Prosecution Insights
Last updated: May 29, 2026
Application No. 18/177,422

UNIVERSAL RANDOMIZED BENCHMARKING

Non-Final OA §101
Filed
Mar 02, 2023
Priority
Mar 23, 2022 — provisional 63/269,799
Examiner
MRABI, HASSAN
Art Unit
2147
Tech Center
2100 — Computer Architecture & Software
Assignee
Alibaba (China) Co., Ltd.
OA Round
1 (Non-Final)
78%
Grant Probability
Favorable
1-2
OA Rounds
0m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 78% — above average
78%
Career Allowance Rate
286 granted / 366 resolved
+23.1% vs TC avg
Strong +34% interview lift
Without
With
+33.6%
Interview Lift
resolved cases with interview
Typical timeline
2y 9m
Avg Prosecution
13 currently pending
Career history
385
Total Applications
across all art units

Statute-Specific Performance

§101
4.9%
-35.1% vs TC avg
§103
86.7%
+46.7% vs TC avg
§102
5.2%
-34.8% vs TC avg
§112
0.4%
-39.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 366 resolved cases

Office Action

§101
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 This Office Action is sent in response to Application’s Communication received on 03/02/2023 for application number 18/303958. The Office hereby acknowledges receipt of the following and placed of record in file: Specification, Drawing, Abstract, Oath/Declaration, and Claims. Claims (1-10) and (11-20) are presented for examination. Allowable Subject Matter Claims (1-10) and (11-20) are directed to allowable subject matter if 101 rejection is addressed. Claim Rejections - 35 USC§ 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefore, subject to the conditions and requirements of this title. Claims (1-10) and (11-20) are rejected under 35 U.S.C. 101 because the claimed invention is directed to a judicial exception (i.e., a law of nature, a natural phenomenon, or an abstract idea) without significantly more. Step 1: Claims (1-10) and (11-20) are drawn to a method each of which is within the four statutory categories (e.g., a process, a machine). Step 2A - Prong One: In prong one of step 2A, the claims are analyzed to evaluate whether they recite a judicial exception. Claim 1. obtain a gate set; select a measurement map, an implementation map, and a probability distribution based on the gate set; estimate a first success probability for a sequence length m, estimation including: choose m random elements of the gate set according to the probability distribution, sequentially apply, to an initial state on the quantum system and according to the implementation map, the implementation of each chosen random element, and obtain a binary result by perform a measurement according to the measurement map on the final state; and provide a quality factor based on estimated success probabilities for differing sequence lengths, the estimated success probabilities including the first success probability. The limitations recite “estimate a first success probability for a sequence length m, estimation including” which can be defined as mathematical concept which includes mathematical relationships, mathematical formulas or equations, or mathematical calculations. For example, the claimed “estimate” and “probability” under its broadest reasonable interpretation when read in light of the specification encompasses executing steps that include mathematical formula as described in paragraph [0024]. Thus, the limitation is mathematical concept. The limitations recite “choose m random elements of the gate set according to the probability distribution, sequentially apply, to an initial state on the quantum system and according to the implementation map, the implementation of each chosen random element” which can be defined as mathematical concept which includes mathematical relationships, mathematical formulas or equations, or mathematical calculations. For example, the claimed “estimate” and “probability” under its broadest reasonable interpretation when read in light of the specification encompasses executing steps that include mathematical formula as described in paragraph [0024]. Thus, the limitation is mathematical concept Step 2A Prong 2: Claim 1 recites additional elements such as “select a measurement map…”, “provide a quality factor based on estimated success…” and “benchmarking a quantum system…” which are recited at a high level, the elements are merely reciting the words that pertain to a generic computer (or an equivalent) with the judicial exception, or merely including instructions to implement an abstract idea on a computer, or merely using a computer as a tool to perform an abstract idea, as discussed in MPEP § 2106.05(f). The additional element(s) amount to merely the words “apply it” (or an equivalent) or are mere instructions to implement an abstract idea or other exception on a computer. The limitation does not integrate the judicial exception into a practical application. Dependent claims (2-10) and (12-20) fail to include any additional elements. In other words, each of the limitations/elements recited in respective dependent claims (2-10) and (12-20) are further part of the abstract idea as identified by the Examiner for each respective dependent claim (i.e. they are part of the abstract idea recited in each respective claim). The Examiner has therefore determined that the elements, or combination of additional elements, do not integrate the abstract idea into a practical application. Accordingly, the claims are directed to an abstract idea. Step 2B: The claim does not provide an inventive concept (significantly more than the abstract idea). The claim is ineligible. The steps of “select a measurement map…”, “provide a quality factor based on estimated success…” and “benchmarking a quantum system…” steps are considered insignificant extra solution activity. The limitations are mere data gathering and output using quantum system that is recited at a high level of generality and amount to processing input data using devices that are recited at high level of generality using a generic computer. Even when considered in combination, the additional elements represent mere instructions to apply an exception and insignificant extra-solution activity, which cannot provide an inventive concept. Dependent claims (2-10) and (12-20) fail to include any additional elements. In other words, each of the limitations/elements recited in respective dependent claims (2-10) and (12-20) are further part of the abstract idea as identified by the Examiner for each respective dependent claim (i.e. they are part of the abstract idea recited in each respective claim). The Examiner has therefore determined that the elements, or combination of additional elements, do not integrate the abstract idea into a practical application. Accordingly, the claims are directed to an abstract idea. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. Any inquiry concerning this communication or earlier communications from the examiner should be directed to HASSAN MRABI whose telephone number is (571)272-8875. The examiner can normally be reached on Monday-Friday, 7:30am-5pm. Alt, Friday, EST. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Viker Lamardo can be reached on 571-270-5871. 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. /HASSAN MRABI/Examiner, Art Unit 2144
Read full office action

Prosecution Timeline

Mar 02, 2023
Application Filed
Feb 02, 2026
Non-Final Rejection mailed — §101 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
78%
Grant Probability
99%
With Interview (+33.6%)
2y 9m (~0m remaining)
Median Time to Grant
Low
PTA Risk
Based on 366 resolved cases by this examiner. Grant probability derived from career allowance rate.

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