Prosecution Insights
Last updated: May 29, 2026
Application No. 17/989,550

Method Of Imaging And Milling A Sample

Non-Final OA §102§103
Filed
Nov 17, 2022
Priority
Nov 22, 2021 — EU EP21209511.1
Examiner
MCCORMACK, JASON L
Art Unit
2881
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Fei Company
OA Round
3 (Non-Final)
84%
Grant Probability
Favorable
3-4
OA Rounds
0m
Est. Remaining
92%
With Interview

Examiner Intelligence

Grants 84% — above average
84%
Career Allowance Rate
868 granted / 1028 resolved
+16.4% vs TC avg
Moderate +8% lift
Without
With
+8.1%
Interview Lift
resolved cases with interview
Fast prosecutor
2y 1m
Avg Prosecution
31 currently pending
Career history
1063
Total Applications
across all art units

Statute-Specific Performance

§101
0.4%
-39.6% vs TC avg
§103
75.9%
+35.9% vs TC avg
§102
4.4%
-35.6% vs TC avg
§112
13.4%
-26.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1028 resolved cases

Office Action

§102 §103
DETAILED ACTION 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 . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 2/19/2026 has been entered. Response to Arguments Applicant’s arguments with respect to claim(s) 1-22 have been considered but are moot because the new ground of rejection does not rely on any reference applied in the prior rejection of record for any teaching or matter specifically challenged in the argument. Claim Rejections - 35 USC § 102 The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action: A person shall be entitled to a patent unless – (a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale, or otherwise available to the public before the effective filing date of the claimed invention. Claim(s) 1, 4, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 21, and 22 is/are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Biberger U.S. PGPUB No. 2019/0355548. Regarding claim 1, Biberger discloses a method comprising: providing an imaging system including a charged particle beam source (“the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046]); milling, using a milling beam from a milling beam source, a sample to remove a layer of the sample (“specimen material is ablated (milled) using the focussed ion beam until the cross-sectional area is exposed” [0065]), wherein said milling beam is positioned at a plurality of rotational orientations with respect to said sample during the milling (“In order to displace the specimen from the “Face to SEM” specimen position into the “Face to FIB” position, the specimen is rotated about the tilt axis through the angle α” [0072] – “the specimen is successively moved into various positions relative to the optical axis of the electron-optical column and the optical axis of the ion-optical column, and held in these positions, during the course of a cross section preparation” [0069]); imaging, using a charged particle beam from the charged particle beam source, an exposed surface of the sample (“specimen material is ablated using the focussed ion beam in order to produce a cross section… Finally, the specimen is brought into a position in which the cross section can be imaged in the scanning electron microscope” [0068]); determining a relative position of said sample with respect to the charged particle beam source based on the image of the exposed surface of the sample, wherein the relative position is determined without using a fiducial (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]); and positioning said sample relative to said milling beam using said determined relative position (“In order to displace the specimen from the “Face to SEM” specimen position into the “Face to FIB” position, the specimen is rotated about the tilt axis through the angle α. If the site and space coordinates of the “Face to SEM” position are known and stored, it is consequently possible to calculate the site and space coordinates of the “Face to FIB” position” [0072]). Regarding claim 4, Biberger discloses that the image of the exposed surface is acquired by an electron beam generated from an electron column (“the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046]), and determining said relative position includes determining a distance between the exposed surface and a pole piece of the electron column (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]). Regarding claim 9, Biberger discloses that said milling beam is a focused ion beam (“processed with the focussed ion beam (FIB)” [0005]). Regarding claim 11, Biberger discloses that after positioning said sample relative to said milling beam, milling, with said milling beam, the exposed surface of said sample to remove a further layer of the sample (“specimen material is ablated (milled) using the focussed ion beam until the cross-sectional area is exposed. In this processing step, the specimen is held under the objective lens of the ion-optical column, specifically such that the specimen surface is aligned at approximately right angles to the optical axis of the ion-optical column (specimen position: “Face to FIB”)” [0065]). Regarding claim 12, Biberger discloses determining the relative position (by moving the specimen to the predetermined imaging position) after removing the further layer of the sample (“specimen material is ablated using the focussed ion beam in order to produce a cross section… Finally, the specimen is brought into a position in which the cross section can be imaged in the scanning electron microscope” [0068]). Regarding claim 13, Biberger discloses that positioning said sample relative to said milling beam comprises one or more of the following: modifying a position of the milling beam; pattern placement of said milling beam; and/or moving the sample relative to the milling beam (“In order to displace the specimen from the “Face to SEM” specimen position into the “Face to FIB” position, the specimen is rotated about the tilt axis through the angle α” [0072]). Regarding claim 14, Biberger discloses an apparatus comprising: a milling beam source 80 arranged to provide a milling beam (“an ion source 80” [0088]); an imaging system 63 for imaging a sample (“the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046]); a stage 75 arranged to hold a sample 74; and a controller 72 coupled to or including non-transitory memory 71 including code that, when executed by the controller, causes the apparatus (“Data records, which describe the specimen positions and are used for positioning the specimen according to the disclosure, can be stored and processed with the aid of the memory apparatus 71. As a result of an interaction between the memory apparatus 71 and control apparatus 72, it is possible to displace the specimen stage in such a way that a specimen region of interest (ROI) is moved into, and held at, a predetermined position” [0090]) to: position the stage with respect to the milling beam (“In order to displace the specimen from the “Face to SEM” specimen position into the “Face to FIB” position, the specimen is rotated about the tilt axis through the angle α” [0072] – “the specimen is successively moved into various positions relative to the optical axis of the electron-optical column and the optical axis of the ion-optical column, and held in these positions, during the course of a cross section preparation” [0069]); mill, with milling beam, the sample to remove a layer of the sample (“specimen material is ablated (milled) using the focussed ion beam until the cross-sectional area is exposed” [0065]); after milling, image, with the imaging system, an exposed surface of the sample (“specimen material is ablated using the focussed ion beam in order to produce a cross section… Finally, the specimen is brought into a position in which the cross section can be imaged in the scanning electron microscope” [0068]); determine a position of said sample relative to the imaging system based on the image of the exposed surface of the sample, wherein the relative position is determined without using a fiducial (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]); and position the sample relative to the milling beam based on said determined relative position (“In order to displace the specimen from the “Face to SEM” specimen position into the “Face to FIB” position, the specimen is rotated about the tilt axis through the angle α. If the site and space coordinates of the “Face to SEM” position are known and stored, it is consequently possible to calculate the site and space coordinates of the “Face to FIB” position” [0072]). Regarding claim 15, Biberger discloses that the milling beam source is an ion source (“processed with the focussed ion beam (FIB)” [0005]), and the exposed surface is imaged with an electron beam (“the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046]). Regarding claim 16, Biberger discloses that determining the position of said sample relative to the imaging system includes determining a position of the exposed surface relative to the imaging system (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]). Regarding claim 17, Biberger discloses that the apparatus is a dual-beam charged particle microscope, and the imaging system includes an electron column (“the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046]). Regarding claim 18, Biberger discloses that the apparatus is further configured to: after positioning said sample, mill the exposed surface to expose a second exposed surface (“In order to displace the specimen from the “Face to SEM” specimen position into the “Face to FIB” position, the specimen is rotated about the tilt axis through the angle α” [0072] – “the specimen is successively moved into various positions relative to the optical axis of the electron-optical column and the optical axis of the ion-optical column, and held in these positions, during the course of a cross section preparation” [0069] – “If a plurality of cross sections are intended to be produced…” [0076]). Regarding claim 19, Biberger discloses that determining the position of said sample relative to the imaging system based on the image includes determining a change of the position of said sample relative to the imaging system based on the image, and wherein positioning the sample includes adjusting the stage based on the change of position (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]). Regarding claim 21, Biberger discloses that moving the sample includes moving the sample with a component in a negative gravitational direction (“the specimen to be examined thus can be displaced in the three spatial directions x, y and z in order to change the location of the specimen” [0018]). Regarding claim 22, Biberger discloses that positioning the milling beam at a plurality of rotational orientations with respect to said sample during the milling includes positioning the milling beam at a milling angle with respect to said sample while positioning the milling beam at the plurality of rotational orientations (“In order to displace the specimen from the “Face to SEM” specimen position into the “Face to FIB” position, the specimen is rotated about the tilt axis through the angle α” [0072] – “the specimen is successively moved into various positions relative to the optical axis of the electron-optical column and the optical axis of the ion-optical column, and held in these positions, during the course of a cross section preparation” [0069]). Claim Rejections - 35 USC § 103 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, 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. Claim(s) 2 and 3 is/are rejected under 35 U.S.C. 103 as being unpatentable over Biberger U.S. PGPUB No. 2019/0355548 in view of Bergendahl et al. U.S. PGPUB No. 2018/0005798. Regarding claim 2, Biberger discloses the claimed invention, except that while Biberger teaches that “The specimen stage often also includes rotational movement elements, which have, e.g., a first axis of rotation (R), about which the specimen stage is arranged in rotatable fashion. It is also conceivable for the stage to additionally have a second axis of rotation (T), about which it is rotatable and which is arranged at right angles to the first axis of rotation. The second axis of rotation is also referred to as a tilt axis (T). If use is made of such a five-axis stage, the specimen to be examined thus can be displaced in the three spatial directions x, y and z in order to change the location of the specimen” [0018], there is no explicit disclosure of orienting a milling beam at the claimed milling angle with respect to the surface of the sample. Bergendahl discloses an apparatus for ion beam milling wherein “The gallium DBFIB tool may generate an ion beam column based on setting an accelerating voltage in… a tilt angle in the range of about 0 to about 52 degrees (typically +/−2 degrees during TEM sample fabrication)” [0041]. It would have been obvious to one possessing ordinary skill in the art before the effective filing date of the claimed invention to have modified the tilt stage of Biberger to perform milling at the claimed angle (as suggested by Bergendahl), in order to fabricate a sample having a specifically desired shape for analysis in an electron microscopy apparatus. Regarding claim 3, Biberger discloses the claimed invention, except that while Biberger teaches that “The specimen stage often also includes rotational movement elements, which have, e.g., a first axis of rotation (R), about which the specimen stage is arranged in rotatable fashion. It is also conceivable for the stage to additionally have a second axis of rotation (T), about which it is rotatable and which is arranged at right angles to the first axis of rotation. The second axis of rotation is also referred to as a tilt axis (T). If use is made of such a five-axis stage, the specimen to be examined thus can be displaced in the three spatial directions x, y and z in order to change the location of the specimen” [0018], there is no explicit disclosure of orienting a milling beam at the claimed milling angle with respect to the surface of the sample. Bergendahl discloses an apparatus for ion beam milling wherein “The gallium DBFIB tool may generate an ion beam column based on setting an accelerating voltage in… a tilt angle in the range of about 0 to about 52 degrees (typically +/−2 degrees during TEM sample fabrication)” [0041]. It would have been obvious to one possessing ordinary skill in the art before the effective filing date of the claimed invention to have modified the tilt stage of Biberger to perform milling at the claimed angle (as suggested by Bergendahl), in order to fabricate a sample having a specifically desired shape for analysis in an electron microscopy apparatus. Claim(s) 5 is/are rejected under 35 U.S.C. 103 as being unpatentable over Biberger U.S. PGPUB No. 2019/0355548 in view of Smith et al. U.S. PGPUB No. 2014/0183357. Regarding claim 5, Biberger discloses the claimed invention except that while Biberger discloses that the image of the exposed surface is acquired by an electron beam generated from an electron column (“the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046]), and determining said relative position includes determining a distance between the exposed surface and a pole piece of the electron column (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]), there is no explicit disclosure of determining a working distance using an autofocus routine. Smith discloses an electron microscopy apparatus (“determining the mineral content of a sample using an electron microscope” [0008]) wherein: “One way of compensating for working distance variation is to used an autofocus feature of the microscope to adjust the working distance” [0009]. It would have been obvious to one possessing ordinary skill in the art before the effective filing date of the claimed invention to have modified Biberger and Takahashi with the autofocusing of Smith in order to provide a suitably focused electron beam image, utilizing an automatic focusing scheme so as to more quickly and accurately produce a highly focused electron microscope image. Claim(s) 6, 7, 8, 10, and 20 is/are rejected under 35 U.S.C. 103 as being unpatentable over Biberger U.S. PGPUB No. 2019/0355548 in view of Brundage et al. U.S. PGPUB No. 2019/0378689. Regarding claim 6, Biberger discloses the claimed invention, except that while Biberger discloses that “the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046] where “The ions produced in the ion source 80… can be used to ablate material from the specimen 74 and/or image the specimen 74” [0059], and Biberger discloses determining said relative distance based on the image includes determining a position of the exposed surface in the image (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]), there is no explicit disclosure that the image of the exposed surface is acquired by the milling beam. Brundage discloses “a dual beam system” [0016] wherein “an electron microscope may be included for imaging and inspection of a loaded sample, and an ion beam system is included for processing and/or imaging the loaded sample” [0016] and “The ion source 106 typically provides an ion beam of ions… for either modifying the sample 102 by ion milling, enhanced etch, material deposition, or for the purpose of imaging the sample 102” [0021]. It would have been obvious to one possessing ordinary skill in the art before the effective filing date of the claimed invention to have modified Biberger with the milling beam imaging feature disclosed in Brundage in order to provide multi-modal imaging, thereby allowing an operator to perform multiple inspections of a sample, revealing different information and/or forming different images of the sample, increasing the amount of information that can be obtained in inspecting the sample. Regarding claim 7, Biberger discloses the claimed invention, except that while Biberger discloses that “the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046] where “The ions produced in the ion source 80… can be used to ablate material from the specimen 74 and/or image the specimen 74” [0059], and Biberger discloses determining said relative distance based on the image includes determining a position of the exposed surface in the image (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]), there is no explicit disclosure that the image of the exposed surface is acquired by the milling beam. Brundage discloses “a dual beam system” [0016] wherein “an electron microscope may be included for imaging and inspection of a loaded sample, and an ion beam system is included for processing and/or imaging the loaded sample” [0016] and “The ion source 106 typically provides an ion beam of ions… for either modifying the sample 102 by ion milling, enhanced etch, material deposition, or for the purpose of imaging the sample 102” [0021]. Brundage discloses that “The stage 214 may orient the sample 202 to a desired angle Θ with the ion beam 218 based on the configuration 201” [0038]. It would have been obvious to one possessing ordinary skill in the art before the effective filing date of the claimed invention to have modified Biberger with the milling beam imaging feature disclosed in Brundage in order to provide multi-modal imaging, thereby allowing an operator to perform multiple inspections of a sample, revealing different information and/or forming different images of the sample, increasing the amount of information that can be obtained in inspecting the sample. Regarding claim 8, Biberger discloses the claimed invention, except that while Biberger discloses that “the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046] where “The ions produced in the ion source 80… can be used to ablate material from the specimen 74 and/or image the specimen 74” [0059], and adjusting an angle between said exposed surface and said milling beam before imaging said exposed surface (“In order to displace the specimen from the “Face to SEM” specimen position into the “Face to FIB” position, the specimen is rotated about the tilt axis through the angle α” [0072]), there is no explicit disclosure that the image of the exposed surface is acquired by the milling beam. Brundage discloses “a dual beam system” [0016] wherein “an electron microscope may be included for imaging and inspection of a loaded sample, and an ion beam system is included for processing and/or imaging the loaded sample” [0016] and “The ion source 106 typically provides an ion beam of ions… for either modifying the sample 102 by ion milling, enhanced etch, material deposition, or for the purpose of imaging the sample 102” [0021]. Brundage discloses that “The stage 214 may orient the sample 202 to a desired angle Θ with the ion beam 218 based on the configuration 201” [0038]. It would have been obvious to one possessing ordinary skill in the art before the effective filing date of the claimed invention to have modified Biberger with the milling beam imaging feature disclosed in Brundage in order to provide multi-modal imaging, thereby allowing an operator to perform multiple inspections of a sample, revealing different information and/or forming different images of the sample, increasing the amount of information that can be obtained in inspecting the sample. Biberger and Brundage disclose the claimed invention except that while Brundage teaches that “The degree of the angle Θ, however, may be adjusted based on at least one feature of an active layer of the sample 202” [Brundage: 0038] and Biberger discloses “The specimen stage often also includes rotational movement elements, which have, e.g., a first axis of rotation (R), about which the specimen stage is arranged in rotatable fashion. It is also conceivable for the stage to additionally have a second axis of rotation (T), about which it is rotatable and which is arranged at right angles to the first axis of rotation. The second axis of rotation is also referred to as a tilt axis (T). If use is made of such a five-axis stage, the specimen to be examined thus can be displaced in the three spatial directions x, y and z in order to change the location of the specimen” [0018], there is no explicit disclosure of positioning said exposed surface of said sample substantially parallel to said milling beam. It would have been obvious to one having ordinary skill in the art before the effective filing date of the claimed invention to position said exposed surface of said sample substantially parallel to said milling beam since it has been held that where the general conditions of a claim are disclosed in the prior art, discovering the optimum or workable ranges involves only routine skill in the art. One would have been motivated to position said exposed surface of said sample substantially parallel to said milling beam for the purpose of milling and/or imaging specific structures in a sample specimen, as desired by a user (milling a specific shape required for imaging, or imaging a specific location, or at a specific angle which is expected to reveal certain features in analyzing the sample). In re Aller, 220 F.2d 454, 456, 105 USPQ 233, 235. Regarding claim 10, Biberger discloses the claimed invention, except that while Biberger discloses that “the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046] where “The ions produced in the ion source 80… can be used to ablate material from the specimen 74 and/or image the specimen 74” [0059], there is no explicit disclosure that said milling beam is a laser beam. Brundage discloses “a dual beam system” [0016] wherein “the beam used to process the desired samples could comprise, for example, an electron beam, a laser beam, or a focused or shaped ion beam, for example” [0033]. It would have been obvious to one possessing ordinary skill in the art before the effective filing date of the claimed invention to have modified Biberger by replacing the ion milling beam with a laser milling beam since Brundage teaches that these beams are interchangeable in a method of milling a sample specimen for analysis in a dual-beam system. Selecting one type of beam over another may be advantageous in forming features on a sample specimen dependent upon the material of the sample specimen or for selecting specific feature sizes required in forming the sample specimen. Regarding claim 20, Biberger discloses the claimed invention, except that while Biberger discloses that “the specimen block is imaged with the aid of the scanning electron microscope function of the two-beam device” [0046] where “The ions produced in the ion source 80… can be used to ablate material from the specimen 74 and/or image the specimen 74” [0059], and Biberger discloses determining said relative distance based on the image includes determining a position of the exposed surface in the image (“a specimen region of interest (ROI) at which the first TEM lamella is intended to be prepared is selected on the basis of the image of the specimen (step S3). It may be desirable to displace the specimen in the x- and y-direction until the specimen region of interest (ROI) is placed under the objective lens of the electron beam column in such a way that the specimen region of interest (ROI) lies as desired in the field of view of the electron beam column” [0047]), there is no explicit disclosure that the image of the exposed surface is acquired by the milling beam. Brundage discloses “a dual beam system” [0016] wherein “an electron microscope may be included for imaging and inspection of a loaded sample, and an ion beam system is included for processing and/or imaging the loaded sample” [0016] and “The ion source 106 typically provides an ion beam of ions… for either modifying the sample 102 by ion milling, enhanced etch, material deposition, or for the purpose of imaging the sample 102” [0021]. It would have been obvious to one possessing ordinary skill in the art before the effective filing date of the claimed invention to have modified Biberger with the milling beam imaging feature disclosed in Brundage in order to provide multi-modal imaging, thereby allowing an operator to perform multiple inspections of a sample, revealing different information and/or forming different images of the sample, increasing the amount of information that can be obtained in inspecting the sample. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to JASON L MCCORMACK whose telephone number is (571)270-1489. The examiner can normally be reached M-Th 7:00AM-5:00PM EST. 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, Robert Kim can be reached at 571-272-2293. 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. /JASON L MCCORMACK/Examiner, Art Unit 2881
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Prosecution Timeline

Show 1 earlier event
Jul 30, 2025
Non-Final Rejection mailed — §102, §103
Oct 30, 2025
Response Filed
Dec 08, 2025
Final Rejection mailed — §102, §103
Jan 30, 2026
Applicant Interview (Telephonic)
Jan 30, 2026
Examiner Interview Summary
Feb 19, 2026
Request for Continued Examination
Feb 28, 2026
Response after Non-Final Action
Apr 22, 2026
Non-Final Rejection mailed — §102, §103 (current)

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Prosecution Projections

3-4
Expected OA Rounds
84%
Grant Probability
92%
With Interview (+8.1%)
2y 1m (~0m remaining)
Median Time to Grant
High
PTA Risk
Based on 1028 resolved cases by this examiner. Grant probability derived from career allowance rate.

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