Prosecution Insights
Last updated: April 19, 2026
Application No. 17/933,401

SYSTEMS AND METHODS OF PROVIDING SPATIAL AUDIO ASSOCIATED WITH A SIMULATED ENVIRONMENT

Final Rejection §103§112§DP
Filed
Sep 19, 2022
Examiner
MCCORD, PAUL C
Art Unit
2692
Tech Center
2600 — Communications
Assignee
Sonos Inc.
OA Round
4 (Final)
69%
Grant Probability
Favorable
5-6
OA Rounds
3y 5m
To Grant
96%
With Interview

Examiner Intelligence

Grants 69% — above average
69%
Career Allow Rate
393 granted / 569 resolved
+7.1% vs TC avg
Strong +27% interview lift
Without
With
+26.6%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
41 currently pending
Career history
610
Total Applications
across all art units

Statute-Specific Performance

§101
10.5%
-29.5% vs TC avg
§103
54.0%
+14.0% vs TC avg
§102
6.8%
-33.2% vs TC avg
§112
20.9%
-19.1% vs TC avg
Black line = Tech Center average estimate • Based on career data from 569 resolved cases

Office Action

§103 §112 §DP
Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA DETAILED ACTION Double Patenting Claims 1-21 remain rejected on the ground of nonstatutory double patenting as being unpatentable over claims 1-28 of U.S. Patent No. 11483670. Although the claims at issue are not identical, they are not patentably distinct from each other because the independent claims are considered substantially similar and any differences of subject matter in the independent and dependent claims are considered well-known, routine and conventional. Examiner will hold the instant double patenting rejection in abeyance until other substantive issues are resolved. Specification The amendment to the claims filed 10/8/25 suffices to obviate the 35 U.S.C. 132(a) objection by cancelling the discussed subject matter. Claim Rejections - 35 USC § 112 The amendment to the claims filed 10/8/25 suffices to obviate the 35 U.S.C. 112(a) or 35 U.S.C. 112 (pre-AIA ), first paragraph, of claims 1-22. Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102 of this title, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. The factual inquiries set forth in Graham v. John Deere Co., 383 U.S. 1, 148 USPQ 459 (1966), that are applied for establishing a background for determining obviousness under 35 U.S.C. 103 are summarized as follows: 1. Determining the scope and contents of the prior art. 2. Ascertaining the differences between the prior art and the claims at issue. 3. Resolving the level of ordinary skill in the pertinent art. 4. Considering objective evidence present in the application indicating obviousness or nonobviousness. Claims 1-21 rejected under 35 U.S.C. 103 as being unpatentable over Fullam: 20160212538 hereinafter Full further in view of Hartung: 20170318405 and further in view of Lee: 20210099146. Regarding claim 1 Full teaches: A media playback system (Full: ¶ 42-45; Fig 3-5: computing system in concert with speaker devices) comprising: first and second playback devices (Full: Fig 2, 3, etc.: a media playback environment comprising plurality- of first, second, etc. playback devices such as 110,114,116,118,120); and a tangible, non-transitory, computer-readable medium storing instructions executable by one or more processors to cause the media playback system to perform operations (Full: ¶ 42-45; Fig 5: system operative upon a processor to execute code in concert with playback devices) comprising: receiving, from a media content provider, virtual media audio content associated with a virtual environment (Full: ¶ 37-40; Fig 4: system generates virtual media content such as an audio signal at a position of a virtual character in a user environment); determining a first position of the first playback device in a listening environment (Full: ¶ 32; Fig 1, 4: system determines location of each/any remote speaker such as speakers 118, 120); determining a second position of the second playback device in a listening environment (Full: ¶ 32; Fig 1, 4: system determines location of each/any remote speaker such as speakers 118, 120); determining a boundary of the virtual environment, the boundary defining an area based on at least the first position and the second position (Full: ¶ 36; Fig 1: system recognizes a room in which the system is operative, thereby determining a position, type, etc. of speakers, devices, etc. therein or other playback data associated therewith; said locating based on location, image, etc. information); generating a first audio signal based on the boundaries and the virtual media audio content (Full: ¶ 37-40, 53: system outputs audio from a first device adjusted with respect to determined position, distance, etc.); generating a second audio signal based on the boundaries and the virtual media audio content (Full: ¶ 29, 37-40, 53: system outputs audio from a second device adjusted with respect to determined position, distance, etc.), wherein the generated first and second audio signals include one or more audio cues configured to enable a user to spatially perceive a location of a virtual object within the listening environment (Full: ¶ 8, 29, 40, etc.; Fig 3, 5: such as by adjusting audio from the first and second speaker to account for latency in reaching the listener thereby imparting a dimensional effect to the audio such as based on location); and causing playback of the first audio signal via the first playback device and causing playback of the second audio signal via the second playback device (Full: ¶ 29, 40: audio adjusted based on location to maintain synchrony between first and second playback devices with respect to location). Full teaches a system operable to cause the boundary of a virtual environment to match or be slightly different than an area defined by the first and second playback devices as Full teaches a system wherein displayed content appears to be located within a surrounding real-world environment (Full: ¶ 8) such as to enhance an augmented reality presentation, wherein audio content corresponding to a virtual object may be sent to a remote speaker located proximate the virtual object, such that the sound originates from a direction of virtual object in the environment (Full: ¶ 9) such that sound-producing devices in the real-world environment provide spatial audio that corresponds to the three-dimensional placement of virtual objects in the real world environment (Full: ¶ 18). Full does not explicitly disclose receiving, from a media content provider; that is, in Full the receipt of virtual media is not disclosed as originating “from a media content provider.” Additionally, Full does not explicitly teach adjustment of the boundary of the virtual environment; wherein the adjustment of the boundary of the virtual environment causes the boundary of the virtual environment to match or be slightly different than an area defined by the first and second playback devices and subsequently generating a first, second, etc. audio signal based on the adjusted boundary and the virtual media audio content such as for the output of the Full taught spatialized audio. In a related field of endeavor Har teaches a system and method for the receipt and output of streaming media (Har: ¶ 3, 66, 73: system operates to stream media content such as via the internet) the system operable for calibrating one or more speakers by detecting position thereof such as by the emission and detection of calibration tones (Har: ¶ 27, 28, 53, 54, etc.: stationary or positioned microphones in an environment detected acoustic properties of the environment based on speaker locations), such as in a manner similar to that disclosed by Full; wherein the system operates for detecting, after determining at least one of the first position and the second position that at least one of the first and second playback devices has been moved (Har: ¶ 54, 81-83: system detects a lack of calibration, such as when a playback device has been physically moved, renamed, paired in a second zone, provided with an instruction, etc.); for causing, after detecting that at least one of the first and second playback devices has been moved, adjustment of the boundary of the auditory environment (Har: ¶ 81-83: such as recalibrating an environment based thereon and adjusting output properties of speakers in the system in concert with the recalibration process, in this case the boundaries are considered adjusted by the control of speaker characteristics, that is, particular weightings or adjustments of volume parameters with respect to particular frequency parameters or otherwise providing an improved listening environment or spatialization with respect to adjustments to the physical properties of sound in the physical environment); for generating a first audio signal based on the adjusted boundary and the audio content (Har: ¶ 29, 37-40, 53, 135, 163; Fig 13, 17: such as by controlling output of two or more speakers in the system to conduct playback of audio wherein the calibration is applied to the audio output); and for generating a second audio signal based on the adjusted boundary and the audio content (Har: ¶ 29, 37-40, 53, 135, 163; Fig 13, 17: such as by controlling output of two or more speakers in the system to conduct playback of audio wherein the calibration is applied to the audio output) such that adjustment of the boundary of the environment such as after movement of one or more speakers into or out of an environment causes the boundary of the virtual environment to match or be slightly different than an area defined by the first and second playback devices such as resultant from calibration, re-calibration, etc. of the first, second, etc. speaker in the environment (Har: ¶ 54, 81-83, 122, 127: as a result of room calibration which generates a transfer, characteristic, etc. function of the room with respect to acoustical boundaries and obstructions within a room the purpose of which is to cause a frequency response to match the acoustic environment and to be slightly different in a manner approximating a flat or linear frequency response in the room). It would have been obvious to one of ordinary skill in the art before the effective filing date of the instant application to modify or improve the Full virtualization system and method wherein the detection of the location of the speakers in the environment is modified to include detection of the presence or absences of particular speakers in the environment as taught or suggested by Har and to thereby utilize the Full method for detecting the speaker location in concert with the Har taught method for calibrating the present speakers to determine and optimize physical properties of sound in the physical environment by calibration of the speakers to thereby cause the Full in view of Har system to generate first and second audio signal such as streamed or received from the internet as taught or suggested by Har and output based on the adjusted boundary of Har and output in concert with virtual media audio content as discussed by Full (Full: ¶ 37-40, 53: system outputs audio from a first, second, etc. device adjusted with respect to determined position, distance, etc.), such as by streaming in the manner discussed in Har. One of ordinary skill in the art would have been motivated to do so for at least the purpose of expected only predictable results therefrom without undue experimentation thereon. It may be argued that Full in view of Har does not address the manipulation of virtual boundaries to thereby adjust speaker output. In keeping with the Abstract; ¶ 31-33, 90, 120-126; and Fig 8 of the instant specification the adjustment of a virtual scene, perceived boundaries thereof, etc. is considered manipulation of a room representation allowing a user to perceive spatial audio comprising objects at locations with the room such as may be effected by instructing a user to adjust the position of a physical device and/or replace a missing physical device; or by adjustment of audio characteristics of present and operable output devices. This is considered an obvious utility and strongly suggested by Full in view of Har, which identifies a particular media playback location, such as a room, boundaries thereof, and speakers therein for the purpose of adjusting signals output therefrom to localize audio within the room such as by identifying locations of speakers (see at least Full: ¶ 33, etc.; Fig 4, etc.) and adjusting the output thereof based thereon (please see Full: ¶ 29-40, 53; Fig 4). In concert with the teachings of Har and in the manner described supra this includes detection of inadequate calibration, such as when a playback device has been physically moved, renamed, paired in a second zone, provided with an instruction, etc. (Har: ¶ 29, 37-40, 53, 135, 163; Fig 13, 17), and as such the identified objects in a playback environment of the Full in view of Har system and method would be suitably available to speaker location and identification such as by the image sensors of Full. Nevertheless Ful and Har do not explicitly discuss manipulations of virtual boundaries beyond that available as a result of manipulation of audio parameters and as such Full in view of Har is considered to strongly suggest but not explicitly teach adjustment of the boundaries of the virtual environment; causing boundaries of the virtual environment to match or be slightly different than an area defined by the first and second playback devices. In a related field of endeavor Lee teaches a system and method operable to optimize the boundaries of an acoustic space based on detection of acoustic properties by a user device of an augmented reality system (Lee: ¶ 12, 13, 80-82: detection of environmental factors determine location parameters, such as a changed location and direct speakers to adjust output sound parameters or to cease producing sound); wherein the system operates to adjust audio output based on detected properties in augmented reality to adapt the “fit” of an audio output to a determined output environment, including adjusting room boundaries (Lee: ¶ 80-83). Lee discusses these properties of sound manipulation in augmented reality with regard to real physical spaces in a video conferencing environment however video games such as those of Full represent a well-known utility of augmented reality functionality. As such it would have been obvious to one of ordinary skill in the art before the effective filing date of the instant application to adjust the boundaries of a virtual space as taught or suggested by Lee to bring convincing reality to the wizard battle of Full in view of Har for at least the purpose of allowing dimensionalities of a variety of spaces both matching and slightly different from the actual environment to be brought to bear on in-game action of a video game thereby audibly presenting a space of battle such as a park or room—one of ordinary skill in the art would have expected only predicable results from such adjustments. Regarding claim 2 Full in view of Har in view of Lee teaches or suggests: The media playback system of claim 1, wherein the second playback device is portable and comprises a battery. Examiner has taken official notice which Applicant has failed to timely and explicitly traverse and it is thus accepted as Admitted Prior Art (APA: please see MPEP 2144.03) that the utility of a battery in a portable device was well known in the art before the effective filing date of the instant invention and would have comprised an obvious inclusion for at least the purpose of allowing a user to reposition various speakers in the system such as when a user changes location; one of ordinary skill in the art would have expected only predictable results therefrom. Regarding claim 3 Full in view of Har in view of Lee or suggests: The media playback system of claim 2, wherein the operations further comprise playing back, in response to movement of the second playback device from the second position to a third, different position, an adjusted second audio signal of the virtual media audio content via the second playback device (Full: ¶ 29-40, 54, 81-83, 122, 127; Fig 4: such as by iteration of the figure 4 method for configuring based on relocation of a particular speaker and the adjustment of playback by the generation of a second transfer, characteristic, etc., function corresponding to the environment based thereon). The claim is considered obvious over Full as modified by Har and Lee as addressed in the base claim as it would have been obvious to apply the further teaching of Full, Har, and/or Lee to the modified device of Full, Har and Lee; one of ordinary skill in the art would have expected only predictable results from such a modification. Regarding claim 4 Full in view of Har in view of Lee teaches or suggests: The media playback system of claim 1, wherein the operations further comprise transmitting the second audio signal from the first playback device to the second playback device (Full: ¶ 12, 31, etc.: such as by receipt of the signal in a reception buffer for wifi, Bluetooth, etc. within the first audio device and internal transmission thereof such as upon expected modules comprising a DAC, amplifier, etc.). The claim is considered obvious over Full as modified by Har and Lee as addressed in the base claim as it would have been obvious to apply the further teaching of Full, Har, and/or Lee to the modified device of Full, Har and Lee; one of ordinary skill in the art would have expected only predictable results from such a modification. Regarding claim 5 Full in view of Har in view of Lee teaches or suggests: The media playback system of claim 1, wherein the virtual media audio content is played back while a visual representation of the virtual object within the virtual environment is overlaid on a real-world space in the listening environment (Full: ¶ 15, etc.; Fig 2). The claim is considered obvious over Full as modified by Har and Lee as addressed in the base claim as it would have been obvious to apply the further teaching of Full, Har, and/or Lee to the modified device of Full, Har and Lee; one of ordinary skill in the art would have expected only predictable results from such a modification. Regarding claim 6 Full in view of Har in view of Lee teaches or suggests: The media playback system of claim 1, wherein the audio cues include at least one of interaural time difference, interaural level difference, spectral cues, or time domain cues (Full: ¶ 37-40, 53: time domain parameters processed to co-locate sound image with visual image). The claim is considered obvious over Full as modified by Har and Lee as addressed in the base claim as it would have been obvious to apply the further teaching of Full, Har, and/or Lee to the modified device of Full, Har and Lee; one of ordinary skill in the art would have expected only predictable results from such a modification. Regarding claim 7 Full in view of Har in view of Lee teaches or suggests: The media playback system of claim 1, wherein the virtual media audio content includes a trajectory of the virtual object relative to the virtual environment (Sole: ¶ 6, 62, 66: objects rendered with respect to trajectory metadata). The claim is considered obvious over Full as modified by Har and Lee as addressed in the base claim as it would have been obvious to apply the further teaching of Full, Har, and/or Lee to the modified device of Full, Har and Lee; one of ordinary skill in the art would have expected only predictable results from such a modification. Regarding claim 8, 15 – the claims are considered to recite substantially similar subject matter to that of claim 1 and are similarly rejected. Regarding claim 9 – the claim is considered to recite substantially similar subject matter to that of claim 2 and is similarly rejected. Regarding claim 10 – the claim is considered to recite substantially similar subject matter to that of claim 3 and is similarly rejected. Regarding claim 11, 17 – the claims are considered to recite substantially similar subject matter to that of claim 4 and are similarly rejected. Regarding claim 12, 18 – the claims are considered to recite substantially similar subject matter to that of claim 5 and are similarly rejected. Regarding claim 13, 19 – the claims are considered to recite substantially similar subject matter to that of claim 6 and are similarly rejected. Regarding claim 14, 20 – the claims are considered to recite substantially similar subject matter to that of claim 7 and are similarly rejected. Regarding claim 16 – the claim is considered to recite substantially similar subject matter to that of claims 2 and 3 and is similarly rejected. Regarding claim 21 Full in view of Har in view of Lee teaches or suggests: The media playback system of claim 1, the operations further comprising: suggesting that the user move at least one of the first and second playback devices to fill a gap in the listening environment. Examiner has taken official notice that alteration of the location of a speaker such as to materially affect poles, or resonances; and zeroes or gaps in the frequency response of a particular location was well known in the art before the effective filing date and would have comprised and obvious inclusion for at least the purpose of generating a more linear frequency response of an audio output by manipulation of physical properties in a listening environment. Applicant traverses. To adequately traverse a finding based on official notice, an applicant must specifically point out the supposed errors in the examiner’s action, which would include stating why the noticed fact is not considered to be common knowledge or well-known in the art. Applicant has failed to provide a proper traversal and amounts to a mere request for documentary evidence and/or a general allegation that the subject matter is not well known. Nevertheless as instant and unquestionable demonstration consider LeBlanc: 20110091055 ¶ 66: which teaches a system determining a need for a corrective action, such as to fill a gap left by an incorrectly positioned speaker wherein the user is instructed to physical move a loudspeaker, modify a volume, etc.; or consider Beaucoup: 20140119552: ¶ 21, 69: in which when an acoustic source localization module determines incorrect setting of loudspeakers a user interface directs a user to reposition a speaker to fill the detected gap; or Kim: 20140146984: ¶ 46, 137: in which a user interface directs a user to reposition a speaker to a more optimal position for music delivery; or Carlsson: 20150208187: ¶ 46, Fig 2: system detects and configures a network of speakers and suggests modifying position of speakers for improved output; or Trestain: 20160165337: in which the user is bypassed and the speakers move themselves into positions of optimal performance, or ultimately Shi: 20180249273: wherein a position estimation engine suggests a location for repositioning the loudspeaker. As such the well-known utility of the claimed subject matter is shown to be abundantly encompassed by one of ordinary skill in the art who would have found it obvious to combine or otherwise incorporate such functionality into the Full in view of Har in view of Lee system, method, etc. for at least the purpose of generating a more linear frequency response of an audio output by manipulation of physical properties in a listening environment; one of ordinary skill in the art would have expected only predictable results from such a modification. Claims 23 rejected under 35 U.S.C. 103 as being unpatentable over Fullam: 20160212538 hereinafter Full further in view of Hartung: 20170318405 and further in view of Lee: 20210099146 as applied to claim 1 supra and further in view of Schmidt: 20190116448 hereinafter Sch. Regarding claim 23 Full in view of Har in view of Lee teaches or suggests: The media playback system of claim 1, the operations further comprising: determining an acoustic profile of the listening environment (Har: ¶ 35, 110, etc. such as response data acoustically characterizing the environment and sufficient to distinguish among a plurality of potential environments), the acoustic profile identifying locations of surfaces within the listening environment relative to one or more of the first and second playback devices (Lee: ¶ 52-54: such as to characterize sound waves striking surfaces in the environment and adjust an output in concert therewith) and receiving the acoustic profile (Har: ¶ 135, etc.; Fig 13, etc.: acoustic profile instruction sent in the form of an instruction to apply a determined calibration, profile etc. to the output of devices in the system) to adjust user perceived boundaries of the virtual environment based thereon (please see claim 1 supra). Full in view of Har in view of Lee does not explicitly teach the system, method, etc. operable for receiving an acoustic profile of the listening environment, the acoustic profile explicitly identifying locations of surfaces within the listening environment relative to one or more of the first and second playback devices. IN a related field of endeavor Sch teaches a system for determining a response of an environment said response in the form of acoustic parameters of a room and based on room geometry, and surfaces thereof (Sch: ¶ 6, 57, 59, 64, 69, 72). It would have been obvious to one of ordinary skill in the art before the effective filing date of the instant application to adjust the output of speakers of the Full in view of Har in view of Lee such as by using one or more acoustic profiles encompassing the walls, materials, obstructions of one or more rooms as taught or suggested by Sch for at least the purpose of adapting the output of audio to better match or be more similar to a particular environment based on explicit wall, ceiling floor, etc. measurement parameters; one of ordinary skill in the art would have expected only predictable results therefrom. Response to Arguments Applicant’s arguments in concert with claim amendments, see Remarks and Claims, as filed 10/8/25, with respect to the rejection(s) of claim(s) 1-20 under 35 USC 103 over Fullam in view of Hartung in view of Lee have been fully considered and are not persuasive. Examiner has modified the art rejection supra to address applicants arguments. Particularly, Applicant argues that Fullam, Hartung, and Lee fail to disclose or suggest each and every feature of claim 1 including, "wherein the adjustment of the boundary of the virtual environment causes the boundary of the virtual environment to match or be slightly different than an area defined by the first and second playback devices." As a preliminary matter Applicant’s arguments depend from a particular interpretation of the claimed adjustment of the boundary of the virtual environment, Examiner respectfully submits that such an interpretation of resolves one among myriad potential construals of the claimed subject matter—Applicant’s preferred construal. In Examiner’s broadly reasonable construal based on the specification as filed adjustment of a boundary of the virtual environment is considered the re-iteration of a calibration sequence such as subsequent to a movement of a speaker in an environment (please see Abstract; ¶ 31-33, 90, 120-126; Fig 8 of the instant PGPublication: 20230008591) “in response to receiving the locations of the playback devices relative to the walls and/or one or more dimensions of the room,” the system adjusts audio properties of the virtual scene by changing radiation patters and frequency coefficients of the sound emitted by the playback devices (please see ¶ 90 of the instant PGPublication), such as to present audio with respect to said boundaries by manipulation of the audio output. This is clearly taught by Fullam in view of Hartung in view of Lee as shown the amended art rejection supra. Applicant has additionally traversed the taking of official notice with respect to claim 21. Examiner has modified the art rejection supra presenting instant and unquestionable demonstration of the well-known nature of the claimed suggesting of movement at least one of the first and second playback devices to fill a gap in the listening environment. As such the independent claims are not considered allowable. Examiner had indicated the potentially allowable nature of a claim comprising the subject matter of both claims 3 and 22 and any intervening claims and appreciates that Applicant preferred examination of the subject matter of the instant amended claims comprising only the subject matter of claim 22. In examining claims 2, 3 Applicant has relied upon previous rationale as the amended subject matter is addressed by the prior art rejection and no discussion was made with respect to claims 2, 3. As such no dependent claims are considered allowable. Conclusion Applicant's amendment necessitated any new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to PAUL C MCCORD whose telephone number is (571)270-3701. The examiner can normally be reached 730-630 M-F. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, CAROLYN EDWARDS can be reached at (571) 270-7136. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /PAUL C MCCORD/Primary Examiner, Art Unit 2692
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Prosecution Timeline

Sep 19, 2022
Application Filed
Jun 14, 2024
Non-Final Rejection — §103, §112, §DP
Jul 22, 2024
Interview Requested
Jul 31, 2024
Examiner Interview Summary
Jul 31, 2024
Applicant Interview (Telephonic)
Oct 21, 2024
Response Filed
Jan 24, 2025
Final Rejection — §103, §112, §DP
Mar 06, 2025
Interview Requested
Mar 14, 2025
Applicant Interview (Telephonic)
Mar 17, 2025
Examiner Interview Summary
Apr 28, 2025
Request for Continued Examination
May 05, 2025
Response after Non-Final Action
May 31, 2025
Non-Final Rejection — §103, §112, §DP
Oct 03, 2025
Applicant Interview (Telephonic)
Oct 03, 2025
Examiner Interview Summary
Oct 08, 2025
Response Filed
Dec 04, 2025
Final Rejection — §103, §112, §DP (current)

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5-6
Expected OA Rounds
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Grant Probability
96%
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3y 5m
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High
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