Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18969330 | CSI COMPRESSION AND FEEDBACK METHOD BASED ON DEEP LEARNING | December 2024 | June 2025 | Allow | 6 | 1 | 0 | No | No |
| 18751711 | Systems, methods, and user interfaces for editing digital assets | June 2024 | January 2025 | Allow | 7 | 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 |
| 18659482 | CROSS-MODEL SCORE NORMALIZATION | May 2024 | December 2024 | Allow | 7 | 0 | 0 | No | No |
| 18656433 | Music/Video Messaging | May 2024 | March 2025 | Allow | 11 | 0 | 0 | Yes | No |
| 18650938 | CONDENSED SPOKEN UTTERANCES FOR AUTOMATED ASSISTANT CONTROL OF AN INTRICATE APPLICATION GUI | April 2024 | March 2025 | Allow | 10 | 0 | 0 | Yes | No |
| 18605774 | GUIDANCE FOR SCANNER-BASED INTERACTION WITH INTRAORAL SCANNING SYSTEM | March 2024 | March 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18603876 | DATA PROCESSING SYSTEMS AND METHODS FOR AUTOMATICALLY BLOCKING THE USE OF TRACKING TOOLS | March 2024 | December 2024 | Allow | 9 | 1 | 0 | Yes | No |
| 18600109 | SYSTEMS AND METHODS FOR CLASSIFYING ELECTRONIC DOCUMENTS | March 2024 | November 2024 | Allow | 9 | 1 | 0 | Yes | No |
| 18417132 | System and Method for Creating an Avatar | January 2024 | September 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18404422 | Encapsulating Virtual Area Based Communicant Assemblies | January 2024 | April 2025 | Allow | 15 | 1 | 0 | No | No |
| 18395247 | INTELLIGENT AUTOMATED ASSISTANT IN A MEDIA ENVIRONMENT | December 2023 | April 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18545160 | METHOD AND APPARATUS FOR DETERMINING AND PRESENTING ANSWERS TO CONTENT-RELATED QUESTIONS | December 2023 | September 2024 | Allow | 9 | 0 | 0 | Yes | No |
| 18539022 | CONCURRENT OPTIMIZATION OF MACHINE LEARNING MODEL PERFORMANCE | December 2023 | October 2024 | Allow | 10 | 1 | 0 | No | No |
| 18538118 | INFORMATION PROCESSING DEVICE, PROCESSING METHOD, AND RECORDING MEDIUM | December 2023 | August 2024 | Allow | 8 | 0 | 0 | No | No |
| 18523674 | Aspect Pre-selection using Machine Learning | November 2023 | March 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18509766 | SMART ASSIST FOR REPEATED ACTIONS | November 2023 | April 2025 | Allow | 17 | 2 | 0 | No | No |
| 18387443 | USER INTERFACE WITH COMMAND-LINE LINK CREATION FOR GENERATING GRAPHICAL OBJECTS LINKED TO THIRD-PARTY CONTENT | November 2023 | September 2024 | Allow | 11 | 0 | 0 | Yes | No |
| 18491973 | PROVIDING ENHANCED FUNCTIONALITY IN AN INTERACTIVE ELECTRONIC TECHNICAL MANUAL | October 2023 | May 2025 | Allow | 18 | 1 | 0 | No | No |
| 18236340 | CONFIGURING CONTEXT-SPECIFIC USER INTERFACES | August 2023 | October 2024 | Allow | 14 | 1 | 0 | No | No |
| 18449369 | SYSTEM AND METHODS FOR MODEL MANAGEMENT | August 2023 | February 2025 | Allow | 18 | 1 | 0 | No | No |
| 18448282 | SYSTEMS AND METHODS FOR ON-IMAGE NAVIGATION AND DIRECT IMAGE-TO-DATA STORAGE TABLE DATA CAPTURE | August 2023 | July 2024 | Allow | 11 | 0 | 0 | Yes | No |
| 18230106 | SMART TABLE SYSTEM FOR DOCUMENT MANAGEMENT | August 2023 | October 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18357840 | SOFTWARE-BASED COMPLIANCE EVALUATION TOOL | July 2023 | October 2024 | Allow | 14 | 0 | 0 | Yes | No |
| 18350163 | PROVIDING ENHANCED FUNCTIONALITY IN AN INTERACTIVE ELECTRONIC TECHNICAL MANUAL | July 2023 | March 2025 | Allow | 20 | 1 | 0 | No | No |
| 18338057 | Techniques for Displaying Shared Digital Assets Consistently across Different Displays | June 2023 | February 2025 | Allow | 20 | 2 | 0 | No | No |
| 18330775 | COLLABORATIVE ARTIFICIAL INTELLIGENCE METHOD AND SYSTEM | June 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18323595 | PROVIDING ENHANCED FUNCTIONALITY IN AN INTERACTIVE ELECTRONIC TECHNICAL MANUAL | May 2023 | December 2024 | Allow | 18 | 1 | 0 | No | No |
| 18322944 | VIRTUAL-FIGURE-BASED DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM | May 2023 | May 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18320710 | MOBILE-BASED CARTOGRAPHIC CONTROL OF DISPLAY CONTENT | May 2023 | October 2024 | Allow | 17 | 1 | 0 | No | No |
| 18037384 | OPERATION SUPPORT DEVICE, OPERATION SUPPORT METHOD, AND OPERATION SUPPORT PROGRAM | May 2023 | June 2025 | Abandon | 25 | 2 | 0 | No | No |
| 18196272 | METHOD OF GENERATING A TERMINAL INTERFACE | May 2023 | January 2025 | Allow | 20 | 4 | 0 | Yes | No |
| 18196174 | METHOD AND AN APPARATUS FOR A PERSONALIZED USER INTERFACE | May 2023 | September 2024 | Allow | 17 | 4 | 0 | Yes | No |
| 18195413 | DYNAMIC WEB CONTENT BASED ON NATURAL LANGUAGE PROCESSING (NLP) INPUTS | May 2023 | January 2025 | Allow | 21 | 1 | 0 | No | No |
| 18142404 | AUDIO MEDIA PLAYBACK USER INTERFACE | May 2023 | June 2025 | Abandon | 25 | 2 | 0 | Yes | No |
| 18140364 | GRAPHICAL USER INTERFACE FOR PARTIAL AMOUNT REDUCTIONS | April 2023 | May 2025 | Allow | 24 | 2 | 0 | Yes | Yes |
| 18307652 | UNDERSTANDING SOCIAL MEDIA USER BEHAVIOR | April 2023 | November 2024 | Allow | 19 | 1 | 0 | No | No |
| 18307614 | UNDERSTANDING SOCIAL MEDIA USER BEHAVIOR | April 2023 | November 2024 | Allow | 19 | 1 | 0 | No | No |
| 18303348 | UNDERSTANDING SOCIAL MEDIA USER BEHAVIOR | April 2023 | January 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18134379 | CROSS CULTURAL GREETING CARD SYSTEM | April 2023 | March 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18300196 | INFORMATION PROCESSING SYSTEM, IMAGE GENERATION SYSTEM, COMMUNICATION TERMINAL, INFORMATION PROCESSING METHOD, OR STORAGE MEDIUM | April 2023 | February 2025 | Allow | 22 | 2 | 0 | No | No |
| 18128540 | Controlling Views of a Website on a Browser | March 2023 | December 2024 | Allow | 20 | 4 | 0 | Yes | No |
| 18128634 | VIRTUAL WHITEBOARDING APPLICATION FOR VISUALIZING AND ORGANIZING ISSUES FROM AN ISSUE TRACKING SYSTEM | March 2023 | January 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18192066 | NATURAL LANGUAGE PROCESSING ELECTRONIC PASSAGE CURATION | March 2023 | April 2025 | Allow | 24 | 4 | 0 | Yes | No |
| 18115140 | METHOD AND APPARATUS FOR STIMULATING NEURAL ACTIVITY | February 2023 | September 2024 | Allow | 19 | 2 | 0 | No | No |
| 18114525 | TECHNOLOGICAL INFRASTRUCTURE FOR ENABLING MULTI-USER COLLABORATION IN A VIRTUAL REALITY ENVIRONMENT | February 2023 | February 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18171957 | SYSTEM AND METHOD FOR UN-BIASING USER PERSONALIZATIONS AND RECOMMENDATIONS | February 2023 | February 2025 | Allow | 24 | 2 | 0 | No | No |
| 18169429 | COGNITIVE AID FOR AUDIO BOOKS | February 2023 | August 2024 | Allow | 18 | 3 | 0 | Yes | No |
| 18106926 | SYSTEMS AND METHODS FOR ANNOTATING LINE CHARTS IN THE WILD | February 2023 | January 2025 | Abandon | 24 | 3 | 0 | No | No |
| 18007434 | FPGA-BASED FAST PROTOCOL DECODING METHOD, APPARATUS, AND DEVICE | January 2023 | June 2025 | Abandon | 28 | 3 | 0 | No | No |
| 18160526 | CONFIGURATION OF APPLICATION EXECUTION SPACES AND SUB-SPACES FOR SHARING DATA ON A MOBILE TOUCH SCREEN DEVICE | January 2023 | February 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18155452 | INTERFACE FOR CHANGING A MEDIA SEQUENCE | January 2023 | June 2025 | Abandon | 29 | 2 | 0 | Yes | No |
| 18069724 | METHOD FOR DISPLAY-MODE SWITCHING, TERMINAL, AND STORAGE MEDIUM | December 2022 | January 2025 | Allow | 25 | 3 | 0 | No | No |
| 18072624 | CARD UNIT PRESENTATION METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM | November 2022 | November 2024 | Allow | 23 | 3 | 0 | No | No |
| 17993251 | CLOSED-LOOP INTELLIGENCE | November 2022 | September 2024 | Allow | 22 | 2 | 0 | Yes | No |
| 17989923 | VOICE GUIDANCE METHOD | November 2022 | April 2024 | Allow | 17 | 2 | 0 | Yes | No |
| 18055733 | METHOD AND APPARATUS FOR DISPLAYING INTERACTION MESSAGE FOR APPLICATION, AND READABLE STORAGE MEDIUM | November 2022 | December 2024 | Allow | 25 | 4 | 0 | Yes | No |
| 17975421 | TAP ON MOBILE DEVICE ZONES | October 2022 | April 2025 | Allow | 29 | 3 | 0 | Yes | No |
| 17973090 | FIGURE DISPLAY METHOD, SERVER AND RECORDING MEDIUM | October 2022 | November 2024 | Allow | 24 | 3 | 0 | Yes | No |
| 17964294 | SYSTEM AND METHODS OF VIRTUAL WORLD INTERACTION | October 2022 | March 2025 | Allow | 29 | 3 | 0 | Yes | Yes |
| 17956657 | DEVICE STATE IDENTIFICATION METHOD AND APPARATUS, AND INTELLIGENT TERMINAL | September 2022 | August 2024 | Allow | 22 | 3 | 0 | Yes | No |
| 17932237 | CREATION AND DEPLOYMENT OF DIGITAL ACTIVITY | September 2022 | June 2025 | Abandon | 33 | 4 | 0 | No | No |
| 17944754 | DOCUMENT ARCHITECTURE WITH SMART RENDERING | September 2022 | September 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17931283 | READING ASSISTANT IN A BROWSER ENVIRONMENT | September 2022 | October 2024 | Allow | 25 | 3 | 0 | Yes | No |
| 17891595 | INTELLIGENT DETECTION OF DOCUMENT READINESS | August 2022 | February 2025 | Abandon | 30 | 3 | 0 | Yes | No |
| 17891008 | SYSTEMS AND METHODS FOR DETERMINING GUI INTERACTION INFORMATION FOR AN END USER DEVICE | August 2022 | June 2025 | Allow | 34 | 4 | 0 | Yes | No |
| 17889427 | DOCUMENT PROCESSING DEVICE AND DOCUMENT PROCESSING METHOD | August 2022 | June 2025 | Abandon | 34 | 4 | 0 | No | No |
| 17886377 | SPECIAL EFFECT PROCESSING METHOD AND APPARATUS | August 2022 | January 2025 | Allow | 29 | 4 | 0 | Yes | No |
| 17877690 | SYSTEMS AND USER INTERFACES FOR DYNAMIC AND INTERACTIVE ACCESS OF, INVESTIGATION OF, AND ANALYSIS OF DATA OBJECTS STORED IN ONE OR MORE DATABASES | July 2022 | January 2025 | Allow | 30 | 2 | 0 | Yes | No |
| 17872099 | GRAPHICAL USER INTERFACE FOR ANIMATING USER DATA | July 2022 | January 2025 | Abandon | 30 | 5 | 0 | Yes | No |
| 17814031 | MAPPING UI CONTROLS ON SCREEN TO KEYS | July 2022 | September 2024 | Allow | 26 | 3 | 0 | Yes | No |
| 17870630 | APPARATUSES, METHODS AND SYSTEMS FOR HIERARCHICAL MULTIDIMENSIONAL INFORMATION INTERFACES | July 2022 | April 2025 | Allow | 33 | 3 | 0 | Yes | No |
| 17758964 | IMAGE CREATION SUPPORT DEVICE AND METHOD FOR PRESENTING CANDIDATE SCREEN DATA OF A DISPLAY SCREEN BASED ON A DESIGN IMAGE OF THE DISPLAY SCREEN | July 2022 | September 2024 | Allow | 26 | 1 | 0 | No | No |
| 17812208 | Neural Networks based Multimodal Transformer for Multi-Task User Interface Modeling | July 2022 | April 2025 | Allow | 33 | 3 | 0 | Yes | No |
| 17852260 | MULTI-DEVICE GESTURE CONTROL | June 2022 | October 2022 | Allow | 4 | 2 | 0 | Yes | No |
| 17836607 | Screen Reader Software For Generating A Background Tone Based On A Spatial Location of a Graphical Object | June 2022 | July 2024 | Allow | 26 | 3 | 0 | Yes | No |
| 17663591 | GENERATING AND SURFACING MESSAGING THREAD SPECIFIC AND CONTENT-BASED EFFECTS | May 2022 | September 2024 | Allow | 28 | 3 | 0 | Yes | No |
| 17662974 | SYSTEM AND METHOD FOR PRODUCT SELECTION IN AN AUGMENTED REALITY ENVIRONMENT | May 2022 | December 2024 | Abandon | 31 | 4 | 0 | Yes | No |
| 17717827 | METHOD FOR ANNOTATIONS IN A CONTENT MODEL OF A CONTENT MANAGEMENT SYSTEM | April 2022 | November 2024 | Allow | 31 | 5 | 0 | No | No |
| 17717835 | SYSTEM FOR ANNOTATIONS IN A CONTENT MODEL OF A CONTENT MANAGEMENT SYSTEM | April 2022 | November 2024 | Allow | 31 | 5 | 0 | Yes | No |
| 17709257 | GENERATING MODIFIED USER CONTENT THAT INCLUDES ADDITIONAL TEXT CONTENT | March 2022 | December 2024 | Allow | 32 | 3 | 0 | No | No |
| 17701339 | COMMAND EXECUTION METHOD, APPARATUS, AND DEVICE | March 2022 | June 2025 | Abandon | 39 | 4 | 0 | No | No |
| 17676163 | REMOTELY CONTROLLING DEVICE OF PARTICIPANT IN ONLINE CHAT ROOM | February 2022 | March 2025 | Abandon | 37 | 1 | 0 | No | No |
| 17591864 | EXECUTING AUTOMATED BROWSING SESSIONS | February 2022 | March 2025 | Abandon | 37 | 4 | 0 | Yes | No |
| 17649045 | Automatic Image Conversion | January 2022 | June 2025 | Allow | 40 | 4 | 0 | Yes | No |
| 17585360 | INTERACTIVE GEOSPATIAL MAP AND GEOSPATIAL VISUALIZATION SYSTEMS | January 2022 | February 2025 | Abandon | 36 | 2 | 0 | Yes | No |
| 17582638 | VIRTUAL IMPUTATION LEARNING FOR ONE-SIDED MATERIAL PROPERTIES | January 2022 | June 2025 | Allow | 41 | 1 | 0 | Yes | No |
| 17628910 | COMPUTING DEVICE FOR COMMUNICATING WITH NETWORK SYSTEM COMPRISING PLURALITY OF CAMERAS, AND OPERATING METHOD THEREFOR | January 2022 | December 2024 | Allow | 34 | 2 | 0 | Yes | No |
| 17627528 | METHODS, SYSTEMS, AND APPARATUS FOR ENABLING AND MANAGING QUANTUM NETWORKS | January 2022 | June 2025 | Allow | 41 | 1 | 0 | No | No |
| 17626265 | System and Method for Providing an Artificial Intelligence Control Surface for a User of a Computing Device | January 2022 | May 2025 | Allow | 40 | 4 | 0 | Yes | No |
| 17566312 | INDICATING USER INTERACTIONS ASSOCIATED WITH A DOCUMENT | December 2021 | March 2025 | Allow | 38 | 2 | 0 | Yes | No |
| 17562875 | USING PROPENSITY SCORE MATCHING TO DETERMINE METRIC OF INTEREST FOR UNSAMPLED COMPUTING DEVICES | December 2021 | June 2025 | Allow | 42 | 0 | 0 | No | No |
| 17533645 | HEALTHCARE MONITORING METHOD AND SYSTEM FOR SECURE COMMUNICATION OF PATIENT DATA | November 2021 | April 2025 | Allow | 41 | 1 | 0 | No | No |
| 17508146 | ADAPTIVE ANSWER CONFIDENCE SCORING BY AGENTS IN MULTI-AGENT SYSTEM | October 2021 | March 2025 | Allow | 41 | 1 | 0 | Yes | No |
| 17605275 | Electronic Devices and Methods for Self-Affirmation and Development of Purposeful Behavior | October 2021 | October 2024 | Allow | 36 | 3 | 0 | Yes | No |
| 17507773 | TRANSITION TABLE NETWORKS | October 2021 | June 2025 | Abandon | 44 | 1 | 0 | No | No |
| 17505412 | KERNEL-LEVEL LOAD BALANCING ACROSS NEURAL ENGINES | October 2021 | December 2024 | Allow | 38 | 0 | 0 | No | No |
| 17505349 | TRANSPORT GAIT AND GESTURE INTERPRETATION | October 2021 | May 2025 | Allow | 43 | 1 | 0 | No | No |
| 17499794 | SYSTEM AND METHOD FOR IMPROVING UNDERSTANDING AND DECISION MAKING REGARDING STATISTICAL DATA | October 2021 | May 2025 | Allow | 43 | 4 | 0 | Yes | No |
| 17488844 | DESIGN INTERFACES FOR ASSISTED DEFECT RECOGNITION SYSTEMS | September 2021 | March 2025 | Allow | 42 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2141.
With a 29.1% 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, 24.9% 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.
Art Unit 2141 is part of Group 2140 in Technology Center 2100. This art unit has examined 5,323 patent applications in our dataset, with an overall allowance rate of 63.5%. Applications typically reach final disposition in approximately 44 months.
Art Unit 2141's allowance rate of 63.5% places it in the 18% percentile among all USPTO art units. This art unit has a significantly lower allowance rate than most art units at the USPTO.
Applications in Art Unit 2141 receive an average of 2.74 office actions before reaching final disposition (in the 96% percentile). The median prosecution time is 44 months (in the 3% percentile).
When prosecuting applications in this art unit, consider the following:
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.