Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18766038 | Convolution-Augmented Transformer Models | July 2024 | April 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18661170 | SYSTEM AND METHOD FOR AUTOMATED MULTIUSER INTERFACE CUSTOMIZATION | May 2024 | October 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18484862 | INFORMATION-AWARE GRAPH CONTRASTIVE LEARNING | October 2023 | September 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18484872 | INFORMATION-AWARE GRAPH CONTRASTIVE LEARNING | October 2023 | September 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18484851 | INFORMATION-AWARE GRAPH CONTRASTIVE LEARNING | October 2023 | September 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18459806 | RULE-BASED USER INTERFACE LAYOUT REARRANGEMENT | September 2023 | March 2025 | Abandon | 19 | 2 | 0 | Yes | No |
| 18220785 | Devices, Methods, and Graphical User Interfaces for Manipulating User Interface Objects with Visual and/or Haptic Feedback | July 2023 | March 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18338598 | Quantum-Classical Hybrid Learning System Using Optimal Transport Loss and Parameter Shift Rules | June 2023 | February 2026 | Allow | 32 | 0 | 0 | Yes | No |
| 18207369 | VIRTUAL BUTTONS, METHODS, AND PROGRAM PRODUCTS FOR DYNAMICALLY DISPLAYING GIVEAWAY INFORMATION | June 2023 | September 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18324789 | Notifications and Graphical User Interface for Applications in Folders | May 2023 | August 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18309491 | CROSS-CHANNEL CONFIGURABLE NAVIGATION | April 2023 | September 2024 | Allow | 17 | 0 | 0 | Yes | No |
| 18307836 | BAYESIAN CLASSIFICATION RECOGNITION SYSTEM BASED ON INDUSTRIAL PAAS PLATFORM | April 2023 | February 2026 | Allow | 33 | 0 | 0 | Yes | No |
| 18138382 | METHOD FOR REAL TIME UPDATE OF FLY-THROUGH CAMERA PLACEMENT | April 2023 | January 2024 | Allow | 9 | 0 | 0 | Yes | No |
| 18299895 | GENERATING DYNAMIC USER SPECIFIC APPLICATION FUNCTION SETUP INTERFACES | April 2023 | September 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18299336 | PLATFORM FOR CONSTRUCTING CUSTOM MODELS | April 2023 | July 2025 | Allow | 28 | 3 | 0 | Yes | No |
| 18129022 | VIRTUAL WHITEBOARD PLATFORM HAVING COMPACT USER SELECTION CONTROLS | March 2023 | October 2025 | Allow | 31 | 2 | 0 | No | No |
| 18190953 | SYSTEMS AND METHODS FOR DISPLAYING VEHICLE INFORMATION FOR ON-DEMAND SERVICES | March 2023 | April 2024 | Allow | 13 | 2 | 0 | Yes | No |
| 18186479 | CONFIGURING SUBSCRIPTIONS FOR OBJECTS OF THIRD-PARTY APPLICATIONS INTEGRATED INTO A COMMUNICATION PLATFORM | March 2023 | April 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18114880 | USER INTERFACES FOR MANAGING MEDIA | February 2023 | November 2023 | Allow | 9 | 1 | 0 | No | No |
| 18103411 | LAYERED FUNCTIONAL AND GRAPHICAL USER INTERFACE SYSTEM | January 2023 | December 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 18100128 | CLOUD-BASED SYSTEM FOR SCHEDULING AND RECEIVING A TEXTUAL ALERT MESSAGE AND RECEIVING AN INTELLIGENCE DASHBOARD | January 2023 | July 2024 | Allow | 18 | 0 | 0 | Yes | No |
| 18153750 | PERSONALIZED AVATAR NOTIFICATION | January 2023 | February 2025 | Allow | 25 | 4 | 0 | Yes | No |
| 18151431 | Interactive Display of Data Distributions | January 2023 | May 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18082481 | METHODS AND APPARATUS FOR DYNAMIC APPLICATION DEEPLINKING AT A MOBILE ELECTRONIC DEVICE | December 2022 | March 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18076709 | ENTERPRISE DYNAMIC FORMS WITH ENTERPRISE RESOURCE PROCESSING | December 2022 | May 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 18074377 | TESTING COMPUTER PROGRAM ACCESSIBILITY FOR USERS WITH DISABILITIES, SUCH AS FOR USE WITH MOBILE PHONES | December 2022 | September 2023 | Allow | 9 | 0 | 0 | Yes | No |
| 18072832 | SYSTEM AND METHOD FOR AUTOMATED MULTIUSER INTERFACE CUSTOMIZATION | December 2022 | February 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18059134 | Adjustable Value Selection User Interface Control With Dependent Control | November 2022 | September 2024 | Allow | 22 | 3 | 0 | Yes | No |
| 18057479 | NAVIGATION TAB CONTROL ORGANIZATION AND MANAGEMENT FOR WEB BROWSERS | November 2022 | March 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 17984918 | SYSTEM FOR ASSISTING SEARCHES FOR CODES CORRESPONDING TO ITEMS USING DECISION TREES | November 2022 | September 2025 | Allow | 34 | 2 | 0 | No | Yes |
| 17980355 | WATCH PHONE AND METHOD FOR HANDLING AN INCOMING CALL IN THE WATCH PHONE | November 2022 | February 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 17979655 | DYNAMICALLY ZOOMED GAUGES SYSTEMS AND METHODS | November 2022 | November 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17976174 | METHODS, SYSTEMS, AND MEDIA FOR GENERATING MODIFIED USER ENGAGEMENT SIGNALS BASED ON OBSTRUCTING LAYERS IN A USER INTERFACE | October 2022 | January 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18045759 | AUGMENTED REALITY FOR THE INTERNET OF THINGS | October 2022 | June 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 17935231 | IMAGE TEMPLATE-BASED AR FORM EXPERIENCES | September 2022 | October 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17950934 | PORTABLE MULTIFUNCTION DEVICE WITH ANIMATED USER INTERFACE TRANSITIONS | September 2022 | June 2024 | Allow | 21 | 3 | 0 | Yes | No |
| 17947998 | Multi-Instance User Interface Management | September 2022 | July 2024 | Allow | 22 | 3 | 0 | Yes | No |
| 17947029 | Devices, Methods, and Graphical User Interfaces for Dynamically Adjusting Presentation of Audio Outputs | September 2022 | June 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17877591 | SYSTEM AND METHOD FOR GENERATING USER-SPECIFIC INTERFACES | July 2022 | April 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 17857295 | INFORMATION PROCESSING APPARATUS, CONTROL METHOD, AND STORAGE MEDIUM FOR CONTROLLING A VIRTUAL VIEWPOINT OF A VIRTUAL VIEWPOINT IMAGE | July 2022 | May 2025 | Abandon | 35 | 4 | 0 | Yes | No |
| 17805127 | MAP-BASED GRAPHICAL USER INTERFACE FOR MULTI-TYPE SOCIAL MEDIA GALLERIES | June 2022 | October 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17751843 | METHOD AND APPARATUS FOR PREDICTION BASED ON MODEL PREDICTED VALUES | May 2022 | February 2026 | Abandon | 45 | 1 | 0 | No | No |
| 17664451 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM FOR CANCELING DISABLEMENT OF INPUT RECEPTION OF A TOUCH PANEL | May 2022 | October 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17662468 | RULE-BASED USER INTERFACE LAYOUT REARRANGEMENT | May 2022 | April 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17661026 | SIMULATING TRAINING DATA TO MITIGATE BIASES IN MACHINE LEARNING MODELS | April 2022 | February 2026 | Allow | 46 | 2 | 0 | Yes | No |
| 17728071 | INFORMATION-AWARE GRAPH CONTRASTIVE LEARNING | April 2022 | August 2025 | Allow | 40 | 2 | 0 | Yes | No |
| 17657855 | SYSTEM AND METHOD FOR ANALYZING ELECTRONIC COMMUNICATIONS AND A COLLABORATIVE ELECTRONIC COMMUNICATIONS USER INTERFACE | April 2022 | November 2023 | Allow | 19 | 2 | 0 | Yes | No |
| 17708834 | INTEGRATED MACHINE LEARNING PREDICTION AND OPTIMIZATION FOR DECISION-MAKING | March 2022 | February 2026 | Allow | 46 | 2 | 0 | Yes | No |
| 17698964 | PERSONALIZED DIGITAL MEDIA FILE GENERATION | March 2022 | August 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17642914 | Mapping User Vectors Between Embeddings For A Machine Learning Model for Authorizing Access to Resource | March 2022 | October 2025 | Allow | 43 | 1 | 0 | Yes | No |
| 17686708 | AUTOMATED OPERATING MODE DETECTION FOR A MULTI-MODAL SYSTEM WITH MULTIVARIATE TIME-SERIES DATA | March 2022 | October 2025 | Allow | 44 | 1 | 0 | Yes | No |
| 17677987 | Method, Electronic Device, and Storage Medium for Displaying Shortcut Identification Card And Application Identification Card | February 2022 | May 2024 | Allow | 26 | 5 | 0 | Yes | No |
| 17634233 | METHOD FOR DETERMINING PRESENCE OF A SIGNATURE CONSISTENT WITH A PAIR OF MAJORANA ZERO MODES AND A QUANTUM COMPUTER | February 2022 | November 2025 | Allow | 45 | 1 | 0 | Yes | No |
| 17666495 | Devices, Methods, and Graphical User Interfaces for Manipulating User Interface Objects with Visual and/or Haptic Feedback | February 2022 | March 2023 | Allow | 13 | 0 | 0 | Yes | No |
| 17649496 | WEB BROWSER TAB NAVIGATION DURING VIDEO CONFERENCE SESSION | January 2022 | July 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17573519 | GENERATING INTERACTIVE SESSION CAPTURES THAT CONTINUOUSLY HIGHLIGHT ACTIVE SPEAKERS DURING PLAYBACK | January 2022 | December 2023 | Abandon | 23 | 1 | 1 | No | No |
| 17566208 | METHOD AND SYSTEM FOR INFORMATION PROVIDING INTERFACE BASED ON NEW USER EXPERIENCE | December 2021 | January 2023 | Allow | 12 | 0 | 0 | Yes | No |
| 17646206 | SYSTEM AND METHOD FOR IMPLEMENTING AN ATTENDED AUTOMATION MODULE | December 2021 | June 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17561804 | Quantum-Computer-Based Machine Learning | December 2021 | August 2025 | Allow | 43 | 1 | 0 | Yes | No |
| 17560802 | CROSS-CHANNEL CONFIGURABLE NAVIGATION | December 2021 | February 2023 | Allow | 13 | 0 | 0 | Yes | No |
| 17556954 | Cold-Start Recommendation System Using Shared Neural Item Representations with Fixed Weight Initialization | December 2021 | January 2026 | Allow | 49 | 2 | 0 | Yes | No |
| 17547922 | Assistive Screenshots | December 2021 | April 2024 | Allow | 29 | 3 | 0 | Yes | No |
| 17544112 | SERVER-BASED USER INTERFACE RENDERING | December 2021 | April 2023 | Allow | 16 | 1 | 0 | Yes | No |
| 17539159 | ALGORITHM SELECTOR FOR PROFILING APPLICATION USAGE BASED ON NETWORK SIGNALS | November 2021 | July 2025 | Allow | 43 | 1 | 0 | Yes | No |
| 17456879 | SYSTEMS AND METHODS FOR DISPLAYING VEHICLE INFORMATION FOR ON-DEMAND SERVICES | November 2021 | December 2022 | Allow | 13 | 1 | 0 | Yes | No |
| 17537323 | CUSTOMIZABLE INTENT DRIVEN APPLICATION TRIGGERING SYSTEM | November 2021 | March 2023 | Allow | 16 | 1 | 0 | Yes | No |
| 17528429 | METHOD FOR REAL TIME UPDATE OF FLY-THROUGH CAMERA PLACEMENT | November 2021 | January 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17525237 | METHODS OF OPERATING AN ARTIFICIAL NEURAL NETWORK USING A COMPUTE-IN-MEMORY ACCELERATOR AND A BITWISE ACTIVATION FUNCTION | November 2021 | April 2025 | Allow | 41 | 1 | 0 | Yes | No |
| 17524374 | DYNAMICALLY ENHANCING SUPERVISED LEARNING | November 2021 | June 2025 | Allow | 43 | 1 | 0 | Yes | No |
| 17521204 | ADAPTERS FOR ZERO-SHOT MULTILINGUAL NEURAL MACHINE TRANSLATION | November 2021 | December 2025 | Allow | 49 | 1 | 1 | Yes | No |
| 17519466 | ENSURING THAT COMPUTER PROGRAMS ARE ACCESSIBLE TO USERS WITH DISABILITIES, SUCH AS FOR USE WITH MOBILE PHONES | November 2021 | September 2022 | Allow | 10 | 1 | 0 | Yes | No |
| 17515407 | Machine Learning and Security Classification of User Accounts | October 2021 | June 2022 | Allow | 8 | 0 | 0 | Yes | No |
| 17603207 | MODEL LEARNING APPARATUS, DATA ANALYSIS APPARATUS, MODEL LEARNING METHOD AND PROGRAM FOR CONTINUOUS ANALYSIS OF LOG DATA | October 2021 | September 2025 | Abandon | 48 | 2 | 0 | No | No |
| 17602804 | SINGLE-LAYERED LINEAR NEURAL NETWORK BASED ON CELL SYNAPSE STRUCTURE | October 2021 | April 2025 | Allow | 42 | 1 | 0 | Yes | No |
| 17449892 | SYSTEM AND METHOD FOR AUTO BINDING GRAPHICS TO COMPONENTS IN A BUILDING MANAGEMENT SYSTEM | October 2021 | July 2023 | Allow | 22 | 2 | 0 | Yes | No |
| 17482479 | PERCEPTRON-BASED EMG PROCESSOR FOR NEUROPATHY AND MYOPATHY DIAGNOSIS | September 2021 | November 2025 | Allow | 50 | 3 | 0 | Yes | No |
| 17464973 | COST EFFICIENT METHOD FOR COMMUNICATING FROM AN APPLIANCE TO AN EXTERNAL DEVICE | September 2021 | December 2022 | Allow | 16 | 2 | 0 | Yes | No |
| 17462137 | METHOD AND APPARATUS FOR DISPLAYING TASK PICTURES | August 2021 | June 2023 | Abandon | 21 | 2 | 0 | No | No |
| 17407085 | PARAMETERIZED ACTIVATION FUNCTIONS TO ADJUST MODEL LINEARITY | August 2021 | January 2026 | Allow | 53 | 4 | 0 | No | No |
| 17405980 | SYSTEM FOR ASSISTING SEARCHES FOR CODES CORRESPONDING TO ITEMS USING DECISION TREES | August 2021 | August 2022 | Allow | 12 | 1 | 0 | Yes | No |
| 17430647 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD FOR DIVIDING DISPLAY SCREEN FOR DISPLAY OF PLURALITY OF APPLICATIONS | August 2021 | June 2023 | Allow | 22 | 2 | 0 | Yes | No |
| 17389237 | FORWARD COMPATIBLE MODEL TRAINING | July 2021 | October 2025 | Abandon | 50 | 2 | 0 | Yes | No |
| 17386719 | AVERAGE TREATMENT EFFECT FOR PAIRED DATA | July 2021 | February 2026 | Allow | 55 | 3 | 0 | Yes | No |
| 17382113 | METHOD FOR CONTROLLING DISPLAY POSITION OF LIST ITEMS WITHIN A VIEWPORT, ELECTRONIC DEVICE, AND STORAGE MEDIUM | July 2021 | March 2023 | Allow | 20 | 2 | 0 | Yes | No |
| 17375908 | INTELLIGENT TASK COMPLETION DETECTION AT A COMPUTING DEVICE | July 2021 | July 2023 | Allow | 24 | 1 | 0 | Yes | No |
| 17368955 | METHOD AND SYSTEM FOR PROVIDING VIRTUAL SERVICES | July 2021 | December 2022 | Allow | 18 | 1 | 0 | Yes | No |
| 17365423 | SYSTEMS AND METHODS TO CONFIGURE DEFAULTS BASED ON A MODEL | July 2021 | November 2025 | Allow | 52 | 2 | 0 | Yes | No |
| 17363606 | SYSTEMS AND COMPUTER IMPLEMENTED METHODS FOR INTEGRATING SOFTWARE PLATFORMS | June 2021 | December 2022 | Allow | 17 | 1 | 0 | Yes | No |
| 17350148 | Information Processing Terminal, Audio System, and Information Processing Method for Assigning Audio Processing Parameter to a Plurality of Input/Output Terminals | June 2021 | October 2022 | Allow | 16 | 1 | 0 | Yes | No |
| 17414675 | Method and device for optimized operation of a machine learning model with a data stack for a driving assistance function of a vehicle | June 2021 | December 2024 | Allow | 42 | 1 | 0 | Yes | No |
| 17347563 | EXECUTION OF SEGMENTED MACHINE LEARNING MODELS | June 2021 | April 2025 | Allow | 46 | 1 | 0 | Yes | No |
| 17343569 | PERSONALIZED AVATAR NOTIFICATION | June 2021 | September 2022 | Allow | 15 | 1 | 0 | Yes | No |
| 17331067 | EVALUATING A CONTRIBUTION OF PARTICIPANTS IN FEDERATED LEARNING | May 2021 | February 2025 | Abandon | 45 | 2 | 0 | Yes | No |
| 17326276 | COMPUTATIONALLY CUSTOMIZING INSTRUCTIONAL CONTENT | May 2021 | May 2023 | Allow | 24 | 1 | 0 | Yes | No |
| 17321666 | INTELLIGENT USER INTERFACE AND APPLICATION RENDERING | May 2021 | November 2022 | Allow | 18 | 1 | 0 | Yes | No |
| 17317926 | METHOD AND A SYSTEM FOR APPLYING MACHINE LEARNING TO AN APPLICATION | May 2021 | October 2025 | Allow | 53 | 2 | 0 | Yes | No |
| 17246334 | USER INTERFACE FOR SUMMARIZING DATA TO GENERATE PREVIEWS OF METRIC DATA | April 2021 | January 2023 | Allow | 21 | 2 | 0 | Yes | No |
| 17241360 | METHOD AND APPARATUS FOR SEARCHING FOR A DATA PATTERN | April 2021 | January 2025 | Abandon | 45 | 1 | 0 | No | No |
| 17302187 | PARALLEL CROSS VALIDATION IN COLLABORATIVE MACHINE LEARNING | April 2021 | February 2025 | Allow | 46 | 2 | 0 | Yes | No |
| 17233410 | PROCESSING OF LEARNING DATA SETS INCLUDING NOISY LABELS FOR CLASSIFIERS | April 2021 | October 2024 | Allow | 42 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHEN, KUANG FU.
With a 14.3% 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, 33.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner CHEN, KUANG FU works in Art Unit 2143 and has examined 211 patent applications in our dataset. With an allowance rate of 78.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 35 months.
Examiner CHEN, KUANG FU's allowance rate of 78.7% places them in the 47% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by CHEN, KUANG FU receive 2.32 office actions before reaching final disposition. This places the examiner in the 66% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by CHEN, KUANG FU is 35 months. This places the examiner in the 39% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +69.5% benefit to allowance rate for applications examined by CHEN, KUANG FU. This interview benefit is in the 98% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.
When applicants file an RCE with this examiner, 32.5% of applications are subsequently allowed. This success rate is in the 69% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.
This examiner enters after-final amendments leading to allowance in 7.0% of cases where such amendments are filed. This entry rate is in the 7% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.
When applicants request a pre-appeal conference (PAC) with this examiner, 80.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 62% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 56.2% of appeals filed. This is in the 28% percentile among all examiners. Of these withdrawals, 44.4% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 22.2% are granted (fully or in part). This grant rate is in the 11% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 10% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 11% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
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.