Prosecution Insights
Last updated: October 23, 2026
Application No. 18/680,908

INDIVIDUALIZED IDENTIFIER FOR INTEGRATED CIRCUIT CHIPS

Non-Final OA §103
Filed
May 31, 2024
Examiner
ZAKARIA, AKM
Art Unit
2858
Tech Center
2800 — Semiconductors & Electrical Systems
Assignee
Analog Devices Inc.
OA Round
3 (Non-Final)
83%
Grant Probability
Favorable
3-4
OA Rounds
0m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 83% — above average
83%
Career Allowance Rate
693 granted / 839 resolved
+14.6% vs TC avg
Strong +16% interview lift
Without
With
+16.2%
Interview Lift
resolved cases with interview
Typical timeline
2y 4m
Avg Prosecution
40 currently pending
Career history
889
Total Applications
across all art units

Statute-Specific Performance

§101
3.8%
-36.2% vs TC avg
§103
55.3%
+15.3% vs TC avg
§102
20.3%
-19.7% vs TC avg
§112
19.3%
-20.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 839 resolved cases

Office Action

§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and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114.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 07/20/2026 has been entered. For further details see the rejections/objections for Claim(s) 1-20 herein. 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. Claim(s) 1, 4-5, 7, 9-11, 13, 15-18 and 20 are rejected under 35 U.S.C. 103 as being unpatentable over Devadas et al. (US 20030204743; hereinafter Devadas) in view of Kwong et al. (US 20180173900). Regarding claim 1, Devadas teaches in figure(s) 1-56 a method comprising: measuring (measurement circuit 104; fig. 1) a circuit parameter (measurable component 102) of multiple integrated circuit elements of an integrated circuit chip (50) of interest to produce an individualized identifier (para. 3 - uniquely identified by embedding a unique identifier in the chip, such as a serial number embedded in the chip by the manufacturer… generating a unique identifier is to incorporate an array of transistors in the chip, measure the threshold voltages of the transistors in the array, and output the measurements as the identifier… no two chips will have arrays of transistors whose threshold voltages are exactly the same) for the integrated circuit chip of interest using multiple measurements of the circuit parameter; comparing the individualized identifier to an identifier database including identifiers of multiple integrated circuit chips (277 in fig. 2; para. 6 - authenticate the chip by selectively measuring a subset of the physical characteristics and comparing the measured results with pre-stored measurements; para. 26 - a storage device to store identifiers and responses associated with the device, each identifier identifying one or more measurable characteristics, each response corresponding to one or more identifiers and is derived from one or more measurements of the measurable characteristics identified by the one or more identifiers); and identifying the integrated circuit chip of interest as a specific integrated circuit chip of the identifier database using the comparing of the individualized identifier to the identifier database (output in figs. 9-11,14; para. 57 - PUF circuit 100 receives an input on a signal line 106 and generates an output on line 108. Each (input, output) pair is specific to chip 50 and depends on characteristics of a portion of the physical structure associated with chip 50… the (input, output) pairs can be used to authenticate and identify chip 50 or to prove that the message is generated by a particular chip). Devadas does not teach explicitly wherein the circuit parameter includes a resistance parameter of the multiple integrated circuit elements; outputting the individualized identifier that includes the multiple measurements of the circuit parameter. However, Kwong teaches in figure(s) 1-21 wherein the circuit parameter includes a resistance parameter of the multiple integrated circuit elements (paras. 3-4 :- Physically Unclonable Function (PUF) is a function based on Integrated circuits have unique responses to challenges based on differences in the electrical and physical characteristics (e.g., variations in doping levels, resistances, capacitances, etc.) of the integrated circuits that result from the manufacturing processes of such circuits … measure the read access times of bit cells of SRAM to create a PUF. a processor determines a function based on a comparison of the first duration and the second duration, the function to establish an identification of a circuit that includes the memory array; 104 fig. 1); outputting the individualized identifier (output of 104 to 108/114; figs. 1,3-4; transmit puf data step 1726; fig. 17) that includes the multiple measurements of the circuit parameter (para. 94 - receiver 1002 of FIG. 10 receives data, via wired or wireless communication, from the example PUF generator 104, the example database 108, and/or the example authentication host 114; para. 61 - identifying information from the authentication host 114). It would have been obvious to one having ordinary skill in the art before the effective filing date of the claimed invention to modify the teachings of Devadas by having wherein the circuit parameter includes a resistance parameter of the multiple integrated circuit elements; outputting the individualized identifier that includes the multiple measurements of the circuit parameter as taught by Kwong in order to provide circuit parameter associated with temperature change in an IC as evidenced by “differences between such physical and/or electrical characteristics are random across different bit cells and SRAM devices due to variations in materials, timing, and/or other process parameters during an integrated circuit fabrication process; security key based on an example SRAM PUF and store a security key in an example database." (paras. 8,28 of Kwong). Regarding claim 4, Devadas teaches in figure(s) 1-56 the method of claim 1, wherein the measuring the circuit parameter includes: measuring a temperature coefficient of resistance (TCR) of multiple nominally identical resistance-temperature-detectors (RTDs) of the integrated circuit chip of interest; measuring a TCR of a reference RTD of the integrated circuit chip of interest; and calculating a ratio including the measured TCR for the multiple identical RTDs and the TCR for the reference RTD as the circuit parameter to produce the individualized identifier for the integrated circuit chip of interest (para. 106 - temperature of circuits in chip 50 increases due to resistive heating. Compensated PUF 149 is designed so that the circuits are heated uniformly during operation to ensure the stability of the ratio of the outputs of PUF circuit 101 and reference circuit 148). Regarding claim 5, Devadas teaches in figure(s) 1-56 the method of claim 1, wherein the measuring the circuit parameter includes: determining digital values of a ratio including a voltage of the multiple integrated circuit elements and a voltage of a reference integrated circuit element (para. 16 - computing a ratio of a measurement of the selected characteristic to a measurement of the reference characteristic; para. 104 - measurable characteristics in measurable component 102 may vary due to variations in environmental conditions, such as varying ambient temperature and power supply voltages); and producing the individualized identifier for the integrated circuit chip of interest using the determined digital values (para. 3 - generating a unique identifier is to incorporate an array of transistors in the chip, measure the threshold voltages of the transistors in the array, and output the measurements as the identifier). Regarding claim 7, Devadas teaches in figure(s) 1-56 the method of claim 1, including: storing, in the identifier database, database entries including the identifiers of the multiple integrated circuits stored in association with manufacturing information of the multiple integrated circuits; and determining the manufacturing information of the specific integrated circuit according to the comparing of the individualized identifier for the integrated circuit chip of interest to the identifier database (para. 59 - Chip 50 is fabricated using a set of lithography masks that define the circuit patterns of chip 50. When the same lithography masks are used to produce a set of chips, due to slight variations in the manufacturing process, in general, no two chips are exactly alike. the functions performed by the functional module 52 remain the same for all chips made from the same set of lithography masks. PUF circuit 100, on the other hand, is designed to take advantage of the variations in the various parameters across different chips. The "function" of PUF circuit 100 is, in general, different for different chips fabricated using the same set of lithography masks. Different PUF circuits 100 fabricated using the same set of lithography masks in general map the same input to different outputs). Regarding claim 9, Devadas teaches in figure(s) 1-56 An integrated circuit chip comprising: multiple integrated circuit elements (elements of 50; figs. 1,9); an analog-to-digital converter (ADC) circuit (para. 373 - functional circuitry and the PUF can reside on different semiconductor chips in a multi-chip module. The input and output of the PUF circuit may be analog values rather than digitized values – implies ADC function; fig. 14); and logic circuitry (51) configured to: produce, using the ADC circuit, digital values representative of a circuit parameter of the multiple integrated circuit elements; and output an individualized identifier of the integrated circuit chip that includes the produced digital values (para. 303 - smartcard may be required to identify itself using a digital challenge-response protocol before the card reader challenges the smartcard with one of the limited number of CRPs that it has) produced for the multiple integrated circuit elements. Devadas does not teach explicitly wherein the measured circuit parameter includes a measured resistance parameter of the multiple integrated circuit elements; output an individualized identifier of the integrated circuit chip. However, Kwong teaches in figure(s) 1-21 wherein the measured circuit parameter includes a measured resistance parameter of the multiple integrated circuit elements (paras. 3-4 :- Physically Unclonable Function (PUF) is a function based on Integrated circuits have unique responses to challenges based on differences in the electrical and physical characteristics (e.g., variations in doping levels, resistances, capacitances, etc.) of the integrated circuits that result from the manufacturing processes of such circuits … measure the read access times of bit cells of SRAM to create a PUF. a processor determines a function based on a comparison of the first duration and the second duration, the function to establish an identification of a circuit that includes the memory array; 104 fig. 1); output an individualized identifier of the integrated circuit chip (output of 104 to 108/114; figs. 1,3-4; transmit puf data step 1726; fig. 17; para. 94 - receiver 1002 of FIG. 10 receives data, via wired or wireless communication, from the example PUF generator 104, the example database 108, and/or the example authentication host 114; para. 61 - identifying information from the authentication host 114). It would have been obvious to one having ordinary skill in the art before the effective filing date of the claimed invention to modify the teachings of Devadas by having wherein the measured circuit parameter includes a measured resistance parameter of the multiple integrated circuit elements; output the individualized identifier as taught by Kwong in order to provide circuit parameter associated with temperature change in an IC as evidenced by “differences between such physical and/or electrical characteristics are random across different bit cells and SRAM devices due to variations in materials, timing, and/or other process parameters during an integrated circuit fabrication process; security key based on an example SRAM PUF and store a security key in an example database." (paras. 8,28 of Kwong). Regarding claim 10, Devadas teaches in figure(s) 1-56 the integrated circuit chip of claim 9, including: a reference integrated circuit element; and wherein the logic circuitry is configured to produce digital values representative of a ratio including the circuit parameter of the multiple integrated circuit elements and a circuit parameter of the reference integrated circuit element (para. 16 - computing a ratio of a measurement of the selected characteristic to a measurement of the reference characteristic; para. 104 - measurable characteristics in measurable component 102 may vary due to variations in environmental conditions, such as varying ambient temperature and power supply voltages). Regarding claim 11, Devadas teaches in figure(s) 1-56 the integrated circuit chip of claim 10, wherein the multiple integrated circuit elements are multiple nominally identical integrated circuit resistors and the reference integrated circuit element is a reference integrated circuit resistor; and wherein the logic circuitry is configured to produce digital values representative of a ratio including a resistance of the multiple nominally identical integrated circuit resistors and a resistance of the reference integrated circuit resistor (para. 106 - temperature of circuits in chip 50 increases due to resistive heating. Compensated PUF 149 is designed so that the circuits are heated uniformly during operation to ensure the stability of the ratio of the outputs of PUF circuit 101 and reference circuit 148 – implies resistive ratio between under test and reference circuit). Regarding claim 13, Devadas teaches in figure(s) 1-56 the integrated circuit chip of claim 10, wherein the multiple integrated circuit elements are multiple nominally identical resistance-temperature-detectors (RTDs) and the reference integrated circuit element is a reference RTD; and wherein the logic circuitry is configured to produce digital values representative of a ratio including a temperature coefficient of resistance (TCR) of the multiple nominally identical RTDs and a TCR of the reference RTD (para. 106 - temperature of circuits in chip 50 increases due to resistive heating. Compensated PUF 149 is designed so that the circuits are heated uniformly during operation to ensure the stability of the ratio of the outputs of PUF circuit 101 and reference circuit 148 – implies rtd ratio between under test and reference circuit). Regarding claim 15, Devadas teaches in figure(s) 1-56 the integrated circuit chip of claim 9, wherein the multiple integrated circuit elements are arranged in a two-dimensional array of the integrated circuit elements on the integrated circuit chip; wherein the ADC circuit is one of multiple ratio-metric ADC circuits included in the integrated circuit chip; and wherein each ratio-metric ADC circuit produces the digital values for one column or row of the two-dimensional array of the integrated circuit elements (para. 59 - There will be slight variations in various parameters (e.g., length and width of conducting wires, concentration of doping regions, thickness of dielectric layers) within each chip as well as across different chips; para. 345 - When a set of integrated circuit chips having clocked circuits are fabricated using a set of lithography masks, each chip is unique in its delay characteristics due to variations in manufacturing across different dies, wafers, and processes – implies 2D array of the integrated circuit). Regarding claim 16, Devadas teaches in figure(s) 1-56 the integrated circuit of claim 9, wherein the integrated circuit chip excludes a memory circuit (chip 50 does not include memory in fig. 9). Regarding claim 17, Devadas teaches in figure(s) 1-56 An electronic device comprising: a memory (storage 220; fig. 32) configured to store an identifier database (para. 291 - a storage 220 for storing challenge-response pairs CRPs) including identifiers of multiple integrated circuit chips, wherein the identifiers include measurements of a circuit parameter (physical unique function PUF circuit 209) of multiple integrated circuit elements of each of the multiple integrated circuit chips (208; para. 291 - smartcard 206 includes an integrated circuit chip 208 that has a PUF circuit 209); a port (port 212) to receive an individualized identifier (physical unique function PUF circuit 209) for an integrated circuit chip of interest, wherein the individualized identifier includes measurements of a circuit parameter of multiple integrated circuit elements of the integrated circuit chip of interest (step 372 in fig. 33; para. 293 - a set of CRPs for that smartcard using process 602 (FIG. 27). The CRPs is stored in a secured database); and a processor (218) operatively coupled to the memory and the port, wherein the processor is configured to: compare the individualized identifier to identifiers of the identifier database; identify the integrated circuit chip of interest as a specific integrated circuit of the identifier database using the comparison (para. 291 - Processor 218 processes the message to generate the response, compares the response received from the smartcard with the response stored in storage 220 associated with the challenge. When the responses match, smartcard 206 is authenticated.); and present manufacturing information of the integrated circuit chip of interest according to the comparison of the individualized identifier to the identifier database (para. 342 - fuse bits are set while the chip is in testing by the manufacturer. An initialization circuit 718 receives the key K from the manufacturer through line 720, and receives the response from PUF circuit 100 through line 722. Initialization circuit 718 calculates the fuse bits that is needed to generate the correct key K, and bums the fuses 708 accordingly). Devadas does not teach explicitly wherein the circuit parameter includes a resistance parameter of the multiple integrated circuit elements; the individualized identifier output by the integrated circuit chip. However, Kwong teaches in figure(s) 1-21 wherein the circuit parameter includes a resistance parameter of the multiple integrated circuit elements (paras. 3-4 :- Physically Unclonable Function (PUF) is a function based on Integrated circuits have unique responses to challenges based on differences in the electrical and physical characteristics (e.g., variations in doping levels, resistances, capacitances, etc.) of the integrated circuits that result from the manufacturing processes of such circuits … measure the read access times of bit cells of SRAM to create a PUF. a processor determines a function based on a comparison of the first duration and the second duration, the function to establish an identification of a circuit that includes the memory array; 104 fig. 1); the individualized identifier output by the integrated circuit chip (output of 104 to 108/114; figs. 1,3-4; transmit puf data step 1726; fig. 17; para. 94 - receiver 1002 of FIG. 10 receives data, via wired or wireless communication, from the example PUF generator 104, the example database 108, and/or the example authentication host 114; para. 61 - identifying information from the authentication host 114). It would have been obvious to one having ordinary skill in the art before the effective filing date of the claimed invention to modify the teachings of Devadas by having wherein the circuit parameter includes a resistance parameter of the multiple integrated circuit elements; the individualized identifier output by the integrated circuit chip as taught by Kwong in order to provide circuit parameter associated with temperature change in an IC as evidenced by “differences between such physical and/or electrical characteristics are random across different bit cells and SRAM devices due to variations in materials, timing, and/or other process parameters during an integrated circuit fabrication process; security key based on an example SRAM PUF and store a security key in an example database." (paras. 8,28 of Kwong). Regarding claim 18, Devadas teaches in figure(s) 1-56 the electronic device of claim 17, wherein the identifier database includes measured resistance ratios of the multiple integrated circuit chips, wherein the resistance ratios are ratios that include resistance of multiple integrated circuit resistors of an integrated circuit chip and resistance of a reference integrated circuit resistor of the integrated circuit chip; and wherein the processor is configured to compare, as the individualized identifier, measured resistance ratios of the of the integrated circuit of interest to the measured resistance ratios of the identifier database to identify the specific integrated circuit chip of the identifier database (para. 106 - temperature of circuits in chip 50 increases due to resistive heating. Compensated PUF 149 is designed so that the circuits are heated uniformly during operation to ensure the stability of the ratio of the outputs of PUF circuit 101 and reference circuit 148). Regarding claim 20, Devadas teaches in figure(s) 1-56 the electronic device of claim 17, wherein the identifier database includes measured temperature coefficient of resistance (TCR) ratios of the multiple integrated circuit chips, wherein the TCR ratios are ratios that include the TCR of multiple resistance-temperature-detectors (RTDs) of an integrated circuit chip and a TCR of a reference RTD of the integrated circuit chip; and wherein the processor is configured to compare, as the individualized identifier, measured TCR ratios of the of the integrated circuit of interest to the measured TCR ratios of the identifier database to identify the specific integrated circuit chip of the identifier database (para. 106 - temperature of circuits in chip 50 increases due to resistive heating. Compensated PUF 149 is designed so that the circuits are heated uniformly during operation to ensure the stability of the ratio of the outputs of PUF circuit 101 and reference circuit 148 – implies rtd ratio between under test and reference circuit). Claim(s) 2 and 8 are rejected under 35 U.S.C. 103 as being unpatentable over Devadas in view of Kwong, and further in view of Burns et al. (US 7843205). Regarding claim 2, Devadas in view of Kwong teaches the method of claim 1, Devadas as modified by Kwong and Burns additionally teaches wherein the measuring the circuit parameter includes: measuring resistance of multiple nominally identical integrated circuit resistors (149; fig. 9 of Devadas; 218,220 of figs. 2 of Burns) of the integrated circuit chip (50/209) of interest; measuring resistance of a reference integrated circuit resistor of the integrated circuit chip of interest; and calculating a ratio including the measured resistance of the multiple identical integrated circuit resistors and the measured resistance of the reference integrated circuit resistor (col. 15 lines 50-60 of Burns :- where: R' is R.sub.actual/R.sub.ideal, or a corresponding ratio of sheet-rhos) and including multiple measurements of the ratio in the individualized identifier for the integrated circuit chip of interest (para. 106 of Devadas - temperature of circuits in chip 50 increases due to resistive heating. Compensated PUF 149 is designed so that the circuits are heated uniformly during operation to ensure the stability of the ratio of the outputs of PUF circuit 101 and reference circuit 148). It would have been obvious to one having ordinary skill in the art before the effective filing date of the claimed invention to modify the teachings of Devadas by having calculating a ratio including the measured resistance of the multiple identical integrated circuit resistors and the measured resistance of the reference integrated circuit resistor and including multiple measurements of the ratio in the individualized identifier for the integrated circuit chip of interest as taught by Burns in order to provide circuit parameter associated with temperature change in an IC as evidenced by “A system or apparatus for monitoring an Integrated Circuit (IC) chip includes: a sense circuit at least partially constructed on the IC chip and configured to produce one or more sense signals each indicative of a corresponding process-dependent circuit parameter of the IC chip determining various important circuit parameters, environmental parameters of the IC chip (such as temperature), and/or operational conditions (such as power supply voltage) of the IC chip. The circuit parameters include process-dependent circuit parameters sense elements include on-chip resistors of different values and types" (abstract, col. 1 lines 45-60 of Burns). Regarding claim 8, Devadas in view of Kwong teaches the method of claim 1, Devadas as modified by Kwong and Burns additionally teaches wherein the measuring the circuit parameter includes measuring the circuit parameter of multiple identical integrated circuit elements fabricated in a two-dimensional array on the integrated circuit chip of interest (para. 59 - There will be slight variations in various parameters (e.g., length and width of conducting wires, concentration of doping regions, thickness of dielectric layers) within each chip as well as across different chips; para. 345 - When a set of integrated circuit chips having clocked circuits are fabricated using a set of lithography masks, each chip is unique in its delay characteristics due to variations in manufacturing across different dies, wafers, and processes – implies 2D array of the integrated circuit) and wherein the digital values are produced for each column or row of the two-dimensional array of integrated circuit elements (col. 11 lines 30-35 :- Sense element 506 may be any one of sense circuits 210-222, 250 and 270. Digitizer 112 digitizes sense signal 508 into digitized code 164) using a ratio metric analog-to-digital converter (ADC) circuit (ADC 112 in fig. 5 of Burns). It would have been obvious to one having ordinary skill in the art before the effective filing date of the claimed invention to modify the teachings of Devadas by having using a ratio metric analog-to-digital converter (ADC) circuit as taught by Burns in order to provide circuit parameter associated with temperature change in an IC as evidenced by “A system or apparatus for monitoring an Integrated Circuit (IC) chip includes: a sense circuit at least partially constructed on the IC chip and configured to produce one or more sense signals each indicative of a corresponding process-dependent circuit parameter of the IC chip determining various important circuit parameters, environmental parameters of the IC chip (such as temperature), and/or operational conditions (such as power supply voltage) of the IC chip. The circuit parameters include process-dependent circuit parameters sense elements include on-chip resistors of different values and types" (abstract, col. 1 lines 45-60 of Burns). Claim 6 is rejected under 35 U.S.C. 103 as being unpatentable over Devadas in view of Kwong, and further in view of Fiori et al. (US 9995778). Regarding claim 6, Devadas in view of Kwong teaches the method of claim 5, Devadas does not teach explicitly wherein the determining the digital values of the ratio includes determining the digital values of the ratio using a ratio-metric analog-to-digital converter (ADC) circuit. However, Fiori teaches in figure(s) 1-10 wherein the determining the digital values of the ratio includes determining the digital values of the ratio using a ratio-metric analog-to-digital converter (ADC) circuit (col. 17 lines 20-30 - measurement of that amplified potential is then carried out most cost effectively with a ratio-metric analog to digital converter which would be incorporated in a modern micro-controller integrated circuit that may be used to implement Logic; fig. 4). It would have been obvious to one having ordinary skill in the art before the effective filing date of the claimed invention to modify the teachings of Devadas by having wherein the determining the digital values of the ratio includes determining the digital values of the ratio using a ratio-metric analog-to-digital converter (ADC) circuit as taught by Fiori in order to provide "develop their readings in relation to the ratio of the applied voltage and possibly the same power supply rail potential or at least a fixed proportion of that power supply rail potential. The result is a reading of the temperature which is insensitive to the power supply rail potential, and without requiring a precision voltage source to develop accurate temperature measurements" (abstract). Allowable Subject Matter Claim(s) 3, 12, 14 and 19 are objected to as being dependent upon a rejected base claim, but would be allowable if rewritten in independent form including all of the limitations of the base claim and any intervening claims. The following is a statement of reasons for the indication of allowable subject matter: Regarding claim(s) 3, 12, 19 the prior arts of record do not fairly teach or suggest “measured capacitance ratios of the of the integrated circuit of interest to the measured capacitance ratios of the identifier database to identify the specific integrated circuit chip of the identifier database” including all of the limitations of the base claim and any intervening claims. Regarding claim 14, the prior arts of record do not fairly teach or suggest “produce digital values representative of a ratio including the voltage of a reference integrated circuit element and the voltage of an integrated circuit element of the multiple integrated circuit elements.” including all of the limitations of the base claim and any intervening claims. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to AKM ZAKARIA whose telephone number is (571)270-0664. The examiner can normally be reached on 8-5 PM (PST). If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Judy Nguyen can be reached on (571) 272-2258. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative or access to the automated information system, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /AKM ZAKARIA/Primary Examiner, Art Unit 2858
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Prosecution Timeline

May 31, 2024
Application Filed
Jan 02, 2026
Non-Final Rejection mailed — §103
Mar 30, 2026
Response Filed
Apr 21, 2026
Final Rejection mailed — §103
Jun 17, 2026
Response after Non-Final Action
Jul 20, 2026
Request for Continued Examination
Jul 22, 2026
Response after Non-Final Action
Oct 01, 2026
Non-Final Rejection mailed — §103 (current)

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