Prosecution Insights
Last updated: October 02, 2026
Application No. 18/604,379

AUTO-TUNING PERMISSIONS USING A LEARNING MODE

Non-Final OA §DP
Filed
Mar 13, 2024
Priority
Jun 26, 2019 — continuation of 11/968,241
Examiner
HAILU, TESHOME
Art Unit
2434
Tech Center
2400 — Computer Networks
Assignee
Amazon Technologies Inc.
OA Round
5 (Non-Final)
78%
Grant Probability
Favorable
5-6
OA Rounds
8m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 78% — above average
78%
Career Allowance Rate
559 granted / 715 resolved
+20.2% vs TC avg
Strong +24% interview lift
Without
With
+23.5%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
20 currently pending
Career history
733
Total Applications
across all art units

Statute-Specific Performance

§101
14.4%
-25.6% vs TC avg
§103
56.3%
+16.3% vs TC avg
§102
15.1%
-24.9% vs TC avg
§112
7.6%
-32.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 715 resolved cases

Office Action

§DP
DETAILED ACTION This office action is in reply to applicant communication filed on July 31, 2026. 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and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114.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 July 31, 2026. Claims 1-20 have been cancelled. Claims 21-40 have been amended. Claims 21-40 are pending. Response to Argument Applicant’s arguments filed on September 16, 2025 with respect to the 35 U.S.C. 103 rejections have been fully considered and withdrawn in light of applicant amendment and argument. Applicant’s arguments filed on September 16, 2025 with respect to the double patenting rejection have been fully considered and maintained until the filing of proper terminal disclaimer. Double Patenting The nonstatutory double patenting rejection is based on a judicially created doctrine grounded in public policy (a policy reflected in the statute) so as to prevent the unjustified or improper timewise extension of the “right to exclude” granted by a patent and to prevent possible harassment by multiple assignees. A nonstatutory double patenting rejection is appropriate where the claims at issue are not identical, but at least one examined application claim is not patentably distinct from the reference claim(s) because the examined application claim is either anticipated by, or would have been obvious over, the reference claim(s). See, e.g., In re Berg, 140 F.3d 1428, 46 USPQ2d 1226 (Fed. Cir. 1998); In re Goodman, 11 F.3d 1046, 29 USPQ2d 2010 (Fed. Cir. 1993); In re Longi, 759 F.2d 887, 225 USPQ 645 (Fed. Cir. 1985); In re Van Ornum, 686 F.2d 937, 214 USPQ 761 (CCPA 1982); In re Vogel, 422 F.2d 438, 164 USPQ 619 (CCPA 1970); and In re Thorington, 418 F.2d 528, 163 USPQ 644 (CCPA 1969). A timely filed terminal disclaimer in compliance with 37 CFR 1.321(c) or 1.321(d) may be used to overcome an actual or provisional rejection based on a nonstatutory double patenting ground provided the reference application or patent either is shown to be commonly owned with this application, or claims an invention made as a result of activities undertaken within the scope of a joint research agreement. A terminal disclaimer must be signed in compliance with 37 CFR 1.321(b). The USPTO internet Web site contains terminal disclaimer forms which may be used. Please visit http://www.uspto.gov/forms/. The filing date of the application will determine what form should be used. A web-based eTerminal Disclaimer may be filled out completely online using web-screens. An eTerminal Disclaimer that meets all requirements is auto-processed and approved immediately upon submission. For more information about eTerminal Disclaimers, refer to http://www.uspto.gov/patents/process/file/efs/guidance/eTD-info-I.jsp. Claims 21-40 are rejected on the ground of non-statutory double patenting as being unpatentable over claims 1-20 of U.S. Patent No. 11,968,241. Although the claims at issue are not identical, they are not patentably distinct from each other because the instant application and ‘241 is directed to a method of implementing an access control management system. Conclusion The prior art made or record and not relied upon is considered pertinent to applicant’s disclosure is Tovar (US Pub. No. 2011/0231890). Tovar discloses: Various embodiments of the present invention include methods and systems for managing Internet access. An exemplary method for managing Internet access includes three steps. First a request is received to access the Internet. Second, a determination is made whether the request is being made during a restricted time period. Third, Internet access is selectively managed Internet access for an end user via a computing device, by blocking Internet access if the determination is that the request was made during a restricted time period or granting Internet access if the determination is that the request was made outside the restricted time period. Any inquiry concerning this communication or earlier communications from the examiner should be directed to TESHOME HAILU whose telephone number is (571)270-3159. The examiner can normally be reached M-F 8 a.m. - 5 p.m.. 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, Ali Shayanfar can be reached at (571) 270-1050. 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. /TESHOME HAILU/Primary Examiner, Art Unit 2434
Read full office action

Prosecution Timeline

Show 5 earlier events
Sep 19, 2025
Response after Non-Final Action
Sep 24, 2025
Non-Final Rejection mailed — §DP
Dec 24, 2025
Response Filed
May 05, 2026
Final Rejection mailed — §DP
Jul 06, 2026
Response after Non-Final Action
Jul 31, 2026
Request for Continued Examination
Aug 09, 2026
Response after Non-Final Action
Aug 26, 2026
Non-Final Rejection mailed — §DP (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12750390
ASSET CRAWLING WITH INTERNET ARCHIVES FOR ENHANCED WEB APPLICATION SCANNING
2y 6m to grant Granted Sep 29, 2026
Patent 12749114
TOKENIZED STRUCTURED EXCHANGE TRACKING
1y 7m to grant Granted Sep 29, 2026
Patent 12738113
COMMUNICATION PROTOCOL FOR NON-INTERNET-ENABLED DEVICES
2y 3m to grant Granted Sep 15, 2026
Patent 12732356
METHODS, APPARATUSES, AND COMPUTER PROGRAM PRODUCTS FOR GENERATION AND USE OF MOBILE LEGAL IDENTIFICATION DATA OBJECTS
1y 8m to grant Granted Sep 08, 2026
Patent 12724930
GENERATION OF A CRYPTOGRAPHIC KEY FROM AN SRAM MEMORY
1y 10m to grant Granted Sep 01, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

5-6
Expected OA Rounds
78%
Grant Probability
99%
With Interview (+23.5%)
3y 3m (~8m remaining)
Median Time to Grant
High
PTA Risk
Based on 715 resolved cases by this examiner. Grant probability derived from career allowance rate.

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