Prosecution Insights
Prosecution Insights
91 pending office actions • 1 client • 78 examiners • 36 art units • 20 of 91 (22%) have an AI response strategy ready • 212 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 25 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 25 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 4 (4%) |
| §103 only | 45 (49%) |
| §102 only | 5 (5%) |
| §112 only | 1 (1%) |
| Double-patenting only | 8 (9%) |
| Double-patenting + other | 1 (1%) |
| No statute on record | 27 (30%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| SIDDO, IBRAHIM | 3 | 84.1% | +12.9% |
| KIM, JONATHAN C | 3 | 73.4% | +39.2% |
| COLUCCI, MICHAEL C | 3 | 75.8% | +15.2% |
| ADESANYA, OLUJIMI A | 2 | 65.9% | +26.1% |
| NGUYEN, PHUOC H | 2 | 86.2% | +14.2% |
| NEWAY, SAMUEL G | 2 | 75.2% | +7.5% |
| ARMSTRONG, ANGELA A | 2 | 74.2% | +8.0% |
| CHAVEZ, RODRIGO A | 2 | 51.7% | +38.2% |
| HUTCHESON, CODY DOUGLAS | 2 | 64.3% | +52.3% |
| MCCORD, PAUL C | 2 | 69.1% | +26.2% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19029691 | UTILIZING PRE-EVENT AND POST-EVENT INPUT STREAMS TO ENGAGE AN AUTOMATED ASSISTANT | SIDDO, IBRAHIM | — |
| 19000935 | TRANSLATION OF TEXT DEPICTED IN IMAGES | SIDDO, IBRAHIM | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18761117 | USER MEDIATION FOR HOTWORD/KEYWORD DETECTION | KAZEMINEZHAD, FARZAD | 44d overdue |
| 18103255 | Location-Based Mode(s) For Biasing Provisioning Of Content When An Automated Assistant Is Responding To Condensed Natural Language Inputs | SHECHTMAN, CHERYL MARIA | 44d overdue |
| 19029662 | PROACTIVE ENVIRONMENT-BASED CHAT INFORMATION SYSTEM | NGUYEN, PHUOC H | 84d |
| 18927101 | INFERRING SEMANTIC LABEL(S) FOR ASSISTANT DEVICE(S) BASED ON DEVICE-SPECIFIC SIGNAL(S) | NGUYEN, PHUOC H | — |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18592066 | PERSONAL AGENT USING VISION TRANSFORMER | HUTCHESON, CODY DOUGLAS | 31d overdue |
| 17541995 | AUTOMATICALLY ADAPTING AUDIO DATA BASED ASSISTANT PROCESSING | CHAVEZ, RODRIGO A | 30d overdue |
| 18537585 | SYSTEM(S) AND METHOD(S) FOR UTILIZING GENERATIVE MODEL(S) TO GENERATE A PERSONALIZED INTERACTIVE SUMMARY OF CONTENT THAT IS INTERACTIVE | MCCORD, PAUL C | 24d overdue |
| 18814060 | SUPPLEMENTING VOICE INPUTS TO AN AUTOMATED ASSISTANT ACCORDING TO SELECTED SUGGESTIONS | KIM, JONATHAN C | 14d |
| 18337168 | SIMULTANEOUS AND MULTIMODAL RENDERING OF ABRIDGED AND NON-ABRIDGED TRANSLATIONS | HUTCHESON, CODY DOUGLAS | 63d |
| 19029662 | PROACTIVE ENVIRONMENT-BASED CHAT INFORMATION SYSTEM | NGUYEN, PHUOC H | 84d |
| 18481803 | PROMPT COMPLEXITY FOR LARGE LANGUAGE MODELS | MCCORD, PAUL C | 84d |
| 19195381 | ENABLING NATURAL CONVERSATIONS FOR AN AUTOMATED ASSISTANT | ADESANYA, OLUJIMI A | — |
| Client (Assignee) | Pending OAs |
|---|---|
| 91 |
| Art Unit | Apps |
|---|---|
| 2658 | 7 |
| 2657 | 5 |
| 2659 | 5 |
| 2655 | 4 |
| 2164 | 3 |
| 2654 | 2 |
| 2693 | 2 |
| 2159 | 2 |
| 2154 | 2 |
| 2165 | 2 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19242381 | Untitled | Google LLC | LEWIS, CHERYL RENEA | 2166 | — | Non-Final OA | — | Pending | |
| 19261953 | Untitled | Google LLC | NGUYEN, KIM T | — | Non-Final OA | — | Pending | ||
| 18972181 | Untitled | Google LLC | BAKER, IRENE H | — | Non-Final OA | — | Pending | ||
| 18972267 | Untitled | Google LLC | UDDIN, MOHAMMED R | — | Final Rejection | — | Pending | ||
| 18969810 | Untitled | Google LLC | OCHSNER, ISABELLA PAIGE | — | Non-Final OA | — | Pending | ||
| 18965368 | Untitled | Google LLC | COBB, MICHAEL J | — | Non-Final OA | — | Pending | ||
| 18799617 | Untitled | Google LLC | MUELLER, PAUL JOSEPH | 2657 | — | Non-Final OA | — | Pending | |
| 18908335 | Untitled | Google LLC | SHAIKH, ZEESHAN MAHMOOD | 2658 | — | Non-Final OA | — | Pending | |
| 18802488 | Untitled | Google LLC | MCLEAN, IAN SCOTT | 2654 | — | Non-Final OA | — | Pending | |
| 18708464 | Untitled | Google LLC | WOO, STELLA L | 2693 | — | Non-Final OA | — | Pending | |
| 19195381 | ENABLING NATURAL CONVERSATIONS FOR AN AUTOMATED ASSISTANT | Google LLC | ADESANYA, OLUJIMI A | 2658 | — | Non-Final OA | — | Pending | Apr 30, 2025 |
| 19193386 | SIMULATION OF AUTOMATED TELEPHONE CALL(S) | Google LLC | KEEHN, RICHARD G | DP | Non-Final OA | — | Pending | Apr 29, 2025 | |
| 19191841 | UNIFIED MESSAGE SEARCH | Google LLC | CORRIELUS, JEAN M | 2159 | DPOther | Non-Final OA | 65d | Pending | Apr 28, 2025 |
| 19068875 | ACTIONABLE SUGGESTIONS FOR MEDIA CONTENT | Google LLC | KUDDUS, DANIEL A | 2154 | §103 | Final Rejection | — | Pending | Mar 03, 2025 |
| 19046181 | METHOD(S) AND SYSTEM(S) FOR UTILIZING AN INDEPENDENT SERVER TO FACILITATE SECURE EXCHANGE OF DATA | Google LLC | ABRISHAMKAR, KAVEH | — | Non-Final OA | — | Pending | Feb 05, 2025 | |
| 19034237 | Multistage Reasoning System for Processing a Query for a Video | Google LLC | SHARPLESS, SAMUEL | 2165 | §103 | Final Rejection | — | Pending | Jan 22, 2025 |
| 19029691 | UTILIZING PRE-EVENT AND POST-EVENT INPUT STREAMS TO ENGAGE AN AUTOMATED ASSISTANT | Google LLC | SIDDO, IBRAHIM | DP | Non-Final OA | — | Pending | Jan 17, 2025 | |
| 19029556 | EFFICIENT AND LOW LATENCY AUTOMATED ASSISTANT CONTROL OF SMART DEVICES | Google LLC | AZAD, ABUL K | DP | Non-Final OA | — | Pending | Jan 17, 2025 | |
| 19029662 | PROACTIVE ENVIRONMENT-BASED CHAT INFORMATION SYSTEM | Google LLC | NGUYEN, PHUOC H | 2447 | §101 | Non-Final OA | 84d | Pending | Jan 17, 2025 |
| 19025706 | ASSISTIVE BROWSING USING CONTEXT | Google LLC | LY, CHEYNE D | 2152 | §102 | Non-Final OA | 56d | Pending | Jan 16, 2025 |
| 19025551 | DEEP REINFORCEMENT LEARNING FOR ROBOTIC MANIPULATION | Google LLC | MANCHO, RONNIE M | 3657 | — | Non-Final OA | — | Pending | Jan 16, 2025 |
| 19011243 | DETECTING CONVERSATIONS WITH COMPUTING DEVICES | Google LLC | NEWAY, SAMUEL G | DP | Non-Final OA | — | Pending | Jan 06, 2025 | |
| 19000935 | TRANSLATION OF TEXT DEPICTED IN IMAGES | Google LLC | SIDDO, IBRAHIM | §103 | Non-Final OA | — | Pending | Dec 24, 2024 | |
| 18991928 | SIMULTANEOUS ACOUSTIC EVENT DETECTION ACROSS MULTIPLE ASSISTANT DEVICES | Google LLC | SERROU, ABDELALI | §103 | Non-Final OA | — | Pending | Dec 23, 2024 | |
| 18991867 | SENDING MESSAGES FROM SMART SPEAKERS AND SMART DISPLAYS VIA SMARTPHONES | Google LLC | GRIJALVA LOBOS, BORIS D | 2446 | DP | Non-Final OA | — | Pending | Dec 23, 2024 |
| 18999808 | DIRECTING A VEHICLE CLIENT DEVICE TO USE ON-DEVICE FUNCTIONALITY | Google LLC | ARMSTRONG, ANGELA A | §102 | Non-Final OA | — | Pending | Dec 23, 2024 | |
| 18991953 | SYSTEM(S) AND METHOD(S) FOR ENFORCING CONSISTENCY OF VALUE(S) AND UNIT(S) IN A VEHICULAR ENVIRONMENT | Google LLC | YEN, ERIC L | DP | Non-Final OA | — | Pending | Dec 23, 2024 | |
| 18978233 | GUIDED TEXT GENERATION FOR TASK-ORIENTED DIALOGUE | Google LLC | SINGH, SATWANT K | §103 | Non-Final OA | — | Pending | Dec 12, 2024 | |
| 18972207 | SELECTIVELY USING RETRIEVAL AUGMENTED GENERATION FOR GENERATIVE MODEL PROMPTING | Google LLC | VILLENA, MARK | 2658 | §102 | Non-Final OA | — | Pending | Dec 06, 2024 |
| 18959150 | USER AUTHENTICATION, FOR ASSISTANT ACTION, USING DATA FROM OTHER DEVICE(S) IN A SHARED ENVIRONMENT | Google LLC | LELAND III, EDWIN S | §103 | Non-Final OA | — | Pending | Nov 25, 2024 | |
| 18958425 | PROVIDING PROMPT IN AN AUTOMATED DIALOG SESSION BASED ON SELECTED CONTENT OF PRIOR AUTOMATED DIALOG SESSION | Google LLC | KIM, JONATHAN C | — | Non-Final OA | — | Pending | Nov 25, 2024 | |
| 18943544 | GENERATING A COMPOSITE RESPONSE TO NATURAL LANGUAGE INPUT USING A TRAINED GENERATIVE MODEL AND BASED ON RESPONSIVE CONTENT FROM DISPARATE CONTENT AGENTS | Google LLC | LERNER, MARTIN | 2658 | §112 | Non-Final OA | — | Pending | Nov 11, 2024 |
| 18936314 | EXAMPLE-BASED VOICE BOT DEVELOPMENT TECHNIQUES | Google LLC | SUBRAMANI, NANDINI | §103 | Non-Final OA | — | Pending | Nov 04, 2024 | |
| 18934877 | MERGING GENERATIVE MODEL PROMPTS BASED ON CONTEXT | Google LLC | HERSHLEY, MARK E | 2164 | §103 | Final Rejection | — | Pending | Nov 01, 2024 |
| 18933880 | PROVIDING ACCESS TO USER-CONTROLLED RESOURCES BY AUTOMATED ASSISTANTS | Google LLC | SIRJANI, FARIBA | §103 | Non-Final OA | — | Pending | Oct 31, 2024 | |
| 18927101 | INFERRING SEMANTIC LABEL(S) FOR ASSISTANT DEVICE(S) BASED ON DEVICE-SPECIFIC SIGNAL(S) | Google LLC | NGUYEN, PHUOC H | 2451 | §101 | Non-Final OA | — | Pending | Oct 25, 2024 |
| 18924538 | ADAPTIVE INTERFACE IN A VOICE-ACTIVATED NETWORK | Google LLC | COLUCCI, MICHAEL C | — | Non-Final OA | — | Pending | Oct 23, 2024 | |
| 18914823 | VEHICLE FUNCTION CONTROL WITH SENSOR BASED VALIDATION | Google LLC | COLUCCI, MICHAEL C | — | Non-Final OA | — | Pending | Oct 14, 2024 | |
| 18908231 | AUTOMATED ASSISTANT FOR FACILITATING COMMUNICATIONS THROUGH DISSIMILAR MESSAGING FEATURES OF DIFFERENT APPLICATIONS | Google LLC | SIDDO, IBRAHIM | 2681 | — | Non-Final OA | — | Pending | Oct 07, 2024 |
| 18903912 | MAINTAINING NON-ACCESS-RESTRICTED AND ACCESS-RESTRICTED DATABASES TO MITIGATE AND/OR ELIMINATE INSTANCES OF OUTGOING ELECTRONIC COMMUNICATIONS THAT ARE INITIATED IN RESPONSE TO RECEIVING REQUESTS FROM USERS | Google LLC | CHOI, YUK TING | 2164 | §103 | Non-Final OA | 54d | Pending | Oct 01, 2024 |
| 18899988 | AUTOMATICALLY MIXING USAGE OF MULTIPLE GENERATIVE MACHINE LEARNING (ML) MODELS WITH DIFFERING COMPUTATIONAL EFFICIENCIES | Google LLC | KIM, JONATHAN C | 2655 | — | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18890493 | DISTRIBUTED PROCESSING OF SIGNED NATURAL LANGUAGE INPUT(S) AND/OR OTHER GESTURES | Google LLC | YENTRAPATI, AVINASH | 2672 | §103 | Non-Final OA | — | Pending | Sep 19, 2024 |
| 18889090 | ISOLATING A DEVICE, FROM MULTIPLE DEVICES IN AN ENVIRONMENT, FOR BEING RESPONSIVE TO SPOKEN ASSISTANT INVOCATION(S) | Google LLC | COLUCCI, MICHAEL C | 2655 | — | Non-Final OA | — | Pending | Sep 18, 2024 |
| 18887751 | LARGE LANGUAGE MODEL OUTPUT ENTAILMENT | Google LLC | PEREZ-ARROYO, RAQUEL | 2169 | §103 | Non-Final OA | 41d | AI Ready | Sep 17, 2024 |
| 18883994 | MANAGING DIALOG DATA PROVIDERS | Google LLC | ADESANYA, OLUJIMI A | 2658 | — | Non-Final OA | — | Pending | Sep 12, 2024 |
| 18827258 | DEBUGGING APPLICATIONS FOR DELIVERY VIA AN APPLICATION DELIVERY SERVER | Google LLC | GOORAY, MARK A | §103 | Non-Final OA | — | Pending | Sep 06, 2024 | |
| 18827655 | MULTI-MODAL INTERACTION BETWEEN USERS, AUTOMATED ASSISTANTS, AND OTHER COMPUTING SERVICES | Google LLC | ABEBE, DANIEL DEMELASH | 2657 | — | Non-Final OA | — | Pending | Sep 06, 2024 |
| 18815252 | VOICE COMMANDS FOR AN AUTOMATED ASSISTANT UTILIZED IN SMART DICTATION | Google LLC | AUGUSTIN, MARCELLUS | 2682 | — | Non-Final OA | — | Pending | Aug 26, 2024 |
| 18814060 | SUPPLEMENTING VOICE INPUTS TO AN AUTOMATED ASSISTANT ACCORDING TO SELECTED SUGGESTIONS | Google LLC | KIM, JONATHAN C | 2655 | §103 | Non-Final OA | 14d | AI Ready | Aug 23, 2024 |
| 18811249 | CONTEXTUALLY PROMPTING USERS TO SWITCH COMMUNICATION MODES | Google LLC | HSU, AMY R | DP | Non-Final OA | — | Pending | Aug 21, 2024 | |
| 18808965 | VOICE USER INTERFACE SHORTCUTS FOR AN ASSISTANT APPLICATION | Google LLC | CHAVEZ, RODRIGO A | 2658 | — | Non-Final OA | — | Pending | Aug 19, 2024 |
| 18808933 | VOICE-CONTROLLED ENTRY OF CONTENT INTO GRAPHICAL USER INTERFACES | Google LLC | BLOOMQUIST, KEITH D | §102 | Non-Final OA | — | Pending | Aug 19, 2024 | |
| 18806288 | CONTEXTUAL VOICE SEARCH SUGGESTIONS | Google LLC | OKASHA, RAMI RAFAT | §103 | Non-Final OA | — | Pending | Aug 15, 2024 | |
| 18806081 | INDICATING CALLERS FOR INCOMING VOICE CALLS ON A SHARED SPEECH-ENABLED DEVICE | Google LLC | TULOP, JIRAPON INTAVONG | 2693 | — | Non-Final OA | — | Pending | Aug 15, 2024 |
| 18802734 | IMAGE QUERY PROCESSING USING LARGE LANGUAGE MODELS | Google LLC | TOUGHIRY, ARYAN D | 2165 | §103 | Non-Final OA | 50d overdue | AI Ready | Aug 13, 2024 |
| 18794694 | RECOMMENDING AUTOMATED ASSISTANT ACTION FOR INCLUSION IN AUTOMATED ASSISTANT ROUTINE | Google LLC | ARMSTRONG, ANGELA A | 2659 | DP | Non-Final OA | — | Pending | Aug 05, 2024 |
| 18793675 | DETERMINING A GENERALIZED ROUTINE BASED ON IDENTIFIED USER ACTIONS | Google LLC | ANDERSON, BRODERICK C | §103 | Non-Final OA | — | Pending | Aug 02, 2024 | |
| 18792153 | ITERATIVE NEURAL CODE TRANSLATION | Google LLC | DAO, THUY CHAN | — | Non-Final OA | — | Pending | Aug 01, 2024 | |
| 18772852 | SEMI-DELEGATED CALLING BY AN AUTOMATED ASSISTANT ON BEHALF OF HUMAN PARTICIPANT | Google LLC | BOGGS JR., JAMES | 2657 | §103 | Final Rejection | 21d | AI Ready | Jul 15, 2024 |
| 18773058 | PROVIDING COMPOSITE GRAPHICAL ASSISTANT INTERFACES FOR CONTROLLING VARIOUS CONNECTED DEVICES | Google LLC | PAN, YONGJIA | §103 | Non-Final OA | — | Pending | Jul 15, 2024 | |
| 18770282 | AUTOMATED ASSISTANT SUGGESTIONS FOR THIRD-PARTY VEHICLE COMPUTING DEVICES WITH RESTRICTED ARCHITECTURE | Google LLC | DISTEFANO, GREGORY A | 2174 | §103 | Non-Final OA | — | Pending | Jul 11, 2024 |
| 18762552 | ACCURATE RESPONSE FOR NOISY USER SPEECH BY CROSS-ATTENTION STITCHING ENCODED AUDIO FEATURES INTO LARGE LANGUAGE MODELS | Google LLC | GAY, SONIA L | 2657 | §103 | Final Rejection | — | AI Ready | Jul 02, 2024 |
| 18761117 | USER MEDIATION FOR HOTWORD/KEYWORD DETECTION | Google LLC | KAZEMINEZHAD, FARZAD | 2653 | §101 | Non-Final OA | 44d overdue | AI Ready | Jul 01, 2024 |
| 18750561 | ENROLLMENT WITH AN AUTOMATED ASSISTANT | Google LLC | REYNOLDS, DEBORAH J | 2400 | §103 | Final Rejection | 3d overdue | AI Ready | Jun 21, 2024 |
| 18652575 | PROCESSING, USING GENERATIVE MODEL, CONTENT OF USER INPUT AND TEMPORAL ENCODING FOR THE USER INPUT | Google LLC | NEWAY, SAMUEL G | 2657 | §103 | Final Rejection | — | Pending | May 01, 2024 |
| 18612174 | ANALYZING WEB PAGES TO FACILITATE AUTOMATIC NAVIGATION | Google LLC | HICKS, SHIRLEY D. | 2168 | §103 | Final Rejection | 80d overdue | Pending | Mar 21, 2024 |
| 18592008 | COMPOSITION OF COMPLEX CONTENT VIA USER INTERACTION WITH AN AUTOMATED ASSISTANT | Google LLC | GEORGANDELLIS, ANDREW C | 2459 | §103 | Final Rejection | 45d overdue | AI Ready | Feb 29, 2024 |
| 18592066 | PERSONAL AGENT USING VISION TRANSFORMER | Google LLC | HUTCHESON, CODY DOUGLAS | 2659 | §103 | Final Rejection | 31d overdue | AI Ready | Feb 29, 2024 |
| 18589371 | SEARCH WITH STATEFUL CHAT | Google LLC | NGUYEN, CAM LINH T | 2161 | §103 | Final Rejection | 50d | AI Ready | Feb 27, 2024 |
| 18589358 | SPEECH-TO-SPEECH TRANSLATION WITH MONOLINGUAL DATA | Google LLC | MASTERS, KRISTEN MICHELLE | 2659 | §103 | Non-Final OA | — | Pending | Feb 27, 2024 |
| 18587455 | COLLABORATIVE SEARCH SESSIONS THROUGH AN AUTOMATED ASSISTANT | Google LLC | MINA, FATIMA P | 2159 | §103 | Final Rejection | 30d | AI Ready | Feb 26, 2024 |
| 18441785 | INPUT MECHANISM FOR GENERATIVE MODELS | Google LLC | CASTILLO-TORRES, KEISHA Y | 2659 | §103 | Final Rejection | — | Pending | Feb 14, 2024 |
| 18430196 | PRESERVING SPEECH HYPOTHESES ACROSS COMPUTING DEVICES AND/OR DIALOG SESSIONS | Google LLC | ORTIZ SANCHEZ, MICHAEL | 2656 | §103 | Non-Final OA | — | Pending | Feb 01, 2024 |
| 18409267 | DETERMINING STRENGTH OF ASSOCIATION BETWEEN USER CONTACTS | Google LLC | BURGESS, GLENTON B | 2454 | §103 | Final Rejection | 15d | AI Ready | Jan 10, 2024 |
| 18402293 | DYNAMIC ADAPTATION OF SPEECH SYNTHESIS BY AN AUTOMATED ASSISTANT DURING AUTOMATED TELEPHONE CALL(S) | Google LLC | DUGDA, MULUGETA TUJI | 2653 | §103 | Final Rejection | — | Pending | Jan 02, 2024 |
| 18399151 | INTERACTIVE WHITEBOARD USING ARTIFICIAL INTELLIGENCE | Google LLC | SILVERMAN, SETH ADAM | 2172 | §103 | Non-Final OA | — | AI Ready | Dec 28, 2023 |
| 18396189 | COHORT ASSIGNMENT AND CHURN OUT PREDICTION FOR ASSISTANT INTERACTIONS | Google LLC | BLAUFELD, JUSTIN R | 2151 | §103 | Final Rejection | 30d overdue | AI Ready | Dec 26, 2023 |
| 18537585 | SYSTEM(S) AND METHOD(S) FOR UTILIZING GENERATIVE MODEL(S) TO GENERATE A PERSONALIZED INTERACTIVE SUMMARY OF CONTENT THAT IS INTERACTIVE | Google LLC | MCCORD, PAUL C | 2692 | Other | Non-Final OA | 24d overdue | AI Ready | Dec 12, 2023 |
| 18534206 | SYNTHETIC TRAINING DATA FOR GENERATIVE MODELS | Google LLC | DUNAY, CHRISTOPHER E | — | Non-Final OA | — | Pending | Dec 08, 2023 | |
| 18387629 | METHOD AND SYSTEM FOR ROBUST PSEUDONYMIZATION THAT RETAINS DATA DIVERSITY | Google LLC | STRAUB, D'ARCY WINSTON | 2491 | §103 | Final Rejection | — | AI Ready | Nov 07, 2023 |
| 18377662 | SURFACING USER-SPECIFIC DATA RECORDS IN SEARCH | Google LLC | ALLEN, NICHOLAS E | 2154 | §103 | Non-Final OA | — | Pending | Oct 06, 2023 |
| 18481803 | PROMPT COMPLEXITY FOR LARGE LANGUAGE MODELS | Google LLC | MCCORD, PAUL C | 2692 | §103 | Final Rejection | 84d | AI Ready | Oct 05, 2023 |
| 18337168 | SIMULTANEOUS AND MULTIMODAL RENDERING OF ABRIDGED AND NON-ABRIDGED TRANSLATIONS | Google LLC | HUTCHESON, CODY DOUGLAS | 2659 | §103 | Non-Final OA | 63d | Pending | Jun 19, 2023 |
| 18116201 | PROCESSING NATURAL LANGUAGE USING MACHINE LEARNING TO DETERMINE SLOT VALUES BASED ON SLOT DESCRIPTORS | Google LLC | SONIFRANK, RICHA MISHRA | 2654 | §103 | Non-Final OA | 55d | Pending | Mar 01, 2023 |
| 18103255 | Location-Based Mode(s) For Biasing Provisioning Of Content When An Automated Assistant Is Responding To Condensed Natural Language Inputs | Google LLC | SHECHTMAN, CHERYL MARIA | 2164 | §101 | Final Rejection | 44d overdue | AI Ready | Jan 30, 2023 |
| 18075757 | DECENTRALIZED LEARNING OF MACHINE LEARNING MODEL(S) THROUGH UTILIZATION OF STALE UPDATES(S) RECEIVED FROM STRAGGLER COMPUTING DEVICE(S) | Google LLC | DIEP, DUY T | 2123 | §103 | Final Rejection | — | Pending | Dec 06, 2022 |
| 17981181 | INVOKING AUTOMATED ASSISTANT FUNCTION(S) BASED ON DETECTED GESTURE AND GAZE | Google LLC | SHAH, PARAS D | 2655 | §103 | Non-Final OA | — | Pending | Nov 04, 2022 |
| 17910756 | CROSS-EXAMPLE SOFTMAX AND/OR CROSS-EXAMPLE NEGATIVE MINING | Google LLC | BALAKRISHNAN, VIJAY MURALI | 2143 | §103 | Final Rejection | — | Pending | Sep 09, 2022 |
| 17779005 | DETERMINING DYNAMIC INTERACTION CONDITION(S) FOR TRIGGERING PROVISION OF RELATED CONTENT INTERFACE NOTIFICATION | Google LLC | BAKER, EZRA JAMES | 2126 | §103 | Non-Final OA | 70d | Pending | May 23, 2022 |
| 17541995 | AUTOMATICALLY ADAPTING AUDIO DATA BASED ASSISTANT PROCESSING | Google LLC | CHAVEZ, RODRIGO A | 2658 | §103 | Non-Final OA | 30d overdue | AI Ready | Dec 03, 2021 |
| 15815765 | COMPARTMENTALIZED SELF REGISTRATION OF EXTERNAL DEVICES | Google LLC | ENGLAND, DAVID E | 3992 | §102 | Non-Final OA | 527d overdue | AI Ready | Nov 17, 2017 |
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