Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19249768 | Music/Video Messaging | June 2025 | October 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19231250 | METHODS FOR SERVING INTERACTIVE CONTENT TO A USER | June 2025 | January 2026 | Allow | 7 | 0 | 0 | Yes | No |
| 19216504 | Artificially Intelligent Systems, Methods and Media for Canonicalizing Computer System Logs Into Natural Language Processed Representations for the Purpose of Data Analysis | May 2025 | November 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19199903 | SEMANTIC DATA ACQUISITION, STORAGE AND PRESENTATION SYSTEM | May 2025 | November 2025 | Allow | 7 | 0 | 0 | No | No |
| 19196588 | AUTONOMOUS PROCESS EXECUTION FOR LARGE LANGUAGE MODEL FUNCTION BUTTONS | May 2025 | November 2025 | Allow | 7 | 2 | 0 | Yes | No |
| 19186967 | METHOD, APPARATUS AND DEVICE FOR IMPLEMENTING SEARCH | April 2025 | September 2025 | Allow | 5 | 1 | 0 | No | No |
| 19180098 | Systems, methods, and user interfaces for editing digital assets | April 2025 | March 2026 | Allow | 11 | 2 | 0 | Yes | No |
| 19171030 | Systems and methods for extracting tables from documents | April 2025 | October 2025 | Allow | 7 | 1 | 0 | No | No |
| 19098005 | Profiler Tool for Assessing Impact of Shape on a Continuous and/or Categorical Response | April 2025 | August 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19093219 | AUXILIARY DECISION-MAKING METHOD FOR URBAN SUBWAY WATERLOGGING RISK DISPOSAL BASED ON BAYESIAN NETWORK | March 2025 | October 2025 | Allow | 6 | 1 | 0 | No | No |
| 19078199 | WHOLE BRAIN EMULATION SYSTEM | March 2025 | September 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19073692 | PROJECTING DATA TRENDS USING CUSTOMIZED MODELING | March 2025 | April 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19068261 | METHOD AND SYSTEM FOR PERCEIVING AND ELIMINATING ABNORMAL STATE OF ACTIVE DISTRIBUTION NETWORK BASED ON DATA ENHANCEMENT | March 2025 | October 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19067257 | THREE-DIMENSIONAL COLOR SELECTION INTERFACE | February 2025 | October 2025 | Allow | 7 | 2 | 0 | Yes | No |
| 19062283 | CONTENT POSTING METHOD, DEVICE AND COMPUTER-READABLE STORAGE MEDIUM | February 2025 | February 2026 | Allow | 12 | 2 | 0 | No | No |
| 19060157 | SYSTEM AND METHOD FOR AUTOMATED PROXY AUTOCONFIGURATION FILES | February 2025 | November 2025 | Allow | 8 | 2 | 0 | No | No |
| 19054879 | Systems and methods for processing designs | February 2025 | September 2025 | Allow | 7 | 1 | 0 | No | No |
| 19054882 | Systems and methods for processing designs | February 2025 | September 2025 | Allow | 7 | 0 | 0 | No | No |
| 19054800 | Computer-Implemented Methods and Systems for Generative Text Painting | February 2025 | June 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19028392 | BODY APPENDAGE POSITION PREDICTION USING ELECTROCARDIOGRAM DATA | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19021755 | METHOD FOR PROCESSING COMPLEX DATA | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19013433 | METHOD FOR OPTIMIZING COMPUTING POWER OF NEURAL NETWORK MODULE, CHIP, ELECTRONIC DEVICE AND MEDIUM | January 2025 | March 2026 | Allow | 14 | 3 | 0 | No | No |
| 19011578 | SYSTEM AND METHOD FOR IMPROVING THE CLARITY OF OVERLAPPING OBJECTS | January 2025 | October 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 19004880 | DIGITAL PROCESSING SYSTEMS AND METHODS FOR ENHANCED DATA REPRESENTATION | December 2024 | October 2025 | Allow | 10 | 2 | 0 | Yes | No |
| 19001635 | METHODS FOR TRAINING AN INDUSTRIAL QUESTION-ANSWERING MODEL BASED ON REINFORCEMENT LEARNING AND KNOWLEDGE BASE MATCHING | December 2024 | November 2025 | Allow | 11 | 2 | 0 | Yes | No |
| 18987388 | Graphical User Interface for Syntax and Policy Compliance Review | December 2024 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 18979585 | METHODS AND DEVICES FOR CONSTUCTING MULTI-DIMENSIONAL COUPLED VIBRATION IDENTIFICATION MODEL FOR ROLL SYSTEM OF STRIP MILL | December 2024 | February 2025 | Allow | 2 | 0 | 0 | No | No |
| 18977648 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR PRESENTING SESSION MESSAGE | December 2024 | November 2025 | Allow | 11 | 2 | 0 | No | No |
| 18974169 | DIGITAL THERAPEUTIC PLATFORM | December 2024 | August 2025 | Allow | 8 | 1 | 0 | No | No |
| 18969330 | CSI COMPRESSION AND FEEDBACK METHOD BASED ON DEEP LEARNING | December 2024 | June 2025 | Allow | 6 | 1 | 0 | No | No |
| 18959714 | VARIABLE CURVATURE BENDING ARC CONTROL METHOD FOR ROLL BENDING MACHINE | November 2024 | September 2025 | Allow | 10 | 3 | 0 | Yes | No |
| 18957896 | METHOD AND APPARATUS FOR LIGHTWEIGHTING OF ARTIFICIAL INTELLIGENCE MODEL | November 2024 | February 2026 | Allow | 14 | 2 | 0 | No | No |
| 18957784 | SYSTEM AND METHOD FOR GENERATING A VISUAL REPRESENTATION OF AN EXECUTION SEQUENCE WITHIN A GRAPHICAL USER INTERFACE | November 2024 | January 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18957680 | APPARATUS COMPRISING A GRAPHICAL USER INTERFACE (GUI) FOR DISPLAYING AND MODIFYING DATA ELEMENTS BASED ON USER INPUT AND LOCATION DATA | November 2024 | September 2025 | Allow | 10 | 2 | 0 | Yes | No |
| 18942997 | METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR DISPLAY CONTROLLING | November 2024 | March 2026 | Allow | 16 | 3 | 0 | Yes | No |
| 18941636 | PRIVATE ARTIFICIAL INTELLIGENCE AND DATA EXCHANGE | November 2024 | June 2025 | Allow | 7 | 2 | 0 | Yes | No |
| 18940109 | METHOD FOR TRAINING CUSTOM MODEL BASED ON PRE-TRAINED BASE MODEL AND LEARNING DEVICE USING THE SAME | November 2024 | June 2025 | Allow | 8 | 1 | 0 | Yes | No |
| 18937041 | HIERARCHICAL DATA BINDING FOR INDUSTRIAL CONTROL SYSTEMS | November 2024 | September 2025 | Allow | 11 | 4 | 0 | No | No |
| 18932810 | SYSTEM AND METHOD FOR STREAMLINING AND ACCELERATING CLOUD MIGRATION PROCESSES | October 2024 | June 2025 | Allow | 8 | 1 | 0 | No | No |
| 18930380 | SYSTEM FOR PROVIDING KOREAN SENTENCE REPHRASER SERVICE | October 2024 | September 2025 | Abandon | 11 | 1 | 0 | No | No |
| 18922814 | THREE-DIMENSIONAL LAYERED CONFERENCING SYSTEM WITH DISTRIBUTED COMPUTING FOR HIGH-FIDELITY RENDERING OF VIRTUAL ENVIRONMENTS AND METHOD | October 2024 | February 2026 | Allow | 16 | 2 | 0 | No | No |
| 18919417 | SUPERVISORY NEURON FOR CONTINUOUSLY ADAPTIVE NEURAL NETWORK | October 2024 | February 2026 | Allow | 16 | 3 | 0 | No | No |
| 18892769 | PROJECTING DATA TRENDS USING CUSTOMIZED MODELING | September 2024 | December 2024 | Allow | 3 | 0 | 0 | No | No |
| 18886954 | SELECTIVE VISUAL DISPLAY SYSTEM | September 2024 | August 2025 | Abandon | 11 | 1 | 0 | No | No |
| 18885745 | END-TO-END SYSTEMS AND METHODS FOR CONSTRUCT SCORING | September 2024 | January 2026 | Allow | 16 | 3 | 0 | Yes | No |
| 18882311 | APPARATUS AND METHOD FOR DATA GENERATION FOR USER ENGAGEMENT | September 2024 | July 2025 | Allow | 11 | 2 | 0 | Yes | No |
| 18845007 | COMPLEX NETWORK COGNITION-BASED FEDERATED REINFORCEMENT LEARNING END-TO-END AUTONOMOUS DRIVING CONTROL SYSTEM, METHOD, AND VEHICULAR DEVICE | September 2024 | June 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18822974 | AUTOMATIC SNAPSHOT SELECTION AND ZONE CREATION | September 2024 | February 2025 | Allow | 6 | 1 | 0 | No | No |
| 18822390 | NEURAL PROCESSING UNIT INCLUDING POST-PROCESSING UNIT | September 2024 | March 2026 | Allow | 18 | 4 | 0 | Yes | No |
| 18815510 | Alternating Positioning of Primary Text | August 2024 | December 2024 | Allow | 4 | 1 | 0 | Yes | No |
| 18808386 | SYSTEM AND METHOD TO ENHANCE AUDIO AND VIDEO MEDIA USING GENERATIVE ARTIFICIAL INTELLIGENCE | August 2024 | November 2024 | Allow | 3 | 0 | 0 | Yes | No |
| 18807942 | SEMANTIC DATA ACQUISITION, STORAGE AND PRESENTATION SYSTEM | August 2024 | February 2025 | Allow | 6 | 1 | 0 | No | No |
| 18798947 | THEMATIC MAP PREPARATION METHOD AND APPARATUS, STORAGE MEDIUM AND ELECTRONIC DEVICE | August 2024 | September 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18799810 | ARCHITECTURES, SYSTEMS AND METHODS FOR PROGRAM DEFINED TRANSACTION SYSTEM AND DECENTRALIZED CRYPTOCURRENCY SYSTEM | August 2024 | October 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18798209 | PREVIEW ASSIGNED ROUTES | August 2024 | December 2025 | Allow | 16 | 3 | 0 | Yes | No |
| 18793742 | RESOURCE CONSERVATION IN ARTIFICIAL INTELLIGENCE PIPELINE EXECUTION | August 2024 | November 2025 | Abandon | 16 | 2 | 0 | Yes | No |
| 18791863 | MULTILINGUAL EVENT CAUSALITY IDENTIFICATION METHOD AND SYSTEM BASED ON META-LEARNING WITH KNOWLEDGE | August 2024 | October 2025 | Abandon | 14 | 2 | 0 | No | No |
| 18783227 | XR DEVICE-BASED TOOL FOR CROSS-PLATFORM CONTENT CREATION AND DISPLAY | July 2024 | August 2025 | Allow | 13 | 1 | 0 | No | No |
| 18777954 | SYSTEMS AND METHODS FOR GENERATING AND EDITING MESSAGES | July 2024 | March 2025 | Allow | 8 | 1 | 0 | No | No |
| 18729101 | PAGE DISPLAY SPEED IMPROVEMENT PROCESSING SYSTEM | July 2024 | April 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 18766038 | Convolution-Augmented Transformer Models | July 2024 | April 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18766629 | FEDERATED LEARNING SERVICE IN A PROVIDER NETWORK AND TRAINING MACHINE LEARNING MODELS USING DEVICES EXTERNAL TO THE PROVIDER NETWORK | July 2024 | February 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18762169 | INFORMATION PROCESSING METHODS AND APPARATUS, ELECTRONIC DEVICES, AND STORAGE MEDIA | July 2024 | January 2026 | Allow | 18 | 3 | 0 | Yes | No |
| 18760419 | UTILIZING DYNAMIC INTERFACE ELEMENTS TO IMPROVE USER INTERFACES | July 2024 | May 2025 | Allow | 10 | 0 | 0 | No | No |
| 18757447 | METHODS AND SYSTEMS FOR GENERATING ALTERNATIVE CONTENT. | June 2024 | March 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18756652 | Card Display Method, Electronic Device, and Computer Readable Storage Medium | June 2024 | February 2025 | Allow | 8 | 0 | 0 | No | No |
| 18755541 | ELECTRONIC PEN CARTRIDGE AND ELECTRONIC PEN | June 2024 | February 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18755359 | CLICKABLE ACCESS POINT | June 2024 | February 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18753041 | METHODS AND SYSTEMS FOR CYBER-MONITORING AND VISUALLY DEPICTING CYBER-ACTIVITIES | June 2024 | September 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18751711 | Systems, methods, and user interfaces for editing digital assets | June 2024 | January 2025 | Allow | 7 | 1 | 0 | No | No |
| 18747854 | DYNAMIC PRESENTATION GENERATION | June 2024 | March 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 18746921 | PERSONALIZING PRESET MEAL SIZES IN INSULIN DELIVERY SYSTEM | June 2024 | October 2025 | Allow | 16 | 0 | 0 | Yes | No |
| 18744393 | PERSONALIZED RETRIEVAL-AUGMENTED GENERATION SYSTEM | June 2024 | April 2025 | Allow | 11 | 2 | 0 | Yes | No |
| 18743059 | SYSTEM AND METHOD FOR IN-MEMORY IMAGE PROCESSING | June 2024 | February 2026 | Allow | 20 | 3 | 0 | Yes | No |
| 18719200 | CONTENT PUBLISHING METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM | June 2024 | July 2025 | Allow | 13 | 2 | 0 | No | No |
| 18740300 | REAL-TIME ENTITY ANOMALY DETECTION | June 2024 | January 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18738895 | PROVIDING ARTIFICAL INTELLIGENCE BASED MODEL TO NODE BASED ON REPRESENTATION OF TASK PERFORMED BY ARTIFICAL INTELLIGENCE BASED MODEL | June 2024 | October 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18736594 | METHODS AND SYSTEMS FOR DISPLAYING INTERACTIVE INTERFACE OF RECOMMENDED BEHAVIOR | June 2024 | March 2025 | Allow | 9 | 0 | 0 | No | No |
| 18736426 | PAGE DISPLAY METHOD AND APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT | June 2024 | March 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 18736240 | PLUGIN SYSTEM AND PATHWAY ARCHITECTURE | June 2024 | February 2025 | Allow | 8 | 0 | 0 | No | No |
| 18736181 | SYSTEMS AND METHODS FOR INCREASING CONTROL USING A NEURAL SIGNAL | June 2024 | January 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18734414 | SYSTEM AND METHOD FOR IMPROVED GENETIC MODIFICATIONS TO SUPPORT BENEFICIAL ADAPTATION TO UNANTICIPATED CONDITIONS AND UNINTENDED CONSEQUENCES BY UTILIZING RANDOMIZATION | June 2024 | February 2026 | Abandon | 21 | 2 | 0 | Yes | No |
| 18732593 | Systems and Methods for Facilitating Selection of Tools for Machine Vision Jobs | June 2024 | September 2025 | Allow | 15 | 1 | 0 | No | No |
| 18680337 | Systems and Methods for Guided Natural Language Text Generation | May 2024 | December 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18678641 | DIGITAL IMAGING OF GRANULAR MEDIA IN GRAPHICS APPLICATIONS | May 2024 | October 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18678415 | SELF-LEARNING AND ADAPTING CYBER THREAT DEFENSE | May 2024 | July 2025 | Allow | 13 | 2 | 0 | No | No |
| 18679035 | STORING AND QUERYING ALTERNATE SCENARIOS OF DATA IN A DATABASE | May 2024 | March 2026 | Allow | 21 | 1 | 0 | No | No |
| 18677747 | Device, Method, and Graphical User Interface for Adjusting a Display Property of an Affordance Over Changing Background Content | May 2024 | June 2025 | Allow | 13 | 0 | 0 | Yes | No |
| 18677665 | Devices, Methods, and Graphical User Interfaces for Providing Haptic Feedback | May 2024 | January 2025 | Allow | 8 | 0 | 0 | No | No |
| 18676611 | METHOD AND SYSTEM FOR ALLOWING A CUSTODIAN TO MANAGE A PLURALITY OF USER ACCOUNTS ON A COMPUTING DEVICE VIA A DEVICE APPLICATION | May 2024 | August 2024 | Allow | 3 | 0 | 0 | Yes | No |
| 18676813 | AUTOMATIC GENERATION OF DATA MODELS | May 2024 | August 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18675520 | System and method for document analysis of a design document having design elements | May 2024 | January 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18675206 | System and Method for Organizing and Designing Comment | May 2024 | November 2025 | Allow | 18 | 1 | 0 | No | No |
| 18671936 | METHODS FOR ADJUSTING AND/OR CONTROLLING IMMERSION ASSOCIATED WITH USER INTERFACES | May 2024 | January 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18669788 | INERTIAL SENSING OF TONGUE GESTURES | May 2024 | March 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18663729 | ON-SCREEN KEYBOARD USER INTERFACE WITH CONTEXT-AWARE HAPTIC FEEDBACK | May 2024 | December 2024 | Allow | 7 | 0 | 0 | No | No |
| 18661807 | SLIDE BAR DISPLAY CONTROL DEVICE AND SLIDE BAR DISPLAY CONTROL METHOD | May 2024 | July 2025 | Allow | 14 | 1 | 0 | No | No |
| 18662972 | SCALABLE AND COMPRESSIVE NEURAL NETWORK DATA STORAGE SYSTEM | May 2024 | October 2025 | Allow | 17 | 2 | 0 | No | No |
| 18662734 | GRAPHICAL USER INTERFACES AND SYSTEMS FOR PRESENTING CONTENT SUMMARIES | May 2024 | June 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18661170 | SYSTEM AND METHOD FOR AUTOMATED MULTIUSER INTERFACE CUSTOMIZATION | May 2024 | October 2025 | Allow | 18 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for group 2140.
With a 29.9% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.
Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.
In this dataset, 28.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Group 2140 is part of Technology Center 2100. This group has examined 29,422 patent applications in our dataset, with an overall allowance rate of 64.1%. Applications typically reach final disposition in approximately 42 months.
Applications in Group 2140 receive an average of 2.68 office actions before reaching final disposition. The median prosecution time is 42 months.
This group-level data aggregates statistics across multiple art units. For more targeted prosecution strategies, review the individual art unit and examiner statistics within this group.
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.