. 9,191,083 B1 (Ex. 1001, “the ’083 patent”) are unpatentable. A.” slip op. at 2

    • Skill levelSkill level board ownDecided for petitioner

      “Bachelor’s degree in electrical engineering, computer engineering, computer science, or a related field, and at least two years of experience related to the design or development of wireless communication systems, or the equivalent.” Pet. 2–3 (citing Ex. 1003 ¶¶ 27–28). Petitioner additionally states that “[a]dditional graduate education could substitute for professional experience, or significant experience in the field could substitute for formal education.” Pet. 3. Patent Owner does not in its Response address the level of ordinary skill. Patent Owner’s expert witness, Dr. Cooklev, testifies that he “will apply the same definition of the level of skill of a POSITA [as Petitioner].” Ex. 2004 ¶ 19. Based on the evidence of record, we determine a person of ordinary skill would have had a bachelor’s degree in electrical engineering, computer engineering, computer science, or a related field, and two years of experience related to the design or development of wireless communication systems. This is consistent with Petitioner’s articulation of the level of ordinary skill, with the exception of Petitioner’s open-ended reference to “at least” two years of experience, because that would improperly encompass a level of experience only possessed by an expert. This articulation of the level of ordinary skill is also the same as what we determined in the Final Written decision issued on November 30, 2023. Paper 41, 6. C. slip op. at 6

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

      “Patent Owner contends: “The plain meaning of the claims requires that the same ‘plurality of antennas’ be used for transmitting and receiving the plurality of signal streams.” PO Resp. 5, 9–12. Citing Dr. Cooklev’s testimony, Patent Owner contends that the ’083 patent’s Specification describes embodiments that use the same antennas for both transmitting and receiving data streams. PO Resp. 7–9 (citing Ex. 2004 ¶¶ 34–35). In the Final Written Decision, we determined: Although we do not understand the claims to require both transmission and reception “via all antennas” all of the time, we determine the claims require a set of antennas in which at least some of the antennas are for both transmitting and receiving. We disagree with Petitioner that two separate sets of antennas— one set of transmitting antennas and a separate, nonoverlapping set of receiving antennas—fall within the scope of the challenged claims. Paper 41, 13 (emphasis added). The Federal Circuit agreed with our claim construction. Apple Inc. v. Smart Mobile Technologies LLC, U.S. Ct. App. Fed. Cir., slip op. 24-1419 (January 13, 2026) (2026 WL 91021) (Paper 45, 2–4). We continue to apply the same construction here that we adopted in the Final Written Decision.” slip op. at 9

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

      “legally sufficient motivation for modifying Paulraj, but only attempted to show that the modification “could” have been made by one of ordinary skill in the art which is not enough for a showing of obviousness. Sur-reply 8–9. We disagree with Patent Owner. Establishing that certain technique was well-known to one of ordinary skill in the art at the effective filing date of the challenged patent constitutes sufficient motivation to make a modification in accordance with what was well-known in the art to one of ordinary skill, absent factors not present here. Indeed, “if a technique has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill.” KSR, 550 U.S. at 417. That would be the situation where a technique was well-known to one of ordinary skill in the art, unless there is actual difficulty in making the application. The “improvement” here, although not articulated by Petitioner, is inherent with the technique, not requiring use of separate antennas for transmitting and receiving, i.e., eliminating the need for additional parts. Further, it is not necessary to show that a modification is the “best option,” because any “suitable option” would suffice. See Intel Corporation v. Qualcomm Incorporated, 21 F.4th 784, 800 (Fed. Cir. 2021). Here, Patent Owner does not assert that one of ordinary skill in the art would have had difficulty modifying Paulraj to use some of the same antennas both for transmitting and for receiving. Nor does Patent Owner dispute that it was well known to one of ordinary skill in the art to use the same antenna(s) for both transmitting and for receiving. We further note the following description in the Specification of the ’083 patent: “The typical CT/MD [cellular telephone/mobile device] has one transmitter and one receiver (T/R), with one antenna.” Ex. 1001, 1:47–48. That statement is fully consistent with Petitioner’s assertion that it was well-known to use the same antenna for transmitting and for receiving. For the foregoing reasons, notwithstanding Patent Owner’s arguments to the contrary, we determine that Petitioner sufficiently has shown that it would have been obvious to one of ordinary skill in the art to modify Paulraj such that some of the same antennas would be used both for transmitting and for receiving, according to limitations 1[b], 1[d], and 1[e].” slip op. at 36

    Patent outcomesUS 9,191,083 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 9,191,083
  • PTAB · Apr 15, 2026 · IPR2024-01419 · APJ Susan L C Mitchell · IPR · Final written decision

    Claims 1–9 were not shown unpatentable because the asserted references failed to disclose the claimed correcting step, and Chee was not prior art to claims 1–3 and 9.

    RulingsFinal written decision
    • Novelty / Anticipation (§102) › Priority / effective filing date / continuation supportPriority date awardedReference not prior artDecided for patent owner

      “We have considered both parties’ arguments and evidence and determine that Patent Owner has presented sufficient evidence of reasonable the invention to practice every day during the critical period in order to demonstrate reasonable diligence. See Perfect Surgical Techniques, Inc. v. Olympus America, Inc., 841 F.3d 1004, 1009 (Fed. Cir. 2016). “[D]iligence need not be perfectly continuous—only reasonably continuous.” Arctic Cat Inc. v. GEP Power Prods., Inc., 919 F.3d 1320, 1331 (2019). The key question is whether, “in light of the evidence as a whole, the invention was not abandoned or unreasonably delayed.” Id. (internal quotations omitted). Applying this standard, we determine that Patent Owner sufficiently demonstrates reasonably continuous diligence throughout the critical period.” slip op. at 32

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

      “introduced during said workflow by collapsing target:differentiator tag combinations observed more than once into a single count.” Ex. 1001, 131:46–48 (emphasis added). The “determining step” of claim 2 recites “determining a consensus base call for the target nucleic acid molecule sequences,” but performs “collapsing all sequence reads comprising a same differentiator tag into a single read,” before the “determining step.” Id. at 131:49–53. Patent Owner proposes an interpretation of these “collapsing” and “determining” steps recited in claims 1 and 2 and asserts that they should be construed as distinct steps performed in a particular order in which the “collapsing step” is performed before the “determining step.” PO Resp. 42–45. We agree. First, Patent Owner asserts a person of ordinary skill in the art would have understood that the “collapsing step” of claim 1 is distinct from, and must occur before, the “determining step” of claim 2 based on the plain language of claims 1 and 2. PO Resp. 42–43. Patent Owner argues that the “collapsing step” and the “determining step” are distinct steps because claims 1 and 2 use different terms to describe these distinct steps that are performed sequentially according to the claim language. Id. (citing Ex. 1001, 131:47–54; Ex. 2023 ¶ 133; Ex. 2024, 57:11–58:22). More specifically, Patent Owner explains that claim 1 recites a “collapsing step,” followed by claim 2, which depends from claim 1 and refers to “collapsing” before “determining a consensus base call” such that “claim 2 describes determining a consensus base call from collapsed reads, not performing ‘collapsing’ by determining a consensus base call.” Id. at 42 (citing Ex. 1001, 131:47–54). collapsing corrects for skewing, an issue related to over- or under-amplification, which is a separate and distinct problem from the sequence errors that a consensus base call is designed to address.” Id. at 43 (citing Ex. 1001, 27:47–50, 32:29–34). Patent Owner contends further that “‘[c]ollapsing’ is a different step, performed separately from determining any consensus base call, to provide even greater accuracy when subsequently determining a consensus base call” such that “if one were to collapse by determining the consensus base call, errors from amplification bias could still be represented in the consensus base call generated.” Id. at 43–44 (emphasis omitted, citing Ex. 2023 ¶¶ 134–37). Second, Patent Owner argues a person of ordinary skill in the art would have understood that the “collapsing step” of claim 1 is distinct from the “determining step” based on the specification of the ’730 patent. PO Resp. 43–45. For example, Patent Owner explains that the specification states that “[f]or any target:differentiator tag combination observed more than once, all such reads are ‘collapsed’ into a single read before consensus basecalls are determined. This will cancel the effect of bias on consensus basecall accuracy.” Id. at 43 (emphasis omitted) (quoting Ex. 1001, 72:63– 73:5) (citing Ex. 2023 ¶¶ 133, 138–142).” slip op. at 11

    • Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)Not shown unpatentableNot shown unpatentable

      “We have considered both parties’ arguments and evidence and agree with Patent Owner’s position. As discussed above, we agree with Patent Owner that the “collapsing step” recited in claim 1 and the “determining step” recited in claim 2 are two different steps required by the challenged claims such that “collapsing” does not mean determining a consensus base call or sequence, and must occur before any determining step. As a result, we determine Chee’s step of determining a consensus sequence does not disclose the “collapsing step” recited in claim 1 that requires collapsing “target:differentiator tag combinations.” We are also unpersuaded by Petitioner’s reliance on Chee’s process of correcting for amplification bias as disclosing the claimed collapsing step. As recognized by Patent Owner, the claim language of the “collapsing step” requires “collapsing target:differentiator tag combinations,” rather than collapsing only differentiator tags. In view of this requirement, Chee does not disclose the “collapsing step” because Chee teaches quantifying the starting nucleic acid molecules using their unique identifiers, rather than target:differentiator tag combinations. As Petitioner admits, “Chee’s technique for correcting amplification bias corrects quantitative errors without correcting sequencing errors” (Reply 15), whereas claim 1’s “collapsing step” corrects both quantitative errors and sequencing errors by using target:differentiator tag combinations. See Ex. 1001, 131:47–49 target:differentiator tag combinations).” slip op. at 41

    • Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not shown unpatentableNot shown unpatentable

      “Given this claim interpretation requiring collapsing target:differentiator tag combinations, it is undisputed that McCloskey, who uses unique barcodes alone, does not teach this limitation. Petitioner does not rely on Bignell as teaching this collapsing step. Accordingly, we conclude Petitioner has not shown that the combination of Bignell and McCloskey teaches the “collapsing step” recited in claim 1. Because claims 4 through 6 depend from claim 1, they also require the “collapsing step” of claim 1 that is not taught by the combination of Bignell and McCloskey.” slip op. at 54

    Patent outcomesUS 11,840,730 not shown unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites Graham
    Patents in suitUS 11,840,730
  • PTAB · Mar 25, 2026 · IPR2024-01498 · APJ Sheridan K Snedden · IPR · Final written decision

    Claims 1–19 are unpatentable as obvious over the Lesniak- and Native-based grounds; the Squatch and Sturgis ground fails because Squatch was not shown to be a printed publication.

    RulingsFinal written decision
    • BurdenDecided for patent owner

      “We agree with Patent Owner that Petitioner has not shown sufficiently that Squatch is a printed publication. As described above, Petitioner relies on Squatch as a “website excerpt” placed on its site at the relevant time, but has not produced a screen shot of the website to show that it ever existed. See Ex. 1059. Petitioner provides internal documents that purport to describe what would have been on Dr. Squatch’s website at the relevant time, but falls short of establishing what was on the website for the interested consumer to view. Thus, we determine that this ground fails.” slip op. at 55

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “or “POSITA”) at the time of the invention “would have (1) at least a B.S. or equivalent degree; and (2) at least two years of experience in cosmetics formulations.” Pet. 17 (citing Ex. 1002 ¶¶ 26–28). Patent Owner does not dispute Petitioner’s proposal about the POSA’s qualifications at this stage of the proceeding. PO Resp. 10. We adopt and apply Petitioner’s proposed definition of a POSA, which is consistent with the level of skill reflected in the asserted prior art. See e.g., Exs. 1003, 1004.” slip op. at 8

    • Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner

      “compositions with the relevant ingredients and achieves stable compositions through the use of a second wax having a melting point of 73 to 90° C. Pet. Reply 6–7 (citing Ex. 1003, 1:39–54). For example, Lesniak’s compositions (nos. 8 and 11) that used such a secondary wax, namely CastorWax MP80, are disclosed as sufficiently stable. Ex. 1003, Table 2. Here, we further credit the testimony of Dr. Michniak-Kohn that Lesniak teaches how to make stable compositions by including a secondary wax, such as castor wax, with a sufficiently high melting point. Ex. 1003, 1:39-54, 5:23-32, Table 2. Both of the compositions (nos. 8 and 11) tested by Lesniak that had such a wax passed the stability tests. Id. Ex. 1086 ¶ 7; see also Pet. Reply 6 (“Lesniak overcame any stability issues, as it expressly discloses compositions that are ‘physically stable at high and low temperatures.’”) (citing Ex. 1003, 5:23–32). Having considered the parties’ positions and evidence of record, summarized above, we determine that Lesniak provides sufficient disclosure to enable a person of ordinary skill in the art to formulate deodorant stick within the parameters of claim 1.” slip op. at 25

    • Claim Construction › Intrinsic evidence (Phillips canons) › Preamble limiting or notPreamble limitingDecided for patent owner

      “Patent Owner asserts that the preamble of independent claims 1, 16, and 19 reciting “a deodorant stick” is limiting as it provides antecedent basis for the recitation of “said deodorant stick being free of an aluminum salt” for each independent claim. PO Resp. 7–10. Patent Owner also points to dependent claims 6–9 as relying on the preamble reciting “a deodorant stick” as antecedent basis for claim elements. Id. at 9. We agree. Petitioner does not argue to the contrary. See, e.g., Pet. 19 (arguing that Lesniak discloses a deodorant stick in the form of an antiperspirant stick).” slip op. at 8

    Patent outcomesUS 11,844,752 unpatentable
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,844,752
  • PTAB · Mar 13, 2026 · IPR2021-01266 · APJ John D Hamann · IPR · Remand

    On remand, the Board held claims 29, 36–38, 44–46, 48, 49, and 56–58 unpatentable as obvious over Reime, with additional grounds also supporting the challenged claims.

    RulingsRemand decision
    • ExcludeMotion to exclude, deniedDenied

      “In addition, Patent Owner filed a Motion to Exclude certain of Petitioner’s evidence (Paper 32) and Petitioner filed an Opposition (Paper 33). We denied this motion. See Final Dec. 58–61.” slip op. at 3

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

      “transmission paths. See Pet. Reply 14–15; PO Sur-reply 15. And we agree with both parties that the light that is transmitted directly through the plate to the sensor element does not have intervening reflections—such is consistent with the plain and ordinary meaning of “directly to.” See PO Resp. 31–32; Pet. Reply 14–15; PO Sur-reply 15. Nothing in claim 48’s language, however, requires that all of the reflected light be transmitted directly to the sensor element, which Patent Owner argues. Ex. 1001, 70:32–35; PO Resp. 31–32; PO Sur-reply 14–16. Rather, we agree with Petitioner that the claim language “merely requires that some light reflected by the object goes ‘directly to’ at least one sensor element once it is transmitted through the viewing plane defining plate.” Pet. Reply 14. We also agree that “none of these dependent claims purport to be exclusive of one another.” Id. at 15. Rather, claims 46–48 simply require some light be transmitted (or propagated) for their particular transmission path, without reciting all light. See Ex. 1001, 70:24–35.” slip op. at 13

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

      “We find Petitioner’s arguments based on Reime alone insufficient. Thus, we find that Petitioner does not show by a preponderance of the evidence that claim 49 is rendered obvious by Reime alone.” slip op. at 52

    • Obviousness (§103) › KSR rationalesUnpatentableUnpatentable

      “And in view of the above, we find persuasive Dr. Bederson’s testimony that “[c]hoosing a multi-element detector or a single-element detector would have been a simple design choice using commercially available detectors.” Ex. 1002 ¶ 117. Accordingly, we find that one of ordinary skill in the art would have found it obvious for Reime’s receivers to be implemented using discrete single-element detectors. See KSR, 550 U.S. at 417 (“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.”). We find unavailing Patent Owner’s argument that “Petitioner relies on expert testimony to gap-fill missing elements regarding Reime’s failure to disclose or suggest the different claim arrangements of detector elements in a ‘detector assembly.’” PO Resp. 78 (citing Ex. 1002 ¶¶ 111–119; Ex. 2056 ¶ 171). Rather, in light of Reime’s teachings, coupled with the general knowledge of one of ordinary skill in the art, it would have been obvious to employ discrete single-element detectors for Reime’s receivers. See Koninklijke Philips N.V. v. Google LLC, 948 F.3d 1330, 1338 (Fed. Cir. 2020) (finding obviousness can rely on supported expert testimony to supply an element of a claim). We appropriately consider such evidence of the knowledge that one of ordinary skill in the art would have had as part of our obviousness analysis. See Randall Mfg. v. Rea, 733 F.3d 1355, 1362–63 (Fed. Cir. 2013). Moreover, “AAPA can be important evidence of general background knowledge, and general knowledge can be used to supply a missing claim 1371, 1378–79 (Fed. Cir. 2025). Here, Petitioner relies on the cited AAPA as evidence of one of ordinary skill in the art’s general knowledge at the time of the ’093 patent, and the AAPA is not the basis for this ground. See Pet. 4, 42–43; Pet. Remand 4–5. As Shockwave Med. explains, Federal Circuit “case law has long recognized numerous permissible uses for general background knowledge in an IPR such as, ‘for example, furnishing a motivation to combine, or supplying a missing claim limitation.” 142 F.4th at 1378–79 (quoting Qualcomm Inc. v. Apple Inc., 24 F.4th 1367, 1376 (Fed. Cir. 2022) (citing Randall Mfg., 733 F.3d at 1362; Koninklijke, 948 F.3d at 1337–38)).” slip op. at 31

    Patent outcomesUS 9,569,093 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · Graham
    Patents in suitUS 9,569,093
  • PTAB · Mar 13, 2026 · IPR2021-01239 · APJ John D Hamann · IPR · Remand

    On remand, the Board held claims 17, 18, 21, 22, 26, and 30 unpatentable as obvious over Reime, with claims 17, 18, 21, 22, and 30 also obvious over Reime and Hinckley.

    RulingsRemand decision
    • ExcludeMotion to exclude, deniedDenied

      “In addition, Patent Owner filed a Motion to Exclude certain of Petitioner’s evidence (Paper 28) and Petitioner filed an Opposition (Paper 34). We denied this motion. See Paper 41, 47–50.” slip op. at 3

    • Skill levelSkill level board ownOther

      “one having ordinary skill in the art at the time of the invention of the ’850 patent: one who “would have had a bachelor’s degree in electrical engineering, computer engineering, computer science, or a related field, and . . . years of experience in the research, design, development, and/or testing of touch and/or proximity sensors, human-machine interaction and 3 The Leahy-Smith America Invents Act (“AIA”) included revisions to 35 U.S.C. § 103 that became effective on March 16, 2013. Because the ’850 patent issued from an application filed before March 16, 2013, we apply the pre-AIA version of the statutory basis for unpatentability. 4 US 2003/0034439 A1, published Feb. 20, 2003 (Ex. 1010, “Reime”). 5 US 2002/0021278 A1, published Feb. 21, 2002 (Ex. 1011, “Hinckley”). Petitioner lists the combination of Reime and Hinckley as a separate asserted ground for claim 26. We combine these two asserted grounds into one as they rely on the same combination. additional education substituting for experience and vice versa.” Final Dec. 8–9. This definition for one having ordinary skill was not the subject of appeal, and we maintain it for purposes of this Final Written Decision on Remand. Moreover, it is consistent with the ’850 patent and the asserted prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001).” slip op. at 8

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

      “PO Resp. 17–29; Pet. Reply 8–15; PO Sur-reply 6–11. We construed this term in the Final Written Decision. Final Dec. 10–24. In particular, we concluded that (i) “detector assembly” means “two or more detector elements that detect electromagnetic radiation,” and (ii) a detector assembly is not required to be physically separate from (i.e., not interspersed with) a pixel array. Id. at 20, 22. The Federal Circuit found the first part of our construction erroneous. Appeal Dec. 7–10. In particular, the Federal Circuit concluded that “[t]he element.” Id. at 8. In addition, to guide the Board’s analysis on remand, the Federal Circuit construed “the terms ‘at an edge’ and ‘at least one edge’ [to] require a detector assembly to be arranged along one or more edges of a viewing plane defining plate.” Id. at 10–11. In other words, the Federal Circuit “clarif[ied] that arranging a detector assembly ‘at,’ ‘along,’ or ‘about’ ‘at least one edge’ or ‘an edge’ does not limit the detector assembly to being arranged entirely on ‘one edge.’” Id. at 12.” slip op. at 9

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

      “the Federal Circuit already has concluded that claim 15 is obvious in view of Reime. Appeal Dec. 9–10. Claim 17 further recites “wherein the detector assembly comprises: a support substrate, and an arrangement of detector elements.” Ex. 1001, 67:15–18. We agree with Petitioner and find that Reime teaches these further limitations. Pet. 34–35; Pet. Remand 2–4; Pet. Resp. Remand 1–3. First, as we found in the Final Written Decision, Reime’s receivers 30 and 32 are two detector elements that detect electromagnetic radiation (i.e., light), and Reime’s receivers 30 and 32, collectively, comprise a detector assembly. Final Dec. 27–28 (citations omitted). Moreover, Reime’s two receivers 30 and 32 comprise a detector assembly having multiple detector elements (e.g., two receivers) to teach “an arrangement of detector elements.” Ex. 1010 ¶¶ 73, 86, Figs. 9A–9C; Ex. 2060,7 127:17–18; Pet. 32–33; Pet. Reply 20; Pet. Remand 3. In addition, as we found in the Final Written Decision, Reime teaches that each of receivers 30 and 32 are centered on opposite edges of the plate. 7 Deposition Transcript of Dr. Benjamin Bederson (Apr. 7, 2022). Ex. 1010, Fig. 6A, ¶ 82) (affirming that Reime teaches having one light receiver (e.g., 30 or 32) on each side of a four-sided touch pad). In further support, we agree with Petitioner and find that Reime teaches that receivers 30 and 32 “are mounted in the peripheral area surrounding the LCD 92.” Pet. 32–33; Ex. 1010 ¶ 86; see also id. at Figs. 9A–9C (showing that the receivers are positioned at the edge of the LCD screen); infra annotated Fig. 9E (showing receivers 30 and 32 along edges of the LCD). Accordingly, we find Reime’s detector assembly that comprises receivers 30 and 32 is arranged along two edges (one edge for each receiver) of the LCD, which meets the Federal Circuit’s construction for being arranged at at least one edge. See supra Section III (concluding “at least one edge” means “arranged along one or more edges”) (emphasis added).” slip op. at 12

    Patent outcomesUS 8,624,850 unpatentable
    Claim construction§ 103 obviousnesscites Phillips · Graham
    Patents in suitUS 8,624,850
  • PTAB · Mar 10, 2026 · IPR2024-01209 · APJ Susan L C Mitchell · IPR · Final written decision

    Claims 1–27 are unpatentable as obvious over the asserted combinations, principally Racz, Fitz, and Lee; both parties’ motions to exclude are dismissed as moot.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “PO Resp. 30 (citing Ex. 2006 ¶ 58). Patent Owner’s proposal is too narrow in two respects. First, it mandates certain education and experience in RF neurotomy specifically. This is too narrow as the description of the scope of the invention set forth in the ’782 patent as described above is not limited to RF neurotomy. Second, it requires the POSA to be both a physician who performs thermal ablation (RF neurotomy specifically) and an engineer with training and experience “in the design and development of devices and methods” for performing the same. Id. This is too narrow because it excludes physicians and other advanced degree holders who research and design devices and methods for performing thermal ablation but do not actually operate on patients. We adopt the Petitioner’s definition of a POSA, quoted above, as it is reflective of the level of skill in the art when viewed in light of the disclosure of the ’782 patent. Supra (quoting Pet. 11).” slip op. at 16

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

      “With respect to the challenged claims, Petitioner contends that no claim term requires express construction. Pet. 12 (citing Ex. 1031 ¶106 (Dr. Robert D. Tucker’s11 testimony that “the terms in the Challenged Claims would be understood by a POSA to have their plain and ordinary meaning and do not require a special construction or definition”)). In instituting the IPR, we found no need to provide an express construction of any claim term. Inst. Dec. 12. We likewise find no need to do so now, as neither party has proposed a construction for any claim term and none of the parties’ arguments turns on a disputed meaning of any claim language.” slip op. at 11

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

      “(Fed. Cir. 1985)). “Whether a reference in the prior art is ‘analogous’ is a fact question.” Clay, 966 F.2d at 658. “Two criteria have evolved for determining whether prior art is analogous: (1) whether the art is from the same field of endeavor, regardless of the problem addressed, and (2) if the reference is not within the field of the inventor’s endeavor, whether the reference still is reasonably pertinent to the particular problem with which the inventor is involved.” Id. at 658–59. Patent Owner argues that Lee is not analogous art under the first criterion because “Lee does not relate to neurotomy at all.” PO Resp. 34. However, as discussed above, the field of the invention is not limited to neurotomy. The field of the invention is thermal ablation generally, which encompasses RF neurotomy, but which is not limited to RF neurotomy. Accordingly, we are not persuaded by Patent Owner’s argument. To the contrary, we are persuaded by Petitioner’s argument that Lee is analogous art, under at least the first Clay criterion, because it “discloses various techniques for deploying electrodes from the tip of an RF ablation device.” Pet. 18.” slip op. at 24

    • Expert testimonyPetitioner expert creditedDecided for petitioner

      “Dr. Tucker’s testimony is not a bald conclusion. His conclusion as to a reasonable expectation of success is set forth in paragraph 148 of his declaration. Ex. 1031 ¶148. It is supported extensively with testimony regarding what the prior art teaches (see id. ¶¶110–117 (Racz), ¶¶118–123 (Fitz), ¶¶124–131 (Lee)) and why and how a POSA would have combined the prior art teachings (see id. ¶¶132–147). Dr. Tucker’s testimony clearly is entitled to weight. Since 1983, he has “been a Professor at the University of Iowa where [he] direct[s] an active research program in radiofrequency electrosurgical procedures and instrumentation.” Ex. 1031 ¶3. He has a Ph.D. in biophysics, and he is also a medical doctor (albeit he is not Board certified as pointed out by Patent Owner19). Id. ¶2. He also has additional training and experience that is relevant, but which is not necessary, but further establishes that he is well qualified to offer the opinions set forth in his declaration. Id. ¶¶2–11. Patent Owner argues that Dr. Tucker is not qualified to testify here because “he is not Board certified” and he is “not a pain-specialist physician and has never performed a neurotomy.” PO Resp. 30. Dr. Tucker explained, however, that he is not Board certified nor does he operate on 19 See PO Resp. 30 (citing Ex. 2020, 10:19–12:20). patients because his work focuses on the development of instrumentation, not the use of it, explaining on cross-examination:” slip op. at 39

    Patent outcomesUS 10,966,782 unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,966,782
  • PTAB · Mar 6, 2026 · IPR2024-01211 · APJ Michael J Fitzpatrick · IPR · Final written decision

    Claims 18–47 and 53–74 are unpatentable as obvious over the asserted combinations of Racz, Fitz, Lee, and the additional references in Grounds 2–8.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “In sum, the field of the invention is thermal ablation. It encompasses RF neurotomy, but it is not limited to RF neurotomy. With that settled, we turn now to the person of ordinary in the field/art (POSITA or POSA).” slip op. at 17

    • Expert testimonyPetitioner expert creditedDecided for petitioner

      “Dr. Tucker’s testimony is not a bald conclusion. His conclusion as to a reasonable expectation of success is set forth in paragraph 162 of his declaration. Ex. 1033 ¶162. It is supported extensively with testimony regarding what the prior art teaches (see id. ¶¶124–131 (Racz), ¶¶132–137 (Fitz), ¶¶138–145 (Lee)) and why and how a POSA would have combined the prior art teachings (see id. ¶¶146–161). Dr. Tucker’s testimony clearly is entitled to weight. Since 1983, he” slip op. at 39

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

      “35. “Although § 103 does not, by its terms, define the ‘art to which [the] subject matter [sought to be patented] pertains,’ this determination is frequently couched in terms of whether the art is analogous or not, i.e., whether the art is ‘too remote to be treated as prior art.’” In re Clay, 966 F.2d 656, 658 (Fed. Cir. 1992) (quoting In re Sovish, 769 F.2d 738, 741 (Fed. Cir. 1985)). “Whether a reference in the prior art is ‘analogous’ is a fact question.” Id. at 658. “Two criteria have evolved for determining whether prior art is analogous: (1) whether the art is from the same field of endeavor, regardless of the problem addressed, and (2) if the reference is not within the field of the inventor’s endeavor, whether the reference still is reasonably pertinent to the particular problem with which the inventor is involved.” Id. at 658–59. Patent Owner argues that Lee is not analogous art under the first criterion because “Lee does not relate to neurotomy at all.” PO Resp. 33. However, as discussed above, the field of the invention is not limited to neurotomy. The field of the invention is thermal ablation generally, which encompasses RF neurotomy, but which is not limited to RF neurotomy. Accordingly, we are not persuaded by Patent Owner’s argument. To the contrary, we are persuaded by Petitioner’s argument that Lee is analogous art, under at least the first Clay criterion, because it “discloses various techniques for deploying electrodes from the tip of an RF ablation device.” Pet. 17.” slip op. at 25

    • BurdenDecided for petitioner

      “Patent Owner does not identify any legal requirement for petitions to illustrate proposed combinations of prior art features. Indeed, the very statute identified by Patent Owner as “requiring petitions to set forth challenge grounds ‘with particularity’” (see PO Resp. 36) calls for the requisite particularity to be “in writing,” not by illustration. See 35 U.S.C. § 312(a)(3) (“A petition filed under section 311 may be considered only if . . . (3) the petition identifies, in writing and with particularity . . . the grounds on which the challenge to each claim is based.”). Simply put, there is no legal requirement to provide multiple illustrations of a proposed combination of prior art features (as Patent Owner implies), let alone a single illustration (as Petitioner has done).” slip op. at 28

    Patent outcomesUS 10,736,688 unpatentable
    § 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,736,688
  • PTAB · Mar 6, 2026 · IPR2024-01210 · APJ Michael J Fitzpatrick · IPR · Final written decision

    Claims 1–17 and 48–52 are unpatentable as obvious over the asserted combinations of prior art, principally Racz, Fitz, and Lee.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “In sum, the field of the invention is thermal ablation. It encompasses RF neurotomy, but it is not limited to RF neurotomy. With that settled, we turn now to the person of ordinary in the field/art (POSITA or POSA).” slip op. at 16

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

      “F.2d 656, 658 (Fed. Cir. 1992) (quoting In re Sovish, 769 F.2d 738, 741 (Fed. Cir. 1985)). “Whether a reference in the prior art is ‘analogous’ is a fact question.” Id. at 658. “Two criteria have evolved for determining whether prior art is analogous: (1) whether the art is from the same field of endeavor, regardless of the problem addressed, and (2) if the reference is not within the field of the inventor’s endeavor, whether the reference still is reasonably pertinent to the particular problem with which the inventor is involved.” Id. at 658–59.” slip op. at 24

    • BurdenDecided for petitioner

      “illustrate proposed combinations of prior art features. Indeed, the very statute identified by Patent Owner as “requiring petitions to set forth challenge grounds ‘with particularity’” (see PO Resp. 36) calls for the requisite particularity to be “in writing,” not by illustration. See 35 U.S.C. § 312(a)(3) (“A petition filed under section 311 may be considered only if . . . (3) the petition identifies, in writing and with particularity . . . the grounds on which the challenge to each claim is based.”). Simply put, there is no legal requirement to provide multiple illustrations of a proposed combination of prior art features (as Patent Owner implies), let alone a single illustration (as Petitioner has done).” slip op. at 26

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

      “a POSA would have had an apparent reason to make Racz’s modified device. Pet. 22–27. We need not address these additional arguments and evidentiary citations, however, as Petitioner has demonstrated by a preponderance of the evidence that implementing deployable filaments on the distal tip of an RF ablation device was a known technique for expanding and controlling the ablation volume. Thus, so long as there would have been a reasonable expectation of success in making Racz’s modified device (addressed infra), the combination would have been obvious. See Intel Corp., 61 F.4th at 1380 (“[I]f a technique has been used to improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill.”); Medichem, 437 F.3d at 1165 (“[A]n obviousness determination requires not only the existence of a motivation to combine elements from different prior art references, but also that a skilled artisan would have perceived a reasonable expectation of success in making the invention via that combination.”).” slip op. at 31

    Patent outcomesUS 10,736,688 unpatentable
    § 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,736,688
  • PTAB · Mar 5, 2026 · IPR2024-01212 · APJ Arthur M Peslak · IPR · Final written decision

    Claims 1–29 are unpatentable because Petitioner showed by a preponderance of the evidence that the asserted prior-art combinations rendered them obvious under §103.

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

      “improve one device, and a person of ordinary skill in the art would recognize that it would improve similar devices in the same way, using the technique is obvious unless its actual application is beyond his or her skill.” KSR, 550 U.S. at 417. In this case, we must determine whether one of ordinary skill in the art would recognize that applying the teachings of Fitz and Lee of deploying multiple filaments to increase and control the ablation volume to Racz’s distal tip would improve Racz’s device in the same way. For us to resolve this question in Petitioner’s favor, Petitioner must provide “some articulated reasoning with some rational underpinning to support the legal conclusion of obviousness.” Id. at 418 (citing In re Kahn, 441 F.3d at 988). However, bodily incorporation, i.e., “an actual physical substitution of” Lee’s filaments into Racz is not required. See In re Mouttet, 686 F.3d 1322, 1332 (Fed. Cir. 2012) (“It is well-established that a determination of obviousness based on teachings from multiple references does not require an actual, physical substitution of elements.”); In re Nievelt, 482 F.2d 965, 968 (CCPA 1973) (“Combining the teachings of references does not involve an ability to combine their specific structures.”).” slip op. at 30

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

      “11. Balancing the Graham Factors After weighing all the evidence submitted by the parties in light of the Graham factors, we determine Petitioner has demonstrated by a preponderance of the evidence that the claims 1, 3–10, 18–26, 28, and 29 would have been obvious over Racz, Fitz, and Lee. As discussed above, Petitioner’s evidence establishes that the combination of Racz, Fitz, and Lee teaches every limitation of claims 1, 3–10, 18–26, 28, and 29 and that an ordinarily skilled artisan would have been motivated to combine Racz, Fitz, and Lee with a reasonable expectation of success. Further, as discussed above, Patent Owner’s evidence of secondary considerations is entitled to little, if any, weight because Patent Owner fails to establish nexus. Consequently, after considering all the evidence in the record both for and against patentability, we determine that Petitioner has shown by a preponderance of the evidence that claims 1, 3–10, 18–26, 28, and 29 would have been obvious over Racz, Fitz, and Lee. E. Ground B: Obviousness in view of Racz, Fitz, Lee and Young ’965 Petitioner contends that claims 1–10, 18–26, and 28–29 are also obvious over Racz, Fitz, Lee, and Young ’965. Pet. 62–67. Patent Owner argues that Young ’965 does not cure the alleged deficiencies in Ground 1, is directed to tumor ablation not neurotomy, would require a substantial redesign of Racz’s modified device, and there is no motivation to combine. PO Resp. 59–60. We start with a brief overview of Young ’965 and address the parties’” slip op. at 78

    • ExcludeMotion to exclude, deniedDenied

      “Accordingly, both Motions are dismissed as moot.” slip op. at 94

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “A. Level of Ordinary Skill in the Art In determining the level of skill in the art, we consider the type of” slip op. at 12

    Patent outcomesUS 10,925,664 unpatentable
    § 103 obviousnesscites KSR · Graham
    Patents in suitUS 10,925,664

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