Prosecution Insights
Last updated: August 07, 2026
Application No. 19/383,734

Video Reconstruction Using Geodesically-Constrained Latent Expansion Networks

Non-Final OA §112
Filed
Nov 09, 2025
Priority
Dec 12, 2023 — CIP of 12/058,333 +31 more
Examiner
COUSO, JOSE L
Art Unit
2667
Tech Center
2600 — Communications
Assignee
AtomBeam Technologies Inc.
OA Round
1 (Non-Final)
90%
Grant Probability
Favorable
1-2
OA Rounds
1y 5m
Est. Remaining
98%
With Interview

Examiner Intelligence

Grants 90% — above average
90%
Career Allowance Rate
1087 granted / 1205 resolved
+28.2% vs TC avg
Moderate +8% lift
Without
With
+8.2%
Interview Lift
resolved cases with interview
Typical timeline
2y 2m
Avg Prosecution
22 currently pending
Career history
1223
Total Applications
across all art units

Statute-Specific Performance

§101
29.6%
-10.4% vs TC avg
§103
10.4%
-29.6% vs TC avg
§102
38.3%
-1.7% vs TC avg
§112
11.4%
-28.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1205 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 . Information Disclosure Statement The information disclosure statement (IDS) submitted on November 9, 2025 complies with the provisions of 37 CFR 1.97. Accordingly, the information disclosure statement is being considered by the examiner. Citations which have not been considered, have not been considered because they do not comply with 37 CFR 1.98(b) which states “The date of publication supplied must include at least the month and year of publication, except that the year of publication (without the month) will be accepted if the applicant points out in the information disclosure statement that the year of publication is sufficiently earlier than the effective U.S. filing date and any foreign priority date so that the particular month of publication is not in issue”. Related applications Applicant should amend the cross-reference to related applications portion of the specification to update the current status of the cited applications. 35 USC § 101 Statutory Analysis The claims do not recite any of the judicial exceptions enumerated in the 2019 Revised Patent Subject Matter Eligibility Guidance. Further, the claims do not recite any method of organizing human activity, such as a fundamental economic concept or managing interactions between people. Finally, the claims do not recite a mathematical relationship, formula, or calculation. Thus, the claims are eligible because they do not recite a judicial exception. Claim rejections - 35 U.S.C. §112(b) 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. Claims 1-8 are rejected under 35 U.S.C. 112(b) as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor regards as the invention. Claims 1-8 fail to recite a critical element described in the specification. The claims recite “a computer system comprising a hardware memory, wherein the computer system is configured to execute software instructions stored on nontransitory machine-readable storage media”, however the claims fail to recite a processor for executing the software instructions. See In re Mayhew, 527 F.2d 1229, 1233, 188 USPQ 356, 358 (CCPA 1976). Allowable Subject Matter Claims 1-8 would be allowable if rewritten or amended to overcome the rejection under 35 U.S.C. 112(b), set forth in this Office action. Claims 9-16 are allowed. Reasons for Allowance The following is an examiner’s statement of reasons for allowance: The prior art of the record fail to teach or suggest singly and/or in combination a system and method which provides for receiving spatiotemporal video input comprising video data streams, encode the video input into compressed latent representations within a curved latent manifold using Lorentzian autoencoder processing that preserves spatiotemporal structure and causal relationships, organizing the compressed latent representations in a hierarchical manifold structure comprising nested submanifolds at multiple resolution scales, computing geodesic expansion trajectories that extend beyond the encoded latent representations by solving a constrained variational optimization that minimizes a cognitive action functional comprising kinetic energy terms, compression pressure derived from manifold curvature, and semantic goal potential fields, generating expanded video content by decoding latent trajectories computed along the geodesic expansion paths while maintaining semantic coherence and temporal consistency through geometric constraints imposed by the latent manifold structure, managing computational resources through energy budgeting that allocates finite cognitive energy across expansion operations to prevent uncontrolled generative drift, and providing real-time video reconstruction and augmentation configured to output reconstructed or augmented video streams including zoom beyond original resolution, counterfactual synthesis, and cross-domain generation as prescribed for in the claimed invention. Any comments considered necessary by applicant must be submitted no later than the payment of the issue fee and, to avoid processing delays, should preferably accompany the issue fee. Such submissions should be clearly labeled “Comments on Statement of Reasons for Allowance.” Relevant Prior Art The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. Mehr, Zavoronkovs and Ikonin all disclose systems similar to applicant’s claimed invention. Contact Information Any inquiry concerning this communication or earlier communications from the examiner should be directed to Jose L. Couso whose telephone number is (571) 272-7388. The examiner can normally be reached on Monday through Friday from 5:30am to 1:30pm. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Matthew Bella, can be reached on 571-272-7778. 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 Center information webpage on the USPTO website. For more information about the Patent Center, see https://www.uspto.gov/patents/apply/patent-center. Should you have questions about access to the Patent Center, contact the Patent Electronic Business Center (EBC) at 571-272-4100 or via email at: ebc@uspto.gov . 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. /JOSE L COUSO/Primary Examiner, Art Unit 2667 July 23, 2026
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Prosecution Timeline

Nov 09, 2025
Application Filed
Jul 30, 2026
Non-Final Rejection mailed — §112 (current)

Precedent Cases

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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
90%
Grant Probability
98%
With Interview (+8.2%)
2y 2m (~1y 5m remaining)
Median Time to Grant
Low
PTA Risk
Based on 1205 resolved cases by this examiner. Grant probability derived from career allowance rate.

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