Prosecution Insights
Prosecution Insights
130 pending office actions • 71 art units • 123 examiners • 0 of 130 (0%) have an AI response strategy ready • 1,406 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 39 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. 39 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 | 14 (11%) |
| §101 + other | 25 (19%) |
| §103 only | 54 (42%) |
| §102 only | 7 (5%) |
| §112 only | 1 (1%) |
| Double-patenting only | 6 (5%) |
| Double-patenting + other | 2 (2%) |
| Multi-statute (no §101) | 18 (14%) |
| No statute on record | 3 (2%) |
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 |
|---|---|---|---|
| VUONG, CAO DANG | 2 | 69.3% | +22.5% |
| PAUL, DISLER | 2 | 82.4% | +8.7% |
| PATEL, SHREYANS A | 2 | 88.6% | +8.5% |
| PULLIAS, JESSE SCOTT | 2 | 82.6% | +12.7% |
| AGAHI, DARIOUSH | 2 | 84.4% | +29.9% |
| AKBARI, FARAZ TIMA | 2 | 0.0% | +0.0% |
| SANKS, SCHYLER S | 2 | 72.7% | +15.9% |
| HANCE, ROBERT J | 1 | 66.4% | +21.6% |
| ORTIZ DITREN, BELIX M | 1 | 84.2% | +2.2% |
| OWENS, TSION B | 1 | 88.0% | +8.5% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18435024 | CROSS-ASSISTANT COMMAND PROCESSING | PULLIAS, JESSE SCOTT | 10d overdue |
| 18315027 | METHOD FOR MULTI-CHANNEL AUDIO SYNCHRONIZATION FOR TASK AUTOMATION | PULLIAS, JESSE SCOTT | 5d |
| 18938494 | ALTERING AUDIO TO IMPROVE AUTOMATIC SPEECH RECOGNITION | PAUL, DISLER | — |
| 18889896 | SOUND SOURCE LOCALIZATION USING ACOUSTIC WAVE DECOMPOSITION | PAUL, DISLER | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17209782 | Model Decisions Based On Speculative Execution | HEFFINGTON, JOHN M | 66d overdue |
| 18481937 | AUTOMATIC ARCHIVING OF DATA STORE LOG DATA | MOSER, BRUCE M | 60d overdue |
| 18745913 | HYBRID KEY EXCHANGES FOR DOUBLE-HULLED ENCRYPTION | FIELDS, COURTNEY D | 49d overdue |
| 17332719 | ASSIGNING PEPTIDES TO PEPTIDE GROUPS FOR VACCINE DEVELOPMENT | AUGER, NOAH ANDREW | 24d overdue |
| 18518927 | DYNAMIC ENDPOINT MANAGEMENT FOR HETEROGENEOUS MACHINE LEARNING MODELS | EWALD, JOHN ROBERT DAKITA | 17d overdue |
| 18663237 | USER-SYSTEM DIALOG EXPANSION | JACKSON, JAKIEDA R | 5d overdue |
| 18399005 | ARTIFICIAL INTELLIGENCE SYSTEM WITH ITERATIVE TWO-PHASE ACTIVE LEARNING | JACOB, WILLIAM J | 3d overdue |
| 18663726 | OPTIMIZING MEDIA TRANSCODING BASED ON LICENSING MODELS | IMMANUEL, ILSE I | 21d |
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 |
|---|---|---|---|
| 18435024 | CROSS-ASSISTANT COMMAND PROCESSING | PULLIAS, JESSE SCOTT | 10d overdue |
| 18473152 | DYNAMIC PREFETCHING FOR DATABASE QUERIES | VUONG, CAO DANG | 4d overdue |
| 18315027 | METHOD FOR MULTI-CHANNEL AUDIO SYNCHRONIZATION FOR TASK AUTOMATION | PULLIAS, JESSE SCOTT | 5d |
| 18070830 | WAKEWORD DETECTION USING A NEURAL NETWORK | AGAHI, DARIOUSH | 56d |
| 18344739 | AUTOMATED EVALUATION OF EVIDENCE MAPPING MODELS | AGAHI, DARIOUSH | 75d |
| 19376222 | AUTOMATIC IMAGE CROPPING | HANCE, ROBERT J | — |
| 18964230 | MULTI-REGION DISTRIBUTED DATABASE | VUONG, CAO DANG | — |
| 17937409 | QUANTUM CIRCUIT SERVICE | SANKS, SCHYLER S | — |
| Art Unit | Apps |
|---|---|
| 2659 | 6 |
| 2653 | 4 |
| 2164 | 3 |
| 2658 | 3 |
| 2153 | 3 |
| 2656 | 3 |
| 3648 | 3 |
| 2199 | 3 |
| 2432 | 2 |
| 2169 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19376222 | AUTOMATIC IMAGE CROPPING | HANCE, ROBERT J | 3992 | §103 | Final Rejection | — | Pending | Oct 31, 2025 |
| 19260134 | DATA SET MANAGEMENT USING DATA SET LINEAGE METADATA | ORTIZ DITREN, BELIX M | 2164 | §101§102§103§112Other | Non-Final OA | — | Pending | Jul 03, 2025 |
| 19244555 | DYNAMIC CODEC SELECTION | OWENS, TSION B | — | — | Non-Final OA | — | Pending | Jun 20, 2025 |
| 19212363 | VEHICLE DATA EXTRACTION SERVICE | CHEUNG, CALVIN K | — | DP | Non-Final OA | — | Pending | May 19, 2025 |
| 19173992 | VEHICLE DATA STREAM SUBSCRIPTION SYSTEM | MACASIANO, MARILYN G | — | §101§102§103 | Non-Final OA | — | Pending | Apr 09, 2025 |
| 19079910 | HYBRID TRANSACTIONAL AND ANALYTICAL PROCESSING ARCHITECTURE FOR OPTIMIZATION OF REAL-TIME ANALYTICAL QUERYING | HTAY, LIN LIN M | — | §101§103§112 | Non-Final OA | — | Pending | Mar 14, 2025 |
| 19067365 | USER-DEFINED NETWORK CONNECTORS BETWEEN SERVERLESS FUNCTIONS AND ISOLATED CLOUD RESOURCES | MCNALLY, MICHAEL S | 2432 | Other | Non-Final OA | — | Pending | Feb 28, 2025 |
| 19063107 | BLOCK-STORAGE SERVICE SUPPORTING MULTI-ATTACH AND HEALTH CHECK FAILOVER MECHANISM | PEUGH, BRIAN R | 2133 | Other | Non-Final OA | — | Pending | Feb 25, 2025 |
| 19032597 | DEVICE-DIRECTED UTTERANCE DETECTION | SHARMA, NEERAJ | — | §102§103 | Non-Final OA | — | Pending | Jan 21, 2025 |
| 19028440 | CLOUD COMPUTING IN COMMUNICATIONS SERVICE PROVIDER NETWORKS | MEKY, MOUSTAFA M | — | DP | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19017232 | SCALABLE LOG-BASED CONTINUOUS DATA PROTECTION FOR DISTRIBUTED DATABASES | HO, ANDREW N | 2169 | §103 | Non-Final OA | — | Pending | Jan 10, 2025 |
| 19012766 | MANAGING USE OF PROGRAM EXECUTION CAPACITY | ORTIZ ROMAN, DENISSE Y | — | §101 | Non-Final OA | — | Pending | Jan 07, 2025 |
| 18991242 | SECURITY PROTOCOL HANDSHAKE OFFLOADING | VAUGHAN, MICHAEL R | 2431 | §102§103Other | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18984855 | MANAGED ATTESTATION SERVICE FOR COMPUTE INSTANCES | CHAI, LONGBIT | 2431 | §103 | Final Rejection | 4d overdue | Pending | Dec 17, 2024 |
| 18982080 | SPEAKER RECOGNITION ADAPTATION | ROBERTS, SHAUN A | — | DP | Non-Final OA | — | Pending | Dec 16, 2024 |
| 18981057 | EVENT DEDUPLICATION USING MULTIPLE STAGES AND CONCURRENT PROCESSING | TRUONG, CAM Y T | 2169 | §103 | Non-Final OA | 60d | Pending | Dec 13, 2024 |
| 18977703 | DIALOG-DRIVEN APPLICATIONS SUPPORTING ALTERNATIVE VOCAL INPUT STYLES | SAINT CYR, LEONARD | — | §103 | Non-Final OA | — | Pending | Dec 11, 2024 |
| 18975733 | GRADUATED NAVIGATION FOR ITEM SERVICING | GORDON, MATHEW FRANKLIN | 3665 | §102§103 | Non-Final OA | — | Pending | Dec 10, 2024 |
| 18974590 | APPLICATION PROGRAMMING INTERFACE RESPONSE COMPRESSION | BLANKENAGEL, BRYAN S | 2658 | §101 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18964230 | MULTI-REGION DISTRIBUTED DATABASE | VUONG, CAO DANG | 2153 | §103 | Non-Final OA | — | Pending | Nov 29, 2024 |
| 18961655 | CONTENT MODERATION FOR ARTIFICIAL INTELLIGENCE (AI) SYSTEMS | LEE, EUNICE SOMIN | 2656 | §103 | Non-Final OA | — | Pending | Nov 27, 2024 |
| 18950712 | USING NEURAL NETWORKS TO DETERMINE PLACEMENT OF OBJECTS | TERRELL, EMILY C | 2666 | §102§103 | Non-Final OA | — | Pending | Nov 18, 2024 |
| 18938494 | ALTERING AUDIO TO IMPROVE AUTOMATIC SPEECH RECOGNITION | PAUL, DISLER | — | §103Other | Non-Final OA | — | Pending | Nov 06, 2024 |
| 18930905 | VISION-AND-LANGUAGE MODEL TRAINING | SUN, JIANGENG | — | §102 | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18929459 | INTENT-DRIVEN NETWORK MANAGEMENT | NGUYEN, QUANG N | 2441 | DP | Final Rejection | 16d overdue | Pending | Oct 28, 2024 |
| 18923949 | NATURAL LANGUAGE INTERACTIONS WITH INTERACTIVE VISUAL CONTENT | SIRJANI, FARIBA | 2659 | §102§103 | Non-Final OA | — | Pending | Oct 23, 2024 |
| 18923396 | HIGH-ASSURANCE PRIVATE CERTIFICATE AUTHORITIES | KIM, HEE SOO | 2443 | §103 | Final Rejection | 2d overdue | Pending | Oct 22, 2024 |
| 18917289 | ANALYZING SENSOR DATA TO IDENTIFY EVENTS | STREGE, JOHN B | — | §103Other | Non-Final OA | — | Pending | Oct 16, 2024 |
| 18907880 | OBJECT TRACKING AND ENTITY RESOLUTION | AUGUSTIN, MARCELLUS | — | §103Other | Non-Final OA | — | Pending | Oct 07, 2024 |
| 18902109 | INAUDIBLE ORTHOGONAL SIGNAL COMMUNICATION | PIHULIC, DANIEL T | 3645 | §103 | Non-Final OA | — | Pending | Sep 30, 2024 |
| 18899446 | NATURAL LANGUAGE BASED CHAT INTERFACE FOR TASKS | PATEL, SHREYANS A | 2659 | §101§102§103 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18895188 | COMPUTER-IMPLEMENTED MULTI-SCALE MACHINE LEARNING MODEL FOR THE SUPER-RESOLUTION ENHANCEMENT OF COMPRESSED VIDEO | SAFAIPOUR, BOBBAK | 2665 | §103Other | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18892128 | VIRTUAL NETWORK VERIFICATION SERVICE | TURRIATE GASTULO, JUAN CARLOS | 2446 | DP | Final Rejection | — | Pending | Sep 20, 2024 |
| 18889896 | SOUND SOURCE LOCALIZATION USING ACOUSTIC WAVE DECOMPOSITION | PAUL, DISLER | 2695 | §103 | Non-Final OA | — | Pending | Sep 19, 2024 |
| 18887462 | VOICE CUSTOMIZATION FOR SYNTHETIC SPEECH GENERATION | SERRAGUARD, SEAN ERIN | 2657 | §102§103Other | Non-Final OA | — | Pending | Sep 17, 2024 |
| 18884021 | SERVICE DISCOVERY AND RENAMING | MIAN, MOHAMMAD YOU A | 2457 | §103Other | Final Rejection | — | Pending | Sep 12, 2024 |
| 18824034 | BUS FOR TRANSPORTING OUTPUT VALUES OF NEURAL NETWORK LAYER | HUISMAN, DAVID J | — | §101§103§112DPOther | Non-Final OA | — | Pending | Sep 04, 2024 |
| 18817443 | SYNTHETIC SPEECH PROCESSING | PATEL, SHREYANS A | 2659 | §101§103 | Final Rejection | — | Pending | Aug 28, 2024 |
| 18813648 | ORCHESTRATION OF COMPUTATIONS USING A REMOTE REPOSITORY | ST LEGER, GEOFFREY R | 2192 | §103 | Non-Final OA | — | Pending | Aug 23, 2024 |
| 18805394 | BLOCK ANCHORS FOR ONLINE LOG PARSING | LYONS, ANDREW M | — | §101§103§112 | Non-Final OA | — | Pending | Aug 14, 2024 |
| 18792018 | MONITORING AND DETECTING CAUSES OF FAILURES OF NETWORK PATHS | DAYA, TEJIS A | — | §103Other | Non-Final OA | — | Pending | Aug 01, 2024 |
| 18781732 | TRACING SOURCES OF GENERATIVE ARTIFICIAL INTELLIGENCE MACHINE LEARNING MODEL OUTPUT | SHARPLESS, SAMUEL | 2165 | §103 | Final Rejection | — | Pending | Jul 23, 2024 |
| 18656086 | Providing Content on Multiple Devices | OGUNBIYI, OLUWADAMILOL M | 2653 | §101Other | Non-Final OA | — | Pending | Jul 22, 2024 |
| 18778520 | CUSTOMIZABLE EVENT-TRIGGERED COMPUTATION AT EDGE LOCATIONS | ABU ROUMI, MAHRAN Y | — | §103§112Other | Non-Final OA | — | Pending | Jul 19, 2024 |
| 18763897 | TECHNIQUES FOR GENERATING MOTION INFORMATION FOR VIDEOS | WAHEED, NAZRA NUR | 3648 | §101§102§103 | Non-Final OA | — | Pending | Jul 03, 2024 |
| 18762541 | IMPERSONATING REQUEST-BASED SECURITY IN CONNECTION-BASED SECURITY ENVIRONMENT | NIPA, WASIKA | 2433 | DP | Final Rejection | — | Pending | Jul 02, 2024 |
| 18725262 | NON-INVASIVE METHODS OF MEASURING THE DEGREE OF CELLULAR ENERGY METABOLISM | ANTOINE, LISA HOPE | 3715 | §103 | Non-Final OA | — | Pending | Jun 28, 2024 |
| 18759659 | EXTENDING CUSTOMER PREMISES NETWORKS ONTO A CLOUD PROVIDER NETWORK | LEE, PHILIP C | 2454 | §102§103§112 | Non-Final OA | — | Pending | Jun 28, 2024 |
| 18759403 | RECORD REQUEST PERFORMANCE OF A RECORD-AWARE DISTRIBUTED STORAGE SYSTEM | BOYD, MALA DENAE | 2497 | §102§103 | Final Rejection | — | Pending | Jun 28, 2024 |
| 18759668 | EXPOSING INTERFACES ON CUSTOMER PREMISES NETWORKS FOR USE BY CLOUD-EXECUTED EDGE APPLICATIONS | OSMAN, RAMY M | 2457 | §101§103 | Non-Final OA | — | Pending | Jun 28, 2024 |
| 18755234 | PROACTIVE TASK PLANNING AND EXECUTION | SINGH, SATWANT K | 2653 | §101§102 | Non-Final OA | — | Pending | Jun 26, 2024 |
| 18753395 | CLOUD-TO-CLOUD ROUTING OF DEVICE TRAFFIC | KABIR, JAHANGIR | 2439 | §103 | Final Rejection | 70d | Pending | Jun 25, 2024 |
| 18747329 | USING SENSING FUNCTIONS AND ACTUATING FUNCTIONS TO SAFELY IMPLEMENT ACTIONS FOR IOT DEVICES | KABIR, SAAD M | 2119 | §103 | Non-Final OA | 30d overdue | Pending | Jun 18, 2024 |
| 18745913 | HYBRID KEY EXCHANGES FOR DOUBLE-HULLED ENCRYPTION | FIELDS, COURTNEY D | 2436 | §102§103 | Final Rejection | 49d overdue | Pending | Jun 17, 2024 |
| 18663726 | OPTIMIZING MEDIA TRANSCODING BASED ON LICENSING MODELS | IMMANUEL, ILSE I | 3699 | §101§102Other | Non-Final OA | 21d | Pending | May 14, 2024 |
| 18663237 | USER-SYSTEM DIALOG EXPANSION | JACKSON, JAKIEDA R | 2657 | §101 | Non-Final OA | 5d overdue | Pending | May 14, 2024 |
| 18657228 | CUSTOMER-DEFINED CAPACITY LIMIT PLANS FOR COMMUNICATION NETWORKS | ANSARI, NAJEEBUDDIN | 2463 | §102 | Final Rejection | — | Pending | May 07, 2024 |
| 18652614 | ROUTING NATURAL LANGUAGE COMMANDS TO THE APPROPRIATE APPLICATIONS | SHIN, SEONG-AH A | 2659 | §101 | Final Rejection | — | Pending | May 01, 2024 |
| 18647664 | PROVIDING VIRTUAL NETWORKING DEVICE FUNCTIONALITY FOR MANAGED COMPUTER NETWORKS | PEZZLO, JOHN | 2465 | §101DP | Non-Final OA | — | Pending | Apr 26, 2024 |
| 18622765 | WIRELESS COMMUNICATION ARCHITECTURE WITH INTEGRATED RADAR FUNCTIONALITY | GOOD, KENNETH W | 3648 | §103 | Final Rejection | 11d overdue | Pending | Mar 29, 2024 |
| 18622469 | SINGLE-PORT MULTI-TOUCH (SPMT) ANTENNA FOR REALIZING MULTIPLE TOUCH BUTTONS AND DIRECTIONAL SWIPE GESTURES | ANDERSON, MATTHEW D | 2646 | §101§102§103 | Non-Final OA | 85d | Pending | Mar 29, 2024 |
| 18620597 | MULTI-APPLICATION HOST COMPUTING INSTANCE GROUP FOR APPLICATION STREAMING | CELANI, NICHOLAS P | 2449 | §103 | Final Rejection | 10d overdue | Pending | Mar 28, 2024 |
| 18620995 | AUTOMATIC SELECTION OF COMPRESSION ARTIFACT REMOVAL MODELS | HUYNH, VAN D | 2665 | §102 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18617372 | ADAPTATION FRAMEWORK AND OPTIMIZATION FOR CUSTOMIZING FOUNDATION MODELS | COLE, BRANDON S | — | §101 | Non-Final OA | — | Pending | Mar 26, 2024 |
| 18615810 | ITEM IDENTIFYING MOBILE APPARATUS | RESTIFO, JEFFREY J | 3613 | §102Other | Non-Final OA | — | Pending | Mar 25, 2024 |
| 18610743 | CAPTURING UNIQUE CONSTRAINT VIOLATIONS WHEN BUILDING A UNIQUE SECONDARY INDEX | EYERS, DUSTIN D | 2164 | §101§103 | Non-Final OA | — | Pending | Mar 20, 2024 |
| 18608532 | NEURAL NETWORKS TO MANAGE DELIVERIES | ERB, NATHAN | 3628 | §103 | Final Rejection | — | Pending | Mar 18, 2024 |
| 18601916 | CUSTOMER-REQUESTED PARTITIONING OF JOURNAL-BASED STORAGE SYSTEMS | MORRIS, JOHN J | 2152 | §103 | Final Rejection | 26d overdue | Pending | Mar 11, 2024 |
| 18439650 | CUSTOMIZED CONFIGURATION OF MULTIMODAL INTERACTIONS FOR DIALOG-DRIVEN APPLICATIONS | JORDAN, KIMBERLY L | 2194 | §103 | Non-Final OA | — | Pending | Feb 12, 2024 |
| 18435024 | CROSS-ASSISTANT COMMAND PROCESSING | PULLIAS, JESSE SCOTT | 2655 | §103 | Non-Final OA | 10d overdue | Pending | Feb 07, 2024 |
| 18411720 | AUTOMATED PREVIEW GENERATION FOR VIDEO ENTERTAINMENT CONTENT | SHIBRU, HELEN | 2484 | §103DPOther | Non-Final OA | — | Pending | Jan 12, 2024 |
| 18399005 | ARTIFICIAL INTELLIGENCE SYSTEM WITH ITERATIVE TWO-PHASE ACTIVE LEARNING | JACOB, WILLIAM J | 3696 | §101§103Other | Final Rejection | 3d overdue | Pending | Dec 28, 2023 |
| 18541988 | LARGE LANGUAGE MODEL VERIFICATION | EL-HAGE HASSAN, ABDALLAH A | — | §103 | Non-Final OA | — | Pending | Dec 15, 2023 |
| 18542464 | GENERATION OF VERIFIABLE PRIVATE RANDOMNESS USING DISTRIBUTION OF QUANTUM ENTANGLEMENT | OBISESAN, AUGUSTINE KUNLE | — | §103 | Non-Final OA | — | Pending | Dec 15, 2023 |
| 18541251 | TWO DIMENSIONAL IMAGE PROCESSING TO GENERATE A THREE DIMENSIONAL MODEL AND DETERMINE A TWO DIMENSIONAL PLAN | SUN, HAI TAO | 2616 | §103 | Final Rejection | 16d | Pending | Dec 15, 2023 |
| 18540465 | CONVERSATIONAL LANGUAGE MODEL BASED CONTENT RETRIEVAL | ADESANYA, OLUJIMI A | 2658 | §101§103§112 | Final Rejection | — | Pending | Dec 14, 2023 |
| 18539107 | GENERATING KEYWORDS TO PRODUCE SYNTHETIC DOCUMENTS WHILE MAINTAINING DATA PRIVACY | HASAN, SYED HAROON | — | §101§103§112 | Non-Final OA | — | Pending | Dec 13, 2023 |
| 18536053 | SCENE BASED AUDIO MIXING FOR GENERATING AUDIO DESCRIPTION CONTENT | MCCORD, PAUL C | 2692 | §103 | Final Rejection | — | Pending | Dec 11, 2023 |
| 18518925 | OPTIMIZING PLACEMENT OF FINE-TUNED MACHINE LEARNING MODELS AT HOST SYSTEMS | CHUANG, SU-TING | — | §103 | Non-Final OA | — | Pending | Nov 24, 2023 |
| 18518927 | DYNAMIC ENDPOINT MANAGEMENT FOR HETEROGENEOUS MACHINE LEARNING MODELS | EWALD, JOHN ROBERT DAKITA | 2199 | §102§103 | Final Rejection | 17d overdue | Pending | Nov 24, 2023 |
| 18514376 | Architecture for a Hub Configured to Control a Second Device While a Connection to a Remote System is Unavailable | SHAH, PARAS D | 2653 | §103 | Non-Final OA | 71d | Pending | Nov 20, 2023 |
| 18494944 | AUTOMATED MACHINE LEARNING PIPELINE GENERATION | FERNANDEZ RIVAS, OMAR F | — | §102 | Non-Final OA | — | Pending | Oct 26, 2023 |
| 18491604 | EFFICIENT RECOVERY FROM FAILURES DURING DISTRIBUTED TRAINING OF MACHINE LEARNING MODELS | CHEEMA, NOOR FATIMA | 4100 | §101Other | Non-Final OA | — | Pending | Oct 20, 2023 |
| 18490686 | SECURED DATABASE RESTORATION ACROSS SERVICE REGIONS | WOLDEMARIAM, NEGA | 2407 | §103DP | Final Rejection | 4d overdue | Pending | Oct 19, 2023 |
| 18481937 | AUTOMATIC ARCHIVING OF DATA STORE LOG DATA | MOSER, BRUCE M | 2154 | §101 | Non-Final OA | 60d overdue | Pending | Oct 05, 2023 |
| 18478476 | ON-DEMAND CODE EXECUTION COMPUTING RESOURCE MANAGEMENT | WU, QING YUAN | 2199 | §103§112 | Non-Final OA | 46d | Pending | Sep 29, 2023 |
| 18374905 | SAMPLING LARGE LANGUAGE MODELS WITH EQUIVALENCE CHECKING | CHOI, DAVID E | 2148 | §103 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18478811 | TEMPLATE-BASED TUNING OF A GENERATIVE MACHINE LEARNING MODEL FOR PERFORMING NATURAL LANGUAGE TASKS | CHOWDHURY, SUMAIR RASHED | 4100 | §101§102§103 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18478185 | CACHING IN A MACHINE LEARNING MODEL HOSTING SERVICE | LEE, TAMMY EUNHYE | 2195 | §103§112 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18477209 | INDEXING SPLIT DOCUMENTS FOR DATA RETRIEVAL AUGMENTING GENERATIVE MACHINE LEARNING RESULTS | SOLAIMAN, FOUZIA HYE | 2653 | §103 | Non-Final OA | 3d overdue | Pending | Sep 28, 2023 |
| 18474062 | UNLEARNING IN PRE-TRAINED GENERATIVE MACHINE LEARNING MODELS | KEATON, SHERROD L | — | §103Other | Non-Final OA | — | Pending | Sep 25, 2023 |
| 18473152 | DYNAMIC PREFETCHING FOR DATABASE QUERIES | VUONG, CAO DANG | 2153 | §103 | Final Rejection | 4d overdue | Pending | Sep 22, 2023 |
| 18472402 | CONFIGURABLE VIRTUAL MACHINES | LEE, ADAM | 2198 | §103 | Non-Final OA | 54d | Pending | Sep 22, 2023 |
| 18244825 | INTEGRATED RADAR IN WIRELESS LOCAL AREA NETWORK (WLAN) RADIO FOR PRESENCE DETECTION | HENSON, BRANDON JAMES | 3648 | §102 | Non-Final OA | 60d overdue | Pending | Sep 11, 2023 |
| 18223925 | ESTIMATED MACROBLOCK DISTORTION CO-OPTIMIZATION | MAHMUD, FARHAN | 2483 | §102§112 | Non-Final OA | — | Pending | Jul 19, 2023 |
| 18351453 | SHARING COMPILED CODE FOR EXECUTING QUERIES ACROSS QUERY ENGINES | GEBRESENBET, DINKU W | 2164 | §103 | Final Rejection | — | Pending | Jul 12, 2023 |
| 18346069 | SPATIAL PARTITION SPLITTING AND MERGING | GHAFFARI, ABU Z | 2195 | §101§112 | Final Rejection | 86d | Pending | Jun 30, 2023 |
| 18344764 | DOMAIN ENTITY EXTRACTION FOR PERFORMING TEXT ANALYSIS TASKS | DORVIL, RICHEMOND | 2658 | §103 | Final Rejection | 3d overdue | Pending | Jun 29, 2023 |
| 18344739 | AUTOMATED EVALUATION OF EVIDENCE MAPPING MODELS | AGAHI, DARIOUSH | 2656 | §101 | Non-Final OA | 75d | Pending | Jun 29, 2023 |
| 18341224 | DIALOG MANAGEMENT WITH MULTIPLE MODALITIES | HE, JIALONG | 2659 | §103 | Final Rejection | 3d overdue | Pending | Jun 26, 2023 |
| 18210202 | PERFORMING CONCURRENT OPERATIONS IN A PROCESSING ELEMENT | DOMAN, SHAWN | 2183 | §103 | Non-Final OA | — | Pending | Jun 15, 2023 |
| 18333244 | LEDGER REGISTRY FOR MOBILE SUBSCRIPTION MANAGEMENT | VU, MICHAEL T | 2641 | §103 | Non-Final OA | — | Pending | Jun 12, 2023 |
| 18331087 | SYSTEM AND METHOD FOR PERFORMING LIVE PARTITIONING IN A DATA STORE | LOONAN, ERIC T | 2137 | §103Other | Final Rejection | 59d overdue | Pending | Jun 07, 2023 |
| 18329504 | DISCOVERING MATCHING CODE SEGMENTS ACCORDING TO INDEX AND COMPARATIVE SIMILARITY | JEON, JAE UK | 2193 | §101§103 | Final Rejection | 69d | Pending | Jun 05, 2023 |
| 18326933 | MOBILITY BETWEEN PROVIDER-OPERATED RADIO-BASED NETWORKS AND PRIVATE RADIO-BASED NETWORKS | EBRAHIM, ANEZ C | 2467 | §102§103 | Final Rejection | — | Pending | May 31, 2023 |
| 18326956 | INTEGRATING PROVIDER-OPERATED RADIO-BASED NETWORKS WITH EXISTING PRIVATE NETWORKS | WASHINGTON, ERIKA ALISE | 2644 | §102 | Final Rejection | 5d overdue | Pending | May 31, 2023 |
| 18315027 | METHOD FOR MULTI-CHANNEL AUDIO SYNCHRONIZATION FOR TASK AUTOMATION | PULLIAS, JESSE SCOTT | 2655 | §103 | Non-Final OA | 5d | Pending | May 10, 2023 |
| 18194391 | VEHICLE TEST ENVIRONMENT MANAGEMENT SERVICE | AGUILERA, TODD | 2192 | §103 | Non-Final OA | 79d | Pending | Mar 31, 2023 |
| 18193358 | CLOUD-BASED QUANTUM COMPILATION SERVICE FOR QUANTUM CIRCUIT MAPPING USING SAT SOLVING TECHNIQUES | TAMIRU, ABRHAM ALEHEGN | — | §103 | Non-Final OA | — | Pending | Mar 30, 2023 |
| 18128353 | AUTOMATICALLY GENERATED PRODUCT RECOMMENDATIONS BASED UPON QUESTIONS AND ANSWERS | AIRAPETIAN, MILA | 3688 | §101 | Non-Final OA | — | Pending | Mar 30, 2023 |
| 18193406 | SYNCHRONOUS DATABASE REPLICATION USING ERASURE CODING | FILIPCZYK, MARCIN R | 2153 | §102§112 | Non-Final OA | — | Pending | Mar 30, 2023 |
| 18193546 | SHADOW SATISFIABILITY MODULO THEORIES SOLVER SYSTEMS | AKBARI, FARAZ TIMA | 2196 | §103 | Final Rejection | — | Pending | Mar 30, 2023 |
| 18193294 | QUANTUM COMPILATION SERVICE | WANG, RONGFA PHILIP | 2199 | §103 | Non-Final OA | 13d | Pending | Mar 30, 2023 |
| 18029044 | MONITORING CIRCULATING TUMOR DNA TO IMPROVE SUBCLONE PENETRATION OF FOLLOW-UP NEOANTIGEN CANCER VACCINES | KADING, JOSHUA A | — | §101§112 | Non-Final OA | — | Pending | Mar 28, 2023 |
| 18070830 | WAKEWORD DETECTION USING A NEURAL NETWORK | AGAHI, DARIOUSH | 2656 | §101§103Other | Final Rejection | 56d | Pending | Nov 29, 2022 |
| 18056540 | AUTOMATIC INSPECTION AND LOCKING FOR AN ELECTRIC VEHICLE CHARGING STATION | ONDRASIK, JOHN PAUL | 2859 | §103 | Final Rejection | 119d overdue | Pending | Nov 17, 2022 |
| 17937409 | QUANTUM CIRCUIT SERVICE | SANKS, SCHYLER S | 2129 | §103§112 | Non-Final OA | — | Pending | Sep 30, 2022 |
| 17811534 | ON-DEMAND CODE OBFUSCATION OF DATA IN INPUT PATH OF OBJECT STORAGE SERVICE | SHAW, PETER C | 2493 | §103 | Final Rejection | — | Pending | Jul 08, 2022 |
| 17790169 | POLYMERASES FOR ISOTHERMAL NUCLEIC ACID AMPLIFICATION | RAO, MANJUNATH N | 1656 | §101 | Final Rejection | — | Pending | Jun 30, 2022 |
| 17807343 | RADIO-BASED APPLICATION PROCESSING SERVER WITH NETWORK FUNCTION ACCELERATOR AT VIRTUALIZATION MANAGEMENT OFFLOADING CARD | AKBARI, FARAZ TIMA | 2196 | §103 | Final Rejection | — | Pending | Jun 16, 2022 |
| 17764074 | RANKING NEOANTIGENS FOR PERSONALIZED CANCER VACCINE | WHALEY, PABLO S | 3619 | §101§103§112Other | Final Rejection | — | Pending | Mar 25, 2022 |
| 17491388 | OFFLOADED CONTAINER EXECUTION ENVIRONMENT | MUDRICK, TIMOTHY A | 2198 | §112 | Non-Final OA | — | Pending | Sep 30, 2021 |
| 17477211 | SELECTIVE REQUESTS FOR AUTHENTICATION FOR VOICE-BASED LAUNCHING OF APPLICATIONS | CASTILLO-TORRES, KEISHA Y | 2659 | §103§112 | Final Rejection | — | Pending | Sep 16, 2021 |
| 17359382 | DATA PREPARATION FOR USE WITH MACHINE LEARNING | SANKS, SCHYLER S | 2129 | §103 | Non-Final OA | — | Pending | Jun 25, 2021 |
| 17347265 | MOBILE DEVICE INTERFACES | NABI, REZA U | 2100 | §103 | Final Rejection | — | Pending | Jun 14, 2021 |
| 17332719 | ASSIGNING PEPTIDES TO PEPTIDE GROUPS FOR VACCINE DEVELOPMENT | AUGER, NOAH ANDREW | 1687 | §101 | Final Rejection | 24d overdue | Pending | May 27, 2021 |
| 17209782 | Model Decisions Based On Speculative Execution | HEFFINGTON, JOHN M | 2145 | §101§103 | Non-Final OA | 66d overdue | Pending | Mar 23, 2021 |
| 17086073 | EXPLAINERS FOR MACHINE LEARNING CLASSIFIERS | ALGHAZZY, SHAMCY | 2128 | §101 | Non-Final OA | — | Pending | Oct 30, 2020 |
| 16517464 | SHIPPABLE NETWORK-ATTACHED DATA STORAGE DEVICE WITH UPDATEABLE ELECTRONIC DISPLAY | WERONSKI, MATTHEW S | 3627 | §101 | Non-Final OA | — | Pending | Jul 19, 2019 |
| 15878957 | REVOCABLE SHREDDING OF SECURITY CREDENTIALS | SAVENKOV, VADIM | 2432 | §101§103§112Other | Non-Final OA | — | Pending | Jan 24, 2018 |
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