Prosecution Insights
Last updated: October 04, 2026
Application No. 18/717,573

METHOD FOR THE OPTIMIZATION OF A PORTFOLIO

Non-Final OA §101§112
Filed
Jun 07, 2024
Priority
Dec 09, 2021 — EU 21213435.7 +1 more
Examiner
POLLOCK, GREGORY A
Art Unit
3691
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Kipu Quantum GmbH
OA Round
3 (Non-Final)
11%
Grant Probability
At Risk
3-4
OA Rounds
2y 9m
Est. Remaining
24%
With Interview

Examiner Intelligence

Grants only 11% of cases
11%
Career Allowance Rate
72 granted / 651 resolved
-40.9% vs TC avg
Moderate +12% lift
Without
With
+12.5%
Interview Lift
resolved cases with interview
Typical timeline
5y 1m
Avg Prosecution
24 currently pending
Career history
690
Total Applications
across all art units

Statute-Specific Performance

§101
37.2%
-2.8% vs TC avg
§103
31.6%
-8.4% vs TC avg
§102
4.3%
-35.7% vs TC avg
§112
21.6%
-18.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 651 resolved cases

Office Action

§101 §112
DETAILED ACTION The present application is being examined under the pre-AIA first to invent provisions. This action is responsive to claims filed 08/27/2026 and Applicant’s communication regarding application 18/717573 filed 08/27/2026. Claims 17-20, 22-27, 29, and 31-36 have been examined with this office action. 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and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114.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 has been entered. Claim Rejections - 35 USC § 112 The following is a quotation of the first paragraph of 35 U.S.C. 112(a): (a) IN GENERAL.—The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor or joint inventor of carrying out the invention. The following is a quotation of the first paragraph of pre-AIA 35 U.S.C. 112: The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor of carrying out his invention. Claims 17, 32, and 35 and any claims which depend therefrom are rejected under 35 U.S.C. 112(a) or 35 U.S.C. 112 (pre-AIA ), first paragraph, as failing to comply with the written description requirement. Applicant introduces new matter to claims 17, 32, and 35. Applicant amended claims 17, 32, and 35 recite the limit (or an equivalent) "providing a parameterized circuit design with a minimum depth, wherein the parameterized circuit design with a minimum depth is obtained by combining counterdiabatic driving terms and Hamiltonian terms, wherein the counterdiabatic driving terms are determined by a nested commutator approach and wherein the combination is optimized to minimize the number of sequentially stacked gates required to represent the Hamiltonian”. The specification ([0019] [0041] [0048] [0092] [0118]) does not provide 112(a) support for how a parameterized circuit is designed with a minimum depth beyond applying a noisy intermediate-scale quantum (NISQ) device ([0118] “Since the NISQ devices can only implement circuits of limited depth…”). Nothing in the Specification provides support for “the parameterized circuit design with a minimum depth is obtained by combining counterdiabatic driving terms and Hamiltonian terms, wherein the counterdiabatic driving terms are determined by a nested commutator approach and wherein the combination is optimized to minimize the number of sequentially stacked gates required to represent the Hamiltonian”. As such, the amended claims as cited adds new matter as claimed and is rejected along with any claims which depend therefrom fail to comply with the written description requirement. Prior Art The claims overcomes the prior art of record such that none of the cited prior art reference’s disclosures can be applied to form the basis of a 35 USC § 102 rejection nor can they be combined to fairly suggest in combination, the basis of a 35 USC § 103 rejection when the limitations are read in the particular environment of the claims. Initially, the “optimization” within the claims is interpreted as “portfolio optimization” since examples described in the specification are narrowly described only for portfolios (Specification [Title] [Abstract] [0001] [0003] example starting in [0024] [0103]] example starting in [0109] [0135-0140]). The examiner has cited multiple prior art references which mention that an Ising-Hamiltonian model can be applied to the optimization of portfolio (see prior art made of record and not relied upon is considered pertinent to applicant's disclosure in the Conclusion section within this office action). However, none of the prior art references can be shown to teach “providing a parameterized circuit design with a minimum depth”. Here the examiner notes that, on its face, the claim limitation “providing a parameterized circuit design with a minimum depth” could be patent eligible subject matter. However, the specification ([0019] [0041] [0048] [0092] [0118]) does not provide 112(a) support for how a parameterized circuit is designed with a minimum depth beyond applying a noisy intermediate-scale quantum (NISQ) device ([0118] “Since the NISQ devices can only implement circuits of limited depth…”). Therefore, even though prior cannot be applied to the claims, the claims at present are not patent eligible subject matter since the technology is merely applied to the abstract idea (portfolio optimization) of the claimed invention. Therefore, the claims may be allowable if amended to overcome the rejection(s) under 35 U.S.C. 101, set forth in this Office action. Response to Arguments Applicant's arguments with respect to claims have been considered but are moot in view of the new ground(s) of rejection necessitated by applicant’s amendment to claims. The rejection above serves as the examiner’s response to the applicant’s arguments. Conclusion For prior art made of record and not relied upon is considered pertinent to applicant's disclosure see Notice of References Cited items A-D submitted 05/27/2026 used as prior art and in the conclusion section in the office action submitted 05/27/2026. Any inquiry concerning this communication or earlier communications from the examiner should be directed to Gregory A Pollock whose telephone number is (571) 270-1465. The examiner can normally be reached M-F 8 AM - 4 PM. 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, Abhishek Vyas can be reached on 571 270-1836. 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. /Gregory A Pollock/Primary Examiner, Art Unit 3691 09/05/2026
Read full office action

Prosecution Timeline

Jun 07, 2024
Application Filed
Nov 03, 2025
Non-Final Rejection mailed — §101, §112
May 01, 2026
Response Filed
May 27, 2026
Final Rejection mailed — §101, §112
Aug 27, 2026
Request for Continued Examination
Aug 29, 2026
Response after Non-Final Action
Sep 10, 2026
Non-Final Rejection mailed — §101, §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12725136
DISTRIBUTED TRANSACTION SYSTEM
8y 5m to grant Granted Sep 01, 2026
Patent 12694404
Using Machine Learning to Mitigate Electronic Attacks
6y 2m to grant Granted Jul 28, 2026
Patent 12094003
Apparatus, method and system for providing an electronic marketplace for trading credit default swaps and other financial instruments, including a trade management service system
1y 1m to grant Granted Sep 17, 2024
Patent 12045786
SYSTEMS AND METHODS FOR GLOBAL TRANSFERS
3y 9m to grant Granted Jul 23, 2024
Patent 12033216
SYSTEM AND METHOD FOR A MACHINE LEARNING SERVICE
1y 1m to grant Granted Jul 09, 2024
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.
Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

3-4
Expected OA Rounds
11%
Grant Probability
24%
With Interview (+12.5%)
5y 1m (~2y 9m remaining)
Median Time to Grant
High
PTA Risk
Based on 651 resolved cases by this examiner. Grant probability derived from career allowance rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month