Prosecution Insights
Last updated: April 19, 2026
Application No. 19/029,090

ELECTRONIC DEVICE PROVIDING PERSONALIZED CONTENTS, OPERATION METHOD THEREOF AND RECORDING MEDIUM HAVING OPERATION METHOD RECORDED THEREON

Non-Final OA §102
Filed
Jan 17, 2025
Examiner
WU, YICUN
Art Unit
2153
Tech Center
2100 — Computer Architecture & Software
Assignee
Samsung Electronics Co., Ltd.
OA Round
1 (Non-Final)
81%
Grant Probability
Favorable
1-2
OA Rounds
3y 3m
To Grant
99%
With Interview

Examiner Intelligence

Grants 81% — above average
81%
Career Allow Rate
486 granted / 598 resolved
+26.3% vs TC avg
Strong +17% interview lift
Without
With
+17.3%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
16 currently pending
Career history
614
Total Applications
across all art units

Statute-Specific Performance

§101
11.5%
-28.5% vs TC avg
§103
47.5%
+7.5% vs TC avg
§102
26.3%
-13.7% vs TC avg
§112
3.7%
-36.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 598 resolved cases

Office Action

§102
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 . IDS The information disclosure statement (IDS) submitted on 3/27/2025, 1/17/2025 are in compliance with the provisions of 37 CFR 1.97. Accordingly, the information disclosure statement is being considered by the examiner. However, Examiner can only read English. Examiner cannot read Korean. 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. Claims 1-20 are rejected under 35 U.S.C. 102(a)(1) as being anticipated by U.S. Patent No. 20230042654 to Zhang. As to claim 1, Zhang discloses an electronic device comprising: at least one processor comprising processing circuitry; and a memory storing instructions, wherein at least one processor, individually and/or collectively, is configured to execute the instructions and to cause the electronic device to: identify a first object corresponding to a primary object (target object [0007] fig. 1) and a second object corresponding to an additional object (source audio. [0007] fig. 1) among a plurality of objects included in a first content (fig. 1); obtain personalized information related to a user from a second content ([0112][0034]); obtain at least one input prompt based on the first object, the second object, and the personalized information (input [0032] [0047]); and provide, through a user interface, a third content output from a first AI model by providing the at least one input prompt to the first AI model, wherein the third content comprises the first object and a third object in which at least a part of the second object has been changed (rendering fig. 1. )( rendered to generate a synthetic image [0068]). As to claim 2, Zhang discloses an electronic device of claim 1, wherein at least one processor, individually and/or collectively, is configured to cause the electronic device to identify the second object as the additional object which is changeable using the personalized information, based on identification information received in association with the first content.( ( rendered to generate a synthetic image [0068] fig. 1). As to claim 3, Zhang discloses an electronic device of claim 1, wherein the second content comprises an image captured in a place associated with the user, and wherein at least one processor, individually and/or collectively, is configured to cause the electronic device to identify information related to an object included in the image as a part of the personalized information. (recognition [0043])(extract [0154]). As to claim 4, Zhang discloses an electronic device of claim 1, wherein at least one processor, individually and/or collectively, is configured to cause the electronic device to display the first object updated based on the personalized information on the user interface through the third content. ( [0068] fig. 1). As to claim 5, Zhang discloses an electronic device of claim 1, wherein at least one processor, individually and/or collectively, is configured to cause the electronic device to identify the first object and the second object classified by a second AI model from the first content, by providing the first content to the second AI model. (fig. 1, item 123). As to claim 6, Zhang discloses an electronic device of claim 1, wherein the at least one input prompt comprises a plurality of input prompts comprising a first input prompt and a second input prompt, and wherein the first input prompt comprises a feature related to the first object and the second input prompt comprises a feature related to the second object and at least a part of the personalized information. (input [0032] [0047]). As to claim 7, Zhang discloses an electronic device of claim 1, wherein at least one processor, individually and/or collectively, is configured to cause the electronic device to obtain the personalized information output from a third AI model by providing the second content to the third AI model. (fig. 7). As to claim 8, Zhang discloses an electronic device of claim 1, wherein at least one processor, individually and/or collectively, is configured to cause the electronic device to acquire the personalized information by identifying a content being provided through the electronic device as the second content. (fig. 1 and 7). As to claim 9, Zhang discloses an electronic device of claim 1, wherein at least one processor, individually and/or collectively, is configured to cause the electronic device to obtain the personalized information by identifying a content to be provided through the electronic device after the third content is provided as the second content. (fig. 1 and 7) As to claims 10-20, the limitations of these claims have been noted in the rejection above. They are therefore rejected as set forth above. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to Yicun Wu whose telephone number is 571-272-4087. The examiner can normally be reached on 8:00 am to 4:30 pm, Monday -Friday. If attempts to reach the examiner by telephone are unsuccessful, the examiner's supervisor, Kavita Stanley, can be reached on (571) 571-272-8352. The fax phone numbers for the organization where this application or proceeding is assigned are 571-273-8300. Any inquiry of a general nature or relating to the status of this application or proceeding should be directed to the receptionist whose telephone number is 571-272-2100. 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: "http://portal.uspto.gov/external/portal/pair" Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) 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. Yicun Wu Patent Examiner Technology Center 2100 /YICUN WU/ Primary Examiner, Art Unit 2153
Read full office action

Prosecution Timeline

Jan 17, 2025
Application Filed
Dec 23, 2025
Non-Final Rejection — §102
Mar 31, 2026
Applicant Interview (Telephonic)
Mar 31, 2026
Examiner Interview Summary

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12602351
Methods and Systems for Archiving File System Data Stored by a Networked Storage System
2y 5m to grant Granted Apr 14, 2026
Patent 12547643
UNIFIED CONTEXT-AWARE CONTENT ARCHIVE SYSTEM
2y 5m to grant Granted Feb 10, 2026
Patent 12541693
GENERATING AND UPGRADING KNOWLEDGE GRAPH DATA STRUCTURES
2y 5m to grant Granted Feb 03, 2026
Patent 12536239
METHODS AND SYSTEMS FOR REFRESHING CURRENT PAGE INFORMATION
2y 5m to grant Granted Jan 27, 2026
Patent 12511491
SYSTEM AND METHOD FOR MANAGING AND OPTIMIZING LOOKUP SOURCE TEMPLATES IN A NATURAL LANGUAGE UNDERSTANDING (NLU) FRAMEWORK
2y 5m to grant Granted Dec 30, 2025
Study what changed to get past this examiner. Based on 5 most recent grants.

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.
Powered by AI — typically takes 5-10 seconds

Prosecution Projections

1-2
Expected OA Rounds
81%
Grant Probability
99%
With Interview (+17.3%)
3y 3m
Median Time to Grant
Low
PTA Risk
Based on 598 resolved cases by this examiner. Grant probability derived from career allow 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