- Samsung Electronics Co., Ltd v. Anonymous Media Research Holdings, LLCInstitution deniedPTAB · Mar 21, 2025 · IPR2024-01350 · APJ Michael T Cygan · IPR · Institution
Institution was denied for claims 1–15 because Petitioner did not show the asserted references were prior art; the claims were supported by the ’330 application’s 2005 filing date.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied
“To prevail on its obviousness challenges, Petitioner must show that the ’848 patent is not entitled to the benefit of the ’330 application. This issue is dispositive because none of the references relied on by Petitioner qualify as prior art if the ’848 patent is entitled to the benefit of the May 26, 2005, filing date of the ’330 application. Pet. 6, 13. We start by explaining why Petitioner bears the burden of persuasion.” slip op. at 9
- BurdenDecided for patent owner
“1. The Burden of Persuasion “In an inter partes review . . ., the petitioner shall have the burden of proving a proposition of unpatentability by a preponderance of the evidence.” 35 U.S.C. § 316(e). That burden, termed the burden of persuasion, “is the ultimate burden assigned to a party who must prove something to a specified degree of certainty.” Dynamic Drinkware, LLC v. National Graphics, Inc., 800 F.3d 1375, 1378 (quoting Tech. Licensing Corp. v. Videotek, Inc., 545 F.3d 1316, 1326–27 (Fed. Cir. 2008)). That burden never shifts to the patentee. Id. at 1379. In order for an inter partes review to be instituted, “the information presented in the petition filed under section 311 and any response filed under section 313 [must] show[] that there is a reasonable likelihood that the petitioner would prevail.” 35 U.S.C. § 314(a).” slip op. at 9
- Disclosure Requirements (§112) › Written description (Ariad)Written description adequateEntitled to earlier dateDecided for patent owner
“d) Analysis Petitioner has not shown a reasonable likelihood that it would prevail in showing that its asserted references, including Steuer 750 which is a publication of the ’330 application, are prior art to the ’848 patent. Petitioner has not shown that the ’330 application fails to provide written description support for claim 1 of the ’848 patent, which recites “video data” samples and representations.” slip op. at 16
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)Not reached
“a chain of priority from the ’330 application to the ’848 patent contain at least the same disclosure as the ’330 application, Petitioner has not shown that the ’848 patent should not be given the benefit of the effective filing date of the ’330 application. The May 26, 2005 filing date of the ’330 application predates the December 1, 2005 publication date of Steuer 750, the August 13, 2013 issue date of Steuer 768, and the December 2, 2010 and May 27, 2010 publication and filing dates of Neumeier.10 Pet. 7; Ex. 1005, code (43); Ex. 1006, code (45); Ex. 1007, codes (43), (60).11 Therefore, Petitioner has not shown by a preponderance of the evidence that any of the asserted claims in the ’848 patent would have been obvious over the asserted combinations of Steuer 750, Steuer 768, and Neumeier.” slip op. at 22
Claim construction§ 103 obviousness§ 112 disclosurecites Phillips · KSR · GrahamPatents in suitUS 10,719,848 - PTAB · Mar 19, 2025 · IPR2024-01358 · APJ William V Saindon · IPR · Institution
The Board instituted IPR of claims 1–24, finding a reasonable likelihood that claim 1 would have been obvious over Jüschke.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“review under 35 U.S.C. § 314(b) and 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 “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 provided below, we determine that Petitioner has demonstrated a reasonable likelihood that at least one claim of the ’704 patent is unpatentable, and we institute an inter partes review. 37 C.F.R. § 42.108(a).” slip op. at 2
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)Term construed board ownOther
“1. “deployment scenarios” Claim 1 recites a machine learning model that “includes model parameters associated with values corresponding to one or more deployment scenarios.” Ex. 1001, 14:23–25. The ’704 patent provides a list of “deployment scenarios” that includes “a cellular base station . . . in an in-line mode.” Id. at 2:39–41; see also id. at 2:38–65 (entire list). The “in-line mode” is shown in Figures 6A and 7A, in which machine learning model 103 is placed “between an input 601 and an amplifier 603.” Id. at 10:38–42, 10:47–50. Figure 6A depicts the in-line mode and is reproduced below:” slip op. at 7
- Obviousness (§103) › Motivation to combine / reasonable expectation of successInstituted
“associated with the base station as claimed, focusing on the words “associated with.” Prelim. Resp. 26–28. Patent Owner argues that Petitioner’s position is that the model is “implemented within” the base station, but that the claim requires the model to be “associated with” the base station. Id. at 27. On this record, with no claim construction offered, we fail to see how Patent Owner construes a model “implemented within,” i.e., used in, a base station to not also be “associated with” the base station. That is, it would seem that a model used in a base station is associated with that base station. Accordingly, we do not find Patent Owner’s argument persuasive on this preliminary record.” slip op. at 12
Claim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 11,018,704 - PTAB · Feb 25, 2025 · IPR2024-01315 · APJ Robert J Weinschenk · IPR · Institution
The Board instituted review of claims 1 and 3 on all three asserted obviousness grounds because Petitioner showed a reasonable likelihood of prevailing.
RulingsInstitution decision- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“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.” 35 U.S.C. § 314(a). Further, when instituting an inter partes review, we “will authorize the review to proceed on all of the challenged claims and on all grounds of unpatentability asserted for each claim.” 37 C.F.R. § 42.108(a). Here, Petitioner demonstrates a reasonable likelihood of prevailing in showing that at least one of the challenged claims is unpatentable. Thus, we institute an inter partes review of the challenged claims on all the grounds of unpatentability in the Petition.” slip op. at 2
- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art “would have had a Bachelors’ degree in electrical engineering or a comparable field of study, plus approximately two to three years of professional experience with electronic and optoelectronic device design.” Pet. 6 (citing Ex. 1002 ¶¶ 34– 37). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Dean Neikirk. Ex. 1002 ¶¶ 34–37. Patent Owner does not dispute Petitioner’s description at this stage of the proceeding. See Prelim. Resp. 1. We adopt Petitioner’s description for the purposes of this Decision.” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for petitioner
“C. Claim Construction In an inter partes review proceeding, a patent claim is construed using the same standard used in a civil action under 35 U.S.C. § 282(b), including construing the claim in accordance with the ordinary and customary meaning of the claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent. 37 C.F.R. § 42.100(b). Neither party proposes an express construction for any claim terms. Pet. 7; see Prelim. Resp. 1. We determine that no claim terms require express construction for purposes of this Decision.” slip op. at 6
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundInstituted
“E. Asserted Obviousness of Claims 1 and 3 over Anzai and Yamazaki Petitioner argues that claims 1 and 3 would have been obvious over Anzai and Yamazaki. Pet. 47–57. Petitioner presents evidence indicating that the Anzai and Yamazaki combination teaches the limitations of claims 1 and 3, and that a person of ordinary skill in the art would have had reason to combine these references. Id. Patent Owner does not present any substantive arguments regarding this asserted ground. See Prelim. Resp. 1. On this record, Petitioner demonstrates a reasonable likelihood of prevailing in showing that claims 1 and 3 would have been obvious over Anzai and Yamazaki. F. Asserted Obviousness of Claims 1 and 3 over Anzai and Yamada Petitioner argues that claims 1 and 3 would have been obvious over Anzai and Yamada. Pet. 57–63. Petitioner presents evidence indicating that the Anzai and Yamada combination teaches the limitations of claims 1 and 3, and that a person of ordinary skill in the art would have had reason to combine these references. Id. Patent Owner does not present any substantive arguments regarding this asserted ground. See Prelim. Resp. 1. On this record, Petitioner demonstrates a reasonable likelihood of prevailing in showing that claims 1 and 3 would have been obvious over Anzai and Yamada.” slip op. at 12
Claim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 8,158,477 - Inductev, Inc. v. Witricity CorporationAll claims unpatentablePTAB · Feb 13, 2025 · IPR2023-01208 · APJ Robert J Weinschenk · IPR · Final written decision
Claims 1–18 are unpatentable as obvious over Cook and Bennett because the combination teaches the claimed wireless power system and provides reasons to combine.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art “would have had at least a bachelor’s degree in electrical engineering (or equivalent) and at least two years of industry or equivalent research experience in the field of 1 The Leahy-Smith America Invents Act (“AIA”), Pub. L. No. 112-29, 125 Stat. 284, 287–88 (2011), amended 35 U.S.C. § 103. Based on the effective filing date of the ’687 patent, we apply the pre-AIA version of § 103. wireless energy transfer,” but “a higher level of education or skill might make up for less experience, and vice-versa.” Pet. 6 (citing Ex. 1003 ¶¶ 37– 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Mark Allen. Ex. 1003 ¶¶ 37–41. Patent Owner “does not disagree with Petitioner’s definition of the level of ordinary skill in the art.” PO Resp. 9–10. We adopt Petitioner’s description for purposes of this Decision.” slip op. at 5
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“1. Confirm compatibility of the resonators and provide authorization for initiation of transfer of power Patent Owner proposes construing the phrase “confirm compatibility of the resonators and provide authorization for initiation of transfer of power” in independent claims 1, 7, and 13 to mean “verify that parameters of the resonators will permit power transfer and provide authorization prior to initiating the transfer of power.” PO Resp. 7. Patent Owner argues that the claim language “recit[es] two functions—confirming resonator compatibility and providing authorization,” which “indicates that confirming compatibility of the resonators must be different than providing authorization.” Id. at 7–8. Patent Owner also argues that the specification distinguishes “the confirmation of resonator compatibility” from “merely verifying that the vehicle to be charged is authorized to receive charging” slip op. at 6
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable
“a. Bennett’s resonant frequency tuning The evidence of record indicates that it would have been obvious to implement Cook’s wireless charging system using Bennett’s resonant frequency tuning. Ex. 1003 ¶ 114; Pet. 21–22. Specifically, Cook teaches that its wireless charging system requires “the right frequency” to charge a vehicle’s battery. Ex. 1007 ¶ 12; Pet. 24. But Cook does not teach how to adjust the resonant frequency of its wireless charging system to work with different vehicles. Ex. 1003 ¶ 114; Pet. 24. As discussed above, Bennett teaches tuning the power transmitting unit’s resonant frequency to the target electronic device’s requested resonant frequency. Ex. 1005 ¶¶ 37–38, 57– 58, Fig. 3. A person of ordinary skill in the art would have recognized that Bennett’s resonant frequency tuning would improve Cook’s wireless charger by making it compatible with different vehicles. Ex. 1003 ¶ 114; Pet. 24– 25. In addition, a person of ordinary skill in the art would have reasonably expected the combination to work because Bennett explains that its techniques apply generally to battery-powered devices. Ex. 1003 ¶ 121; Ex. 1005 ¶ 3; Pet. 28–29.” slip op. at 20
- Strike new argumentNew argument consideredDecided for petitioner
“in the Reply is an improper new argument. PO Sur-reply 15. We disagree. The Petition expressly relies on Bennett’s resonant frequency tuning as teaching the compatibility limitation. Pet. 49–50 (citing Ex. 1005 ¶¶ 37–38, 41). Patent Owner responds by arguing that Bennett’s resonant frequency tuning is an optional step that occurs after initiating power transfer. PO Resp. 23–24. In the Reply, Petitioner responds by pointing to Bennett’s Figure 3 as evidence that the resonant frequency tuning occurs before initiating power transfer. Pet. Reply 18–21 (citing Ex. 1005 ¶¶ 37, 57, Fig. 3; Ex. 1036 ¶¶ 28–29). Petitioner’s argument in the Reply properly relies on the same feature (i.e., Bennett’s resonant frequency tuning) and the same embodiment (i.e., the system shown in Figures 1 and 3) as the Petition. Ex. 1005 ¶¶ 29, 37–38, 57 (“FIG. 3 is a flowchart illustrating resonant power transfer operations performed using the power system of FIG. 1 . . . .”). Thus, Petitioner’s reliance on Bennett’s Figure 3 is a proper response to arguments in Patent Owner’s Response, not an improper new theory of unpatentability. See Corephotonics, Ltd. v. Apple Inc., 84 F.4th 990, 1008 (Fed. Cir. 2023) ([T]he arguments and evidence in the reply must not be part of a new theory of unpatentability” and “must be responsive to the patent owner’s contentions or the Board’s institution decision.”).” slip op. at 16
Patent outcomesUS 8,912,687 unpatentableClaim construction§ 103 obviousnesscites KSR · GrahamPatents in suitUS 8,912,687 - Inductev, Inc. v. Witricity CorporationAll claims unpatentablePTAB · Feb 13, 2025 · IPR2023-01182 · APJ Robert J Weinschenk · IPR · Final written decision
Claim 16 was cancelled on Patent Owner’s motion; claim 17 was held unpatentable as obvious over Cook ’554 and over Lee and Cook ’523.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art would have had “at least a bachelor’s degree in electrical engineering (or equivalent) and at least two to three years of industry or equivalent research experience in the field of wireless energy transfer.” Pet. 7–8 (citing Ex. 1003 ¶¶ 37–41). Petitioner’s description of the level of ordinary skill in the art is supported 1 The Leahy-Smith America Invents Act (“AIA”), Pub. L. No. 112-29, 125 Stat. 284, 287–88 (2011), amended 35 U.S.C. § 103. Based on the effective filing date of the ’719 patent, we apply the pre-AIA version of § 103. by the testimony of Petitioner’s declarant, Dr. Mark Allen. Ex. 1003 ¶¶ 37– 41. Patent Owner does not dispute Petitioner’s description. PO Resp. 14. We adopt Petitioner’s description for purposes of this Decision.” slip op. at 5
- Claim Construction › Intrinsic evidence (Phillips canons) › Lexicography (patentee as own lexicographer)Term construed petitioner constructionDecided for petitioner
“[i]t will be appreciated that a network of capacitors, as used herein, may in general refer to any circuit topology including one or more capacitors, including without limitation any of the circuits specifically disclosed herein using capacitors, or any other equivalent or different circuit structure(s), unless another meaning is explicitly provided or otherwise clear from the context. Id. at 52:32–38 (emphasis added). Thus, the ’719 patent expressly defines the phrase “a network of capacitors” as any circuit topology including one or more capacitors. Id.” slip op. at 7
- Novelty / Anticipation (§102) › Prior-art status of a reference › Patents / published applications (effective date, provisional support)Reference is prior artDecided for petitioner
“Patent Owner’s argument is unavailing. Even if Patent Owner is correct that elements E and F in Figure 4-12 of the Cook Provisional only represent the delivered power level (not the received power level), other portions of the Cook Provisional disclose tuning the resonant frequency of the resonant circuit based on the received power level. See Pet. Reply 5–6. In particular, the Cook Provisional states that “[t]he control system of the receiver is in charge of . . . antenna tuning control.” Ex. 1006, 31. The Cook Provisional also states that “[t]he receiver[’]s control system may determine the model parameters using specific measurements (e.g. antenna current and voltage, input power, etc.) and calibration routines.” Id. (emphasis added). Thus, the Cook Provisional discloses tuning the resonant frequency based on input power. Id.” slip op. at 10
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, grantedGranted
“D. Motion to Amend Patent Owner’s non-contingent Motion to Amend requests that we cancel claim 16. Mot. Amend 1. Petitioner does not oppose Patent Owner’s request. Id. We grant Patent Owner’s unopposed request to cancel claim 16, and, as a result, we do not reach the asserted grounds for claim 16.” slip op. at 8
Patent outcomesUS 8,461,719 unpatentableClaim construction§ 102 anticipation§ 103 obviousnesscites KSR · GrahamPatents in suitUS 8,461,719 - PTAB · Feb 12, 2025 · IPR2024-01131 · APJ Benjamin D M Wood · IPR · Institution
The Board instituted IPR of claims 1–6 and 8–14 on all asserted grounds, finding a reasonable likelihood that BOE would prevail on at least one challenged claim.
RulingsInstitution decision- PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Denied
“If, at the time of the institution decision, the district court has not issued orders related to the patent at issue in the petition, this fact weighs against exercising discretion to deny institution . . . .” Fintiv, Paper 11, 10. That appears to be the case here. Although the litigation may have been pending for a year, the parties have not yet begun the court’s claim-construction process, are in the early stages of fact discovery, and the court has not issued any substantive orders regarding the ’801 patent. See Ex. 2001, 4–5. Because the parties’ and the court’s investment in the parallel proceeding is not extensive, this factor weighs against exercising our discretion to deny institution. slip op. at 12
- PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)InstitutedInstituted
“Having reviewed the current record and the parties’ contentions, we determine that Petitioner has shown a reasonable likelihood of prevailing in showing that Kwak anticipates claim 9. We have reviewed Patent Owner’s arguments in opposition to this ground and, on this preliminary record, find them unpersuasive.” slip op. at 21
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner
“that the combination of interlayer 160, gate insulating layer 140, and buffer layer 120 (plus additional layers in display area 200 of Kwak’s flat-panel display) cannot be considered the claimed predetermined material layer, but rather that Petitioner has not explained why they should be so considered. See Prelim. Sur-reply 2 (“[I]t is presumptively permissible to have multiple predetermined material layers as claimed . . . . [b]ut the Petition included no theory or explanation why the three to six separate layers in its theory form a predetermined material layer.”). We agree that Petitioner does not offer an express construction of “predetermined material layer.” At this point, however, we find little in either the claims, the Specification, or elsewhere in the record that limits the meaning of “predetermined material layer” in a way that would exclude the combination of interlayer 160, gate insulating layer 140, and buffer layer 120. The Specification does not expressly define “predetermined material layer” or “predetermined material,” and we have found no evidence in the record that “predetermined material layer” or “predetermined material” has a known meaning in the art, or that otherwise supports Patent Owner’s reading of those terms. Further, we find nothing in the claims or Specification that limits “material” to any specific materials. The Specification provides several nonlimiting examples of materials that can be used if the predetermined material layer is to serve as a passivation layer, and several other (or additional) materials that can be used if the predetermined material layer is to serve as a metal electrode layer. Ex. 1001, 2:47–55. Thus, in view of the Specification, a “predetermined material layer” would simply be a layer made of one or more predetermined materials. In light of Patent Owner’s acknowledgement that “a layer” can mean “one or more layers,” the term “predetermined material layer” would encompass the combination of interlayer 160, gate insulating layer 140, and buffer layer 120.” slip op. at 23
- Skill levelSkill level petitioner adoptedDecided for petitioner
“the art “would have had a Bachelors’ degree in electrical or mechanical engineering or a comparable field of study, plus approximately two to three years of professional experience with electronic and optoelectronic device design or other relevant industry experience” but “[a]dditional graduate education could substitute for professional experience, and significant experience in the field could substitute for formal education.” Pet. 2 (citing Ex. 1003 ¶¶ 34–37). Patent Owner does not offer an alternative definition. See generally Prelim. Resp. The level of ordinary skill in the art is evidenced by the references themselves. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001); In re GPAC Inc., 57 F.3d 1573, 1579 (Fed. Cir. 1995); In re Oelrich, 579 F.2d 86, 91 (CCPA 1978). As Petitioner’s unchallenged description of an ordinarily skilled artisan appears consistent with the subject matter discussed in the references and that of the challenged claims, for purposes of this Decision we apply Petitioner’s description of a person of ordinary skill in the art.” slip op. at 16
Claim constructionDiscretionary denialcites Phillips · KSRPatents in suitUS 7,226,801 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Jan 6, 2025 · IPR2023-01169 · APJ Barbara A Parvis · IPR · Final written decision
Claims 1, 2, and 4–20 are unpatentable over Thomas; claim 3 is not shown unpatentable. Substitute claims 22–36 are unpatentable, and substitute claim 21 is not reached.
RulingsFinal written decision- BurdenFwd mixedMixed
“g) Conclusion—Claim 1 Based on the arguments and evidence of record, we determine that” slip op. at 28
- Novelty / Anticipation (§102) › Anticipation standard (single reference, every element)UnpatentableNot shown unpatentableMixed
“g) Conclusion—Claim 1 Based on the arguments and evidence of record, we determine that” slip op. at 28
- Obviousness (§103) › Graham factors (scope of art, differences, level of skill)UnpatentableNot shown unpatentableMixed
“with the computer program 110.” Ex. 1005, 3:54–55. Thomas describes that (1) the “collected data is then stored in the database 130,” (2) the collected “data is stored in a data structure, generally referred to as a user’s profile,” and (3) the collected “data is logically linked to an event, or situation, that initiated the user’s input.” Id. at 3:56–61. Thomas describes creating or establishing a user profile by simulator 120 recording “the user’s decision/input” and storing “the user’s input in the field or sub-profile associated with the particular situation and/or event.” Id. at 4:67–5:5, Fig. 6. Patent Owner does not dispute Petitioner’s showing for element [1.3]. Also, contrary to Patent Owner’s arguments, we must consider what Thomas discloses rather than whether Thomas uses the exact claim term “instruction sets.” Cf. Gleave, 560 F.3d at 1334 (a reference does not have to satisfy an ipsis verbis test to disclose a claimed element). For these reasons, we are not persuaded by Patent Owner’s argument that Thomas does not “mention instruction sets” or “anything related to an instruction set.” PO Resp. 36–37; PO Sur-reply 17.” slip op. at 42
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend, deniedDenied
“C. Indefiniteness Petitioner argues that proposed substitute claims 22–36 are indefinite.” slip op. at 72
Patent outcomesUS 10,607,134 mixed§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham · NautilusPatents in suitUS 10,607,134 - Tesla, Inc. v. Autonomous Devices, LLCAll claims unpatentablePTAB · Jan 3, 2025 · IPR2023-01173 · APJ Robert J Weinschenk · IPR · Final written decision
Claims 10, 11, 25, 27, and 30 are unpatentable under § 103 over Grotmol, Grotmol and Hickman, or Grotmol and Hoffman.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art would have had “(1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning.” Pet. 3–4 (citing Ex. 1003 ¶ 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Jason Janet. Ex. 1003 ¶ 41. Patent Owner “adopts” Petitioner’s description of the level of ordinary skill in the art. PO Resp. 5. We also adopt Petitioner’s description for the purposes of this Decision.” slip op. at 6
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“C. Claim Construction In an inter partes review proceeding, a patent claim is construed using the same standard used in a civil action under 35 U.S.C. § 282(b), including construing the claim in accordance with the ordinary and customary meaning of the claim as understood by one of ordinary skill in the art and the prosecution history pertaining to the patent. 37 C.F.R. § 42.100(b). Neither party proposes an express construction for any claim terms. Pet. 5; PO Resp. 9. We determine that no claim terms require an express construction to resolve the parties’ disputes regarding the asserted grounds of unpatentability. See Sections II.D–II.F.” slip op. at 6
- Expert testimonyPetitioner expert creditedPatent owner expert discountedDecided for petitioner
“Patent Owner’s arguments are unavailing. Grotmol teaches that a user may train a robot to learn “simple” and “complex” tasks. Ex. 1005, 24:17– 23. The evidence of record indicates that a person of ordinary skill in the art would have known to use different trainers “to train behaviors involving different levels of complexity in order to take advantage of the varying skills and knowledge of trainers.” Ex. 1003 ¶ 341. Thus, based on Grotmol’s teaching that a robot can learn both simple and complex tasks, a person of ordinary skill in the art would have had a specific reason for different users to train Grotmol’s robot for different behaviors, namely, to benefit from the users’ varying skills and knowledge. Pet. 25; Ex. 1003 ¶ 341; Ex. 1005, 24:17–23. Grotmol also teaches that a user may train a robot “using a gamepad (or other input device . . . ).” Ex. 1005, 26:9–13; see id. at 33:18–21. The evidence of record indicates that “switching users would be as simple as handing off a gamepad or other remote device used for controlling the robot from one user to another.” Ex. 1010 ¶ 73. Neither Patent Owner nor its declarant, Dr. Eli Saber, explains specifically why handing Grotmol’s gamepad to a different user would have created “complexities of combining the mixed knowledge into a single knowledgebase” or required “identifying each user to store particular learned operations and preferences in portions of the knowledgebase for user-specific autonomous operations.” See PO Resp. 14–15; PO Sur-reply 9; Ex. 2007 ¶¶ 128–130. Thus, based on Grotmol’s teaching of using a gamepad to train a robot, it would have been simple and straightforward for different users to train Grotmol’s robot for different behaviors. Ex. 1005, 26:9–13, 33:18–21; Ex. 1010 ¶ 73.” slip op. at 12
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation foundReasonable expectation foundUnpatentable
“4. Reason to Combine Petitioner asserts that a person of ordinary skill in the art would have had reason to combine the cited teachings of Grotmol and Hickman. Pet. 27–30 (citing Ex. 1003 ¶¶ 159–166). We agree with Petitioner’s rationale. Specifically, it would have been obvious to a person of ordinary skill in the art to combine Grotmol and Hickman so that Grotmol’s robots share training sets using Hickman’s shared robot knowledgebase. Id. at 30; Ex. 1003 ¶ 166. Doing so would have been obvious because Grotmol teaches sharing training sets between robots, and Hickman’s shared robot knowledgebase would facilitate wider and faster sharing of Grotmol’s training sets. Pet. 27–29; Ex. 1003 ¶¶ 160–161, 164; Ex. 1005, 33:27–32; Ex. 1007, 1:38–41, 5:41–46, 11:31–41. In addition, a person of ordinary skill in the art would have had a reasonable expectation of success in using Hickman’s shared robot knowledgebase with Grotmol’s robot because Hickman’s shared robot knowledgebase would “not interfere” with Grotmol’s robot. Pet. 30; Ex. 1003 ¶ 166.” slip op. at 24
Patent outcomesUS 11,055,583 unpatentableClaim construction§ 103 obviousnesscites GrahamPatents in suitUS 11,055,583 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Jan 3, 2025 · IPR2023-01172 · APJ Robert J Weinschenk · IPR · Final written decision
Claims 1–9, 11–14, 16–24, 26, 28, 29, and 31–34 are unpatentable as anticipated by Grotmol; claim 15 was not shown unpatentable because Grotmol does not disclose its required sequence.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner argues that a person of ordinary skill in the art would have had “(1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning.” Pet. 3–4 (citing Ex. 1003 ¶ 41). Petitioner’s description of the level of ordinary skill in the art is supported by the testimony of Petitioner’s declarant, Dr. Jason Janet. Ex. 1003 ¶ 41. Patent Owner “adopts” Petitioner’s description of the level of ordinary skill in the art. PO Resp. 4–5. We also adopt Petitioner’s description for the purposes of this Decision.” slip op. at 5
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached
“The parties appear to agree that the term “connection” refers to a relationship, but dispute whether it includes a link. PO Resp. 7; Pet. Reply 23. We need not resolve this claim construction issue in order to resolve the parties’ disputes about the asserted ground of unpatentability. Specifically, as discussed below, even if we assume for the purposes of this Decision that the term “connection” means a “relationship that includes a link,” the asserted prior art still discloses the disputed claim limitation. See Section II.D.23.” slip op. at 6
- Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner
“We agree with Patent Owner that claim 15 requires modifying the first instruction set before determining the modified first instruction set based on an at least partial match between the new digital picture and the first digital picture. Claim 15 recites “modifying: the first one or more instruction sets” and “determining the modified the first one or more instruction sets . . . based on the at least partial match between the new one or more digital pictures and the first one or more digital pictures.” Ex. 1001, 162:65–163:15 (emphasis added). The phrase “the modified . . . instruction sets” in the determining limitation indicates an order because it refers back to the instruction sets modified in the modifying limitation. Id. Further, the phrase “based on the at least partial match” indicates that a partial match between the new picture and the first picture returns the modified first instruction set. Id. In order for a partial match to return the modified first instruction set, it is logical that the first instruction set previously was modified and correlated to the first picture. Id. Thus, claim 15 indicates that the modifying limitation is performed before the determining limitation. See Altiris, Inc. v. Symantec Corp., 318 F.3d 1363, 1369 (Fed. Cir. 2003) (“First, we look to the claim language to determine if, as a matter of logic or grammar, [the recited steps] must be performed in the order written.”).” slip op. at 8
- Claim Construction › Functional claiming / §112(f) means-plus-function › Whether §112(f) applies (Williamson, nonce words)§112(f) appliesDecided for petitioner
“3. Means-plus-function limitations Petitioner contends that the corresponding structure for the “means for receiving or generating a first one or more digital pictures,” the “means for receiving or generating a first one or more instruction sets for operating the first device,” and the “means for learning the first one or more digital pictures correlated with the first one or more instruction sets for operating the first device” in claim 34 is “one or more processor circuits.” Pet. 4 (citing Ex. 1001, 16:8–60). Patent Owner does not dispute Petitioner’s proposed construction. PO Resp. 11. We adopt Petitioner’s proposed construction for purposes of this Decision. D. Anticipation of Claims 1–9, 11–24, 26, 28, 29, and 31–34 by Grotmol Petitioner argues that claims 1–9, 11–24, 26, 28, 29, and 31–34 are” slip op. at 10
Patent outcomesUS 11,055,583 mixedClaim construction§ 102 anticipationPatents in suitUS 11,055,583 - Tesla, Inc. v. Autonomous Devices, LLCSome claims unpatentablePTAB · Dec 12, 2024 · IPR2023-01054 · APJ Russell E Cass · IPR · Final written decision
Claims 4 and 11 are unpatentable over Grotmol and Hickman; claims 5 and 7 are not shown unpatentable. Substitute claims 21 and 24–26 are unpatentable; claims 22 and 23 are not reached.
RulingsFinal written decision- Skill levelSkill level petitioner adoptedDecided for petitioner
“B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art, 3 Patent Owner does not present objective evidence of nonobviousness in this proceeding. would have [had] at least: (1) a bachelor’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with two to three years of work experience in computer vision, image/video processing, and/or machine learning; or (2) a master’s degree in electrical engineering, computer engineering, computer science, systems engineering, or equivalent course work with a focus in computer vision, image/video processing, and/or machine learning. Pet. 4 (citing Ex. 1002 ¶¶ 40–42). Patent Owner adopts Petitioner’s definition of a person of ordinary skill in the art. PO Resp. 6. Considering the subject matter of the ’974 patent, the background technical field, and the asserted prior art, we agree with Petitioner’s proposed qualifications for the person of ordinary skill in the art, except we decline to adopt “at least,” as that language is vague and open-ended. Otherwise, Petitioner’s proposed definition is consistent with the level of skill reflected in the specification of the ’974 patent and the asserted prior art references. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001). Accordingly, except as noted above, we adopt Petitioner’s assessment” slip op. at 11
- Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther
“1. “connection” Claim 7 recites, in pertinent part, that “a first connection is generated” slip op. at 14
- Obviousness (§103) › Motivation to combine / reasonable expectation of successMixed
“c) Conclusion—Claim 7 After consideration of the contentions and the evidence of record, we” slip op. at 52
- PTAB / AIA Trials › Motions to amend / substitute claimsMotion to amend granted in partGranted in part
“7 We recognize that our conclusion here differs from the preliminary determination made in our Preliminary Guidance. After considering the full trial record, including Patent Owner’s MTA Reply, Petitioner’s MTA Sur-reply, Patent Owner’s Sur-sur-reply, and the arguments made at the oral hearing, we find that Petitioner has satisfied its burden of showing that this claim limitation would have been obvious over the Grotmol-Hickman combination. When issuing our Preliminary Guidance, we emphasized that the views expressed therein were “preliminary,” “subject to change upon consideration of the complete record,” and “not binding on the Board when reaching a final written decision.” See Prelim. Guid. 3.” slip op. at 99
Patent outcomesUS 10,452,974 mixedClaim construction§ 103 obviousnesscites Phillips · KSR · GrahamPatents in suitUS 10,452,974
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.