Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18663281 | INFORMATION PROCESSING DEVICE | May 2024 | February 2026 | Allow | 21 | 0 | 0 | No | No |
| 18662342 | SYSTEMS AND METHODS FOR WIRELESS SIGNAL CONFIGURATION BY A NEURAL NETWORK | May 2024 | October 2025 | Allow | 18 | 2 | 0 | No | No |
| 18642402 | CAPTCHA AUTOMATED ASSISTANT | April 2024 | August 2025 | Abandon | 16 | 1 | 0 | Yes | No |
| 18583164 | MACHINE LEARNING MODELS FOR AUTOMATED PROCESSING OF TRANSCRIPTION DATABASE ENTRIES | February 2024 | July 2025 | Allow | 16 | 1 | 0 | No | No |
| 18424795 | SOURCE CLASSIFICATION USING HDMI AUDIO METADATA | January 2024 | January 2025 | Allow | 12 | 1 | 0 | No | No |
| 18422990 | DYNAMIC CONFIGURATION OF A FLEXIBLE ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING PHY TRANSPORT DATA FRAME PREAMBLE | January 2024 | March 2025 | Abandon | 14 | 1 | 0 | No | No |
| 18572759 | METHOD, DEVICE, AND APPARATUS FOR VERIFYING VERACITY OF STATEMENT, AND MEDIUM | December 2023 | March 2026 | Allow | 27 | 1 | 0 | No | No |
| 18534381 | SYSTEMS AND METHODS FOR IMPLEMENTING PERMISSION BYPASS FOR LARGE LANGUAGE MODELS | December 2023 | March 2026 | Allow | 27 | 1 | 0 | No | No |
| 18532426 | LLM LATENCY REDUCTION VIA BRIDGING MULTIPLE LLMS OF DIFFERING SIZES | December 2023 | August 2025 | Allow | 20 | 0 | 0 | No | No |
| 18522709 | METHOD AND DEVICE FOR STEPWISE PURIFICATION OF SENTENCES WITH GENERATIVE ARTIFICIAL INTELLIGENCE | November 2023 | February 2026 | Allow | 26 | 1 | 0 | No | No |
| 18386335 | METHODS AND SYSTEMS FOR ENHANCED SEARCHING OF CONVERSATION DATA AND RELATED ANALYTICS IN A CONTACT CENTER | November 2023 | August 2025 | Allow | 22 | 0 | 0 | No | No |
| 18499077 | SECURE COMPLETE PHRASE UTTERANCE RECOMMENDATION SYSTEM | October 2023 | January 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18493770 | RESIDUAL ADAPTERS FOR FEW-SHOT TEXT-TO-SPEECH SPEAKER ADAPTATION | October 2023 | November 2025 | Allow | 25 | 1 | 0 | No | No |
| 18381162 | Identifying Intent in Visual Analytical Conversations | October 2023 | September 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18479910 | NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING DEVICE | October 2023 | January 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18371289 | SYSTEMS AND METHODS FOR TRAINING ARTIFICIAL NEURAL NETWORKS | September 2023 | March 2026 | Allow | 29 | 2 | 0 | Yes | No |
| 18463509 | COMPUTER-IMPLEMENTED CONTRACT RISK ASSESSMENT PLATFORM LEVERAGING TRANSFORMERS | September 2023 | February 2026 | Allow | 29 | 1 | 0 | No | No |
| 18280181 | LEARNING APPARATUS, LEARNING METHOD AND PROGRAM | September 2023 | March 2026 | Allow | 30 | 2 | 0 | Yes | No |
| 18460031 | ACCURACY OF STREAMING RNN TRANSDUCER | September 2023 | February 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18239619 | SYSTEMS AND METHODS FOR IDENTIFYING USERS BASED ON VOICE DATA AND MEDIA CONSUMPTION DATA | August 2023 | June 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18239455 | MACHINE LEARNING-BASED LITERATURE SEARCH AND RETRIEVAL AND RELATED MACHINE LEARNING MODEL TRAINING METHODS | August 2023 | November 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18454559 | LARGE LANGUAGE MODEL SUMMARIZATION | August 2023 | June 2025 | Allow | 22 | 0 | 0 | No | No |
| 18453427 | END-TO-END NEURAL WORD ALIGNMENT PROCESS OF SUGGESTING FORMATTING IN MACHINE TRANSLATIONS | August 2023 | December 2024 | Allow | 16 | 1 | 0 | No | No |
| 18451485 | Modality Selection For Responding To Prompts | August 2023 | October 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18449291 | MULTILINGUAL SEMANTIC SEARCH UTILIZING META-DISTILLATION LEARNING | August 2023 | October 2025 | Allow | 26 | 1 | 0 | No | No |
| 18229504 | AI HALLUCINATION AND JAILBREAKING PREVENTION FRAMEWORK | August 2023 | July 2025 | Allow | 23 | 1 | 0 | No | No |
| 18358225 | LARGE LANGUAGE MODELS FOR EXTRACTING CONVERSATIONAL-STYLE EXPLANATIONS FOR ENTITY MATCHES | July 2023 | November 2025 | Allow | 28 | 1 | 0 | No | No |
| 18354247 | Method for Filtering and Semi-Automatically Labeling Training Data | July 2023 | September 2025 | Allow | 26 | 1 | 0 | No | No |
| 18217745 | TRAINING A SOUND EFFECT RECOMMENDATION NETWORK | July 2023 | February 2025 | Allow | 20 | 1 | 0 | No | No |
| 18343389 | DIALOGUE STATE AWARE DIALOGUE SUMMARIZATION | June 2023 | December 2025 | Allow | 30 | 2 | 0 | Yes | No |
| 18212838 | RESEARCH ACTIVITIES THROUGH CONVERSATIONAL USER EXPERIENCE USING MULTI-MODAL LARGE PRETRAINED MODELS | June 2023 | August 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18210731 | MULTI-TASK NEURAL NETWORK FOR TOXICITY DETECTION | June 2023 | May 2025 | Allow | 23 | 0 | 0 | Yes | No |
| 18210511 | LARGE LANGUAGE MODEL OUTPUT GENERATION USING DATA GRAPHS | June 2023 | January 2026 | Allow | 31 | 0 | 1 | Yes | No |
| 18255412 | PROCESSING METHOD AND APPARATUS FOR NOTIFICATION MESSAGE, AND SMART WEARABLE DEVICE | June 2023 | January 2026 | Allow | 32 | 2 | 0 | No | No |
| 18253829 | ALIGNMENT APPARATUS, LEARNING APPARATUS, ALIGNMENT METHOD, LEARNING METHOD AND PROGRAM | May 2023 | November 2025 | Abandon | 30 | 1 | 0 | No | No |
| 18318315 | MULTI-LINGUAL NATURAL LANGUAGE GENERATION | May 2023 | August 2025 | Allow | 27 | 0 | 0 | No | No |
| 18316969 | SYSTEMS AND METHODS FOR IN-CONTEXT LEARNING USING SMALL-SCALE LANGUAGE MODELS | May 2023 | November 2025 | Allow | 30 | 1 | 0 | No | No |
| 18305456 | SYNTHETIC SPEECH PROCESSING | April 2023 | December 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 18303313 | SYSTEMS AND METHODS FOR UNSUPERVISED TRAINING IN TEXT RETRIEVAL TASKS | April 2023 | October 2025 | Allow | 30 | 1 | 0 | No | No |
| 18032146 | A STREAMING, LIGHTWEIGHT AND HIGH-QUALITY DEVICE NEURAL TTS SYSTEM | April 2023 | September 2025 | Allow | 29 | 1 | 0 | No | No |
| 18301105 | ARTIFICIAL INTELLIGENCE BASED LOG MASK PREDICTION FOR COMMUNICATIONS SYSTEM TESTING | April 2023 | September 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18298932 | AUDIO STREAMS IN MIXED VOICE CHAT IN A VIRTUAL ENVIRONMENT | April 2023 | May 2025 | Allow | 25 | 0 | 0 | No | No |
| 18189594 | System and Method for Analyzing Trends in a Categorical Dataset Using Semantic Infusion | March 2023 | September 2025 | Allow | 30 | 1 | 0 | No | No |
| 18125613 | SYSTEM(S) AND METHOD(S) TO REDUCE A TRANSFERABLE SIZE OF LANGUAGE MODEL(S) TO ENABLE DECENTRALIZED LEARNING THEREOF | March 2023 | September 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18184783 | GUIDANCE QUERY FOR CACHE SYSTEM | March 2023 | December 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 18181895 | Automatic Hotword Threshold Tuning | March 2023 | December 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 18104047 | MACHINE LEARNING-BASED KEY GENERATION FOR KEY-GUIDED AUDIO SIGNAL TRANSFORMATION | January 2023 | November 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 18017570 | SPEECH SYNTHESIS METHOD, APPARATUS, READABLE MEDIUM, AND ELECTRONIC DEVICE | January 2023 | July 2025 | Allow | 29 | 1 | 0 | No | No |
| 18078554 | COMPUTER-IMPLEMENTED MULTISCALE MULTIMODAL TRANSFORMER FOR MULTIMODAL ACTION RECOGNITION | December 2022 | September 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17994726 | QA TV-MAKING MILLIONS OF CHARACTERS ALIVE | November 2022 | July 2025 | Allow | 32 | 1 | 0 | No | No |
| 17992884 | METHOD OF RECOGNIZING ADDRESS, ELECTRONIC DEVICE AND STORAGE MEDIUM | November 2022 | September 2025 | Abandon | 33 | 1 | 0 | No | No |
| 17989323 | METHOD AND APPARATUS FOR DRIVING DIGITAL HUMAN, AND ELECTRONIC DEVICE | November 2022 | January 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18055947 | METHOD FOR PROCESSING QUESTION, ELECTRONIC DEVICE AND STORAGE MEDIUM | November 2022 | June 2025 | Allow | 31 | 1 | 0 | No | No |
| 17925472 | Delivery of Compatible Supplementary Content via a Digital Assistant | November 2022 | February 2026 | Allow | 39 | 3 | 0 | Yes | No |
| 17987439 | SYSTEM AND METHOD FOR HYBRID GENERATION OF TEXT FROM AUDIO | November 2022 | July 2025 | Abandon | 32 | 1 | 0 | No | No |
| 17983660 | FAST AND EFFICIENT TEXT ONLY ADAPTATION FOR FACTORIZED NEURAL TRANSDUCER | November 2022 | March 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17982648 | METHOD OF RECOMMENDING PRECEDING EDUCATIONAL CONTENT AND EDUCATIONAL CONTENT RECOMMENDATION DEVICE FOR RECOMMENDING PRECEDING EDUCATIONAL CONTENT | November 2022 | April 2025 | Allow | 29 | 1 | 0 | No | No |
| 17895292 | METHOD FOR IDENTIFYING AN AUDIO SIGNAL | August 2022 | February 2025 | Allow | 30 | 1 | 0 | No | No |
| 17868337 | INFORMATION HANDLING SYSTEM PERIPHERAL TEXT-TO-SPEECH SOLUTION WITH AUTOMATIC VOLUME ATTENUATION | July 2022 | August 2025 | Allow | 37 | 2 | 0 | Yes | No |
| 17829971 | CENTRALIZED FEEDBACK SERVICE FOR PERFORMANCE OF VIRTUAL ASSISTANT | June 2022 | January 2025 | Abandon | 31 | 2 | 0 | Yes | No |
| 17663225 | AUDIO PLAYING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | May 2022 | August 2025 | Allow | 39 | 3 | 0 | No | No |
| 17668074 | METHOD FOR DETECTING VOICE SPLICING POINTS AND STORAGE MEDIUM | February 2022 | June 2022 | Allow | 5 | 0 | 0 | No | No |
| 17544570 | Self-Adaptive Distillation | December 2021 | July 2025 | Allow | 43 | 1 | 0 | Yes | No |
| 17534969 | ELECTRONIC DEVICE AND CONTROL METHOD THEREOF | November 2021 | December 2024 | Allow | 36 | 3 | 0 | Yes | No |
| 17304202 | Multilingual Grammatical Error Correction | June 2021 | January 2026 | Allow | 55 | 4 | 0 | No | Yes |
| 17315890 | System and Method for Multi-Microphone Automated Clinical Documentation | May 2021 | September 2022 | Allow | 16 | 4 | 0 | Yes | No |
| 17194581 | Media Presentation Device with Voice Command Feature | March 2021 | February 2023 | Allow | 23 | 1 | 0 | No | No |
| 17085609 | VOICEPRINT RECOGNITION METHOD, MODEL TRAINING METHOD, AND SERVER | October 2020 | September 2022 | Allow | 22 | 1 | 0 | Yes | No |
| 17071064 | VOICE ACTIVATION USING A LASER LISTENER | October 2020 | December 2022 | Allow | 26 | 1 | 0 | No | No |
| 17008019 | METHOD FOR REPORTING CHANNEL STATE INFORMATION IN WIRELESS COMMUNICATION SYSTEM AND APPARATUS THEREFOR | August 2020 | July 2022 | Allow | 22 | 1 | 0 | No | No |
| 17000473 | ULTRA COMPACT MULTI-BAND TRANSMITTER WITH ROBUST AM-PM DISTORTION SELF-SUPPRESSION TECHNIQUES | August 2020 | April 2022 | Allow | 20 | 1 | 0 | No | No |
| 16940014 | MAGNETIC DETECTION OF REPLAY ATTACK | July 2020 | July 2021 | Allow | 12 | 2 | 0 | No | No |
| 16932755 | Distributed Radio System | July 2020 | November 2022 | Allow | 28 | 2 | 0 | Yes | No |
| 16898278 | Automatic Hotword Threshold Tuning | June 2020 | November 2022 | Allow | 29 | 1 | 0 | Yes | No |
| 16769345 | METHODS, APPARATUSES AND COMPUTER PROGRAMS RELATING TO SPATIAL AUDIO | June 2020 | December 2022 | Allow | 31 | 2 | 0 | No | No |
| 16891819 | DATA-DRIVEN STRUCTURE EXTRACTION FROM TEXT DOCUMENTS | June 2020 | January 2023 | Allow | 32 | 0 | 1 | No | No |
| 16881735 | SIGNAL PROCESSING SYSTEM AND A METHOD OF DETERMINING NOISE REDUCTION AND COMPENSATION THEREOF | May 2020 | May 2022 | Allow | 24 | 1 | 0 | Yes | No |
| 16880070 | TIME ALIGNMENT MEASUREMENT FOR HYBRID HD RADIO? TECHNOLO | May 2020 | May 2021 | Allow | 11 | 2 | 0 | No | No |
| 16878464 | TEXT AUTOCOMPLETE USING PUNCTUATION MARKS | May 2020 | September 2022 | Allow | 28 | 1 | 0 | No | No |
| 15931676 | STORAGE MEDIUM, CONTROL DEVICE, AND CONTROL METHOD | May 2020 | January 2023 | Abandon | 32 | 4 | 0 | No | No |
| 15931946 | ELECTRONIC APPARATUS AND METHOD FOR CONTROLLING THEREOF | May 2020 | April 2022 | Allow | 23 | 1 | 0 | No | No |
| 15931856 | METHOD, APPARATUS, ELECTRONIC DEVICE, AND COMPUTER READABLE STORAGE MEDIUM FOR VOICE TRANSLATION | May 2020 | March 2022 | Allow | 22 | 1 | 0 | No | No |
| 15931788 | GENERATING AND USING TEXT-TO-SPEECH DATA FOR SPEECH RECOGNITION MODELS | May 2020 | October 2022 | Allow | 29 | 2 | 0 | Yes | No |
| 15931754 | VEHICLE CONTROL DEVICE AND VEHICLE TRAVEL CONTROL SYSTEM | May 2020 | October 2021 | Allow | 17 | 2 | 0 | Yes | No |
| 15931455 | MODEL TRAINING SYSTEM FOR CUSTOM SPEECH-TO-TEXT MODELS | May 2020 | September 2022 | Allow | 28 | 2 | 0 | No | No |
| 15931343 | SYSTEM TO CHARACTERIZE VOCAL PRESENTATION | May 2020 | March 2022 | Allow | 22 | 1 | 0 | Yes | No |
| 15931373 | Monotone Speech Detection | May 2020 | August 2021 | Allow | 15 | 2 | 0 | Yes | No |
| 16869903 | SYSTEMS AND METHODS FOR GENERATING NATURAL LANGUAGE PROCESSING TRAINING SAMPLES WITH INFLECTIONAL PERTURBATIONS | May 2020 | October 2021 | Allow | 17 | 0 | 0 | No | No |
| 16761318 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER-READABLE RECORDING MEDIUM | May 2020 | April 2022 | Allow | 24 | 0 | 0 | Yes | No |
| 16863639 | SOURCE CLASSIFICATION USING HDMI AUDIO METADATA | April 2020 | April 2022 | Allow | 23 | 0 | 0 | No | No |
| 16863591 | USING A PREDICTIVE MODEL TO AUTOMATICALLY ENHANCE AUDIO HAVING VARIOUS AUDIO QUALITY ISSUES | April 2020 | August 2022 | Allow | 28 | 0 | 0 | Yes | No |
| 16759384 | METHOD AND APPARATUS FOR ESTABLISHING VOICEPRINT MODEL, COMPUTER DEVICE, AND STORAGE MEDIUM | April 2020 | February 2022 | Allow | 21 | 1 | 0 | No | No |
| 16855583 | KEYWORD EXTRACTION METHOD, KEYWORD EXTRACTION DEVICE AND COMPUTER-READABLE STORAGE MEDIUM | April 2020 | February 2023 | Abandon | 34 | 2 | 0 | Yes | No |
| 16848499 | SELF-SUPERVISED AI-ASSISTED SOUND EFFECT GENERATION FOR SILENT VIDEO USING MULTIMODAL CLUSTERING | April 2020 | November 2022 | Allow | 31 | 1 | 0 | No | No |
| 16843595 | SPEAKER RECOGNIZING METHOD, SPEAKER RECOGNIZING APPARATUS, RECORDING MEDIUM RECORDING SPEAKER RECOGNIZING PROGRAM, DATABASE MAKING METHOD, DATABASE MAKING APPARATUS, AND RECORDING MEDIUM RECORDING DATABASE MAKING PROGRAM | April 2020 | February 2022 | Allow | 22 | 1 | 1 | No | No |
| 16836850 | METHOD AND APPARATUS FOR AUTOMATIC SPEAKER DIARIZATION | March 2020 | February 2022 | Allow | 23 | 1 | 0 | Yes | No |
| 16807422 | SYSTEMS AND METHODS FOR INTERPRETING A NATURAL LANGUAGE SEARCH QUERY USING A NEURAL NETWORK | March 2020 | October 2022 | Abandon | 31 | 2 | 0 | No | No |
| 16806139 | SYSTEM AND METHOD OF DETERMINING IF AN INFORMATION HANDLING SYSTEM PRODUCES ONE OR MORE AUDIO GLITCHES | March 2020 | April 2022 | Allow | 25 | 1 | 0 | No | No |
| 16804276 | METHOD AND SYSTEM FOR PROCESSING UNCLEAR INTENT QUERY IN CONVERSATION SYSTEM | February 2020 | May 2022 | Allow | 27 | 1 | 0 | No | No |
| 16789488 | MEDIA COMPOSITION WITH PHONETIC MATCHING AND WAVEFORM ALIGNMENT | February 2020 | December 2021 | Allow | 22 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner WONG, LINDA.
With a 66.7% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.
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, 42.9% 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 show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner WONG, LINDA works in Art Unit 2655 and has examined 105 patent applications in our dataset. With an allowance rate of 94.3%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 31 months.
Examiner WONG, LINDA's allowance rate of 94.3% places them in the 82% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by WONG, LINDA receive 2.08 office actions before reaching final disposition. This places the examiner in the 55% 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 WONG, LINDA is 31 months. This places the examiner in the 55% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +4.4% benefit to allowance rate for applications examined by WONG, LINDA. This interview benefit is in the 28% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 23.3% of applications are subsequently allowed. This success rate is in the 32% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 50.0% of cases where such amendments are filed. This entry rate is in the 75% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.
When applicants request a pre-appeal conference (PAC) with this examiner, 75.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 60% 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 64.7% of appeals filed. This is in the 45% percentile among all examiners. Of these withdrawals, 45.5% 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, 33.3% are granted (fully or in part). This grant rate is in the 21% 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 1.0% of allowed cases (in the 67% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).
Quayle Actions: This examiner issues Ex Parte Quayle actions in 8.1% of allowed cases (in the 86% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.
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.