Prosecution Insights
Last updated: April 17, 2026
Application No. 18/638,965

SYSTEM AND METHOD FOR ENFORCING FACTUALITY ON DIGITAL COMMUNICATION PLATFORM

Final Rejection §112
Filed
Apr 18, 2024
Examiner
HOANG, KEN
Art Unit
2168
Tech Center
2100 — Computer Architecture & Software
Assignee
unknown
OA Round
2 (Final)
72%
Grant Probability
Favorable
3-4
OA Rounds
3y 5m
To Grant
99%
With Interview

Examiner Intelligence

Grants 72% — above average
72%
Career Allow Rate
277 granted / 383 resolved
+17.3% vs TC avg
Strong +32% interview lift
Without
With
+31.6%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
28 currently pending
Career history
411
Total Applications
across all art units

Statute-Specific Performance

§101
15.3%
-24.7% vs TC avg
§103
60.8%
+20.8% vs TC avg
§102
7.2%
-32.8% vs TC avg
§112
7.3%
-32.7% vs TC avg
Black line = Tech Center average estimate • Based on career data from 383 resolved cases

Office Action

§112
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 . 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. Remarks Receipt of Applicant’s Amendment file on 01/05/2026 is acknowledged. Response to Arguments Applicant’s amendments to the claims have overcome 103 rejections previously set forth in the Non-Final Office Action mailed 10/22/2025. Claim Objections Claim 14 is objected to because of the following informalities: Claim 14 is stated as “canceled”; it need to cross out the entire claim limitations or to remove all the claim limitations, except the “canceled” statement. Appropriate correction is required. 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 15 and 16 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. The claim(s) contains subject matter which was not described in the specification in such a way as to reasonably convey to one skilled in the relevant art that the inventor or a joint inventor, or for applications subject to pre-AIA 35 U.S.C. 112, the inventor(s), at the time the application was filed, had possession of the claimed invention. Claim 15 states “content correctly…”; noted, “content correctly” have been found in paragraph [0035], states “the prompt framework is configured for assisting the user in improving the veracity score of the content by displaying prompts to the user to ensure that the large language model has interpreted the content correctly, and receiving responses to the prompts from the user. It must be noted that after each response, the prompt framework is configured for labeling the content based on the response to assist the large language model in correctly interpreting the content”; however, there is lack of description of how “content correctly” is defined? How we determine whether the content is the corrected version? Claim 16 states “teaching the large language model to distinguish between falsehoods and sarcasm, lies, and parody” How? The Specification does not provide enough support to make the distinction by just stating it. The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 1-13, 15-16 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor, or for pre-AIA the applicant regards as the invention. Claim 13, states “a set of semantic RDF triples” which appears to have an antecedent issue since claim 1 also states “a set of semantic Resource Description Framework (RDF) triples”. Claim 16 states “a feedback loop” twice; thus, it is causing antecedent issue. Claim 16 states “likely to receive a receive ...” twice. The term “likely” in claim 16 is a relative term which renders the claim indefinite. The term “likely” is not defined by the claim, the specification does not provide a standard for ascertaining the requisite degree, and one of ordinary skill in the art would not be reasonably apprised of the scope of the invention. Dependent claims are being rejected as depending from rejection of parent claims. Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to KEN HOANG whose telephone number is (571)272-8401. The examiner can normally be reached M-F 7:30am-5:00pm. 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, Charles Rones can be reached at (571)272-4085. 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. /KEN HOANG/Examiner, Art Unit 2168 /CHARLES RONES/Supervisory Patent Examiner, Art Unit 2168
Read full office action

Prosecution Timeline

Apr 18, 2024
Application Filed
Oct 18, 2025
Non-Final Rejection — §112
Jan 05, 2026
Response Filed
Mar 16, 2026
Final Rejection — §112 (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

3-4
Expected OA Rounds
72%
Grant Probability
99%
With Interview (+31.6%)
3y 5m
Median Time to Grant
Moderate
PTA Risk
Based on 383 resolved cases by this examiner. Grant probability derived from career allow rate.

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