Prosecution Insights
Prosecution Insights
Technology area: Communications
32 pending office actions • 18 art units • 30 examiners • 0 of 32 (0%) have an AI response strategy ready • 40 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 10 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. 10 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 + other | 11 (34%) |
| §103 only | 12 (38%) |
| §102 only | 1 (3%) |
| Multi-statute (no §101) | 8 (25%) |
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 |
|---|---|---|---|
| LEVENTAL, YUVAL HAIM | 2 | — | — |
| AZIZ, SHEZA ABDUL | 2 | — | — |
| TON, MARTIN TRUYEN | 1 | 62.3% | +34.3% |
| PEREZ-ARROYO, RAQUEL | 1 | 58.8% | +30.3% |
| ROBERTS, SHAUN A | 1 | 76.0% | +10.6% |
| PORTER, JR, GARY A | 1 | 68.8% | +25.2% |
| DEGRASSE, IAN ISAAC | 1 | 80.8% | +1.8% |
| ROBERTS, RACHEL L | 1 | 73.0% | +24.0% |
| MILLER, ALEXANDRIA JOSEPHINE | 1 | 23.5% | +72.7% |
| MANDALA, MICHELLE | 1 | 91.0% | +7.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18717984 | BROADBAND SILICON SENSOR | MANDALA, MICHELLE | — |
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 |
|---|---|---|---|
| 17776152 | NEURAL NETWORK EXPLANATION USING LOGIC | STANLEY, JEREMY L | 80d overdue |
| 17866243 | TROJAN DETECTION VIA DISTORTIONS, NITROGEN-VACANCY DIAMOND (NVD) SENSORS, AND ELECTROMAGNETIC (EM) PROBES | KIM, EUI H | 16d overdue |
| 18980001 | METHOD AND SYSTEM USING DIVERSE CAPTIONS FOR IMPROVING LONG VIDEO RETRIEVAL | PEREZ-ARROYO, RAQUEL | 3d overdue |
| 18813647 | AUDIO ANALYSIS SYSTEM WITH QUERY PROCESSING | ROBERTS, SHAUN A | 14d |
| 17582901 | METHOD AND COMPOSITION OF SCALABLE, INFILTRATION FREE CERAMIC MATRIX COMPOSITE | MILLER, CAMERON KENNETH | 26d |
| 17553239 | EDGE DEVICE HAVING A HETEROGENOUS NEUROMORPHIC COMPUTING ARCHITECTURE | RAHMAN, IBRAHIM | 34d |
| 19176506 | SYSTEM AND METHOD FOR PREVENTING HALLUCINATIONS | LEVENTAL, YUVAL HAIM | — |
| 18919630 | LARGE LANGUAGE MODEL AUGMENTATION WITH KNOWLEDGE LANGUAGE MODELS | LEVENTAL, YUVAL HAIM | — |
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 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18980001 | METHOD AND SYSTEM USING DIVERSE CAPTIONS FOR IMPROVING LONG VIDEO RETRIEVAL | PEREZ-ARROYO, RAQUEL | 3d overdue |
| 18813647 | AUDIO ANALYSIS SYSTEM WITH QUERY PROCESSING | ROBERTS, SHAUN A | 14d |
| 19014415 | HYPERDEXTEROUS SURGICAL SYSTEM | TON, MARTIN TRUYEN | — |
| 18810921 | SYSTEMS, DEVICES, AND METHODS FOR ALTERING MIDBRAIN DOPAMINE SIGNALS | PORTER, JR, GARY A | — |
| 18728049 | VISUAL DESCRIPTION NETWORK | ROBERTS, RACHEL L | — |
| 18762333 | TRAINING NEURAL NETWORKS ON ARBITRARILY LARGE DATA FILES | MILLER, ALEXANDRIA JOSEPHINE | — |
| Art Unit | Apps |
|---|---|
| 2657 | 4 |
| 3771 | 1 |
| 2169 | 1 |
| 4100 | 1 |
| 2655 | 1 |
| 3796 | 1 |
| 2674 | 1 |
| 2659 | 1 |
| 2663 | 1 |
| 1641 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19176506 | SYSTEM AND METHOD FOR PREVENTING HALLUCINATIONS | LEVENTAL, YUVAL HAIM | — | §101§103§112 | Non-Final OA | — | Pending | Apr 11, 2025 |
| 19014415 | HYPERDEXTEROUS SURGICAL SYSTEM | TON, MARTIN TRUYEN | 3771 | §103 | Final Rejection | — | Pending | Jan 09, 2025 |
| 18980001 | METHOD AND SYSTEM USING DIVERSE CAPTIONS FOR IMPROVING LONG VIDEO RETRIEVAL | PEREZ-ARROYO, RAQUEL | 2169 | §103§112 | Final Rejection | 3d overdue | Pending | Dec 13, 2024 |
| 18919630 | LARGE LANGUAGE MODEL AUGMENTATION WITH KNOWLEDGE LANGUAGE MODELS | LEVENTAL, YUVAL HAIM | 4100 | §101§103 | Non-Final OA | — | Pending | Oct 18, 2024 |
| 18813647 | AUDIO ANALYSIS SYSTEM WITH QUERY PROCESSING | ROBERTS, SHAUN A | 2655 | §102§103 | Final Rejection | 14d | Pending | Aug 23, 2024 |
| 18810921 | SYSTEMS, DEVICES, AND METHODS FOR ALTERING MIDBRAIN DOPAMINE SIGNALS | PORTER, JR, GARY A | 3796 | §102§103§112 | Non-Final OA | — | Pending | Aug 21, 2024 |
| 18836429 | INCREASING AVALANCHE PROBABILITY IN PHOTODIODES | DEGRASSE, IAN ISAAC | — | §102§103 | Non-Final OA | — | Pending | Aug 07, 2024 |
| 18769197 | DETECTING SYNTHETIC SPEECH | AZIZ, SHEZA ABDUL | 2657 | §103 | Final Rejection | 33d | Pending | Jul 10, 2024 |
| 18728049 | VISUAL DESCRIPTION NETWORK | ROBERTS, RACHEL L | 2674 | §103 | Final Rejection | — | Pending | Jul 10, 2024 |
| 18766378 | METHOD, APPARATUS AND SYSTEM FOR CONSISTENCY ENHANCED LARGE LANGUAGE MODELS | AZIZ, SHEZA ABDUL | 2657 | §103 | Final Rejection | 23d | Pending | Jul 08, 2024 |
| 18762333 | TRAINING NEURAL NETWORKS ON ARBITRARILY LARGE DATA FILES | MILLER, ALEXANDRIA JOSEPHINE | — | §101§103 | Non-Final OA | — | Pending | Jul 02, 2024 |
| 18717984 | BROADBAND SILICON SENSOR | MANDALA, MICHELLE | — | §102 | Non-Final OA | — | Pending | Jun 07, 2024 |
| 18673036 | TEAM MODELING VIA DECENTRALIZED THEORY OF MIND REASONING | RODEN, DONALD THOMAS | — | §101§103§112 | Non-Final OA | — | Pending | May 23, 2024 |
| 18661313 | DETECTING SYNTHETIC SPEECH | HE, JIALONG | 2659 | §103 | Non-Final OA | — | Pending | May 10, 2024 |
| 18614388 | CONFIDENCE CALIBRATION FOR SYSTEMS WITH CASCADED PREDICTIVE MODELS | KOLB JR, BRETT DAVID | — | §102§103 | Non-Final OA | — | Pending | Mar 22, 2024 |
| 18599018 | SPEECH MODIFICATION USING ACCENT EMBEDDINGS | BECKER, TYLER JUSTIN | 2657 | §103 | Final Rejection | — | Pending | Mar 07, 2024 |
| 18434435 | CONTROL POLICY MODEL FOR REPRESENTING CAPABILITIES AND FOR EXCHANGING INFORMATION | VONG, HAO THIEN | — | §101§103§112 | Non-Final OA | — | Pending | Feb 06, 2024 |
| 18393182 | Outcome-Guided Counterfactuals from a Jointly Trained Generative Latent Space | HOOVER, BRENT JOHNSTON | — | §101§102§103 | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18391339 | GENERATING TRAINING EXAMPLES FOR TRANSLATION OF NATURAL LANGUAGE QUERIES TO EXECUTABLE DATABASE QUERIES | GAY, SONIA L | 2657 | §103 | Non-Final OA | 3d overdue | Pending | Dec 20, 2023 |
| 18545217 | HIERARCHICAL FRAMING TRANSFORMER FOR ACTIVITY DETECTION | KAPOOR, DEVAN | — | §103 | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18520800 | MODULARIZED ARCHITECTURE OPTIMIZATION FOR SEMI-SUPERVISED INCREMENTAL LEARNING | LEE, TSU-CHANG | — | §101§103§112 | Non-Final OA | — | Pending | Nov 28, 2023 |
| 18520767 | OPTIMIZED REINFORCEMENT LEARNING FOR ARTIFICIAL INTELLIGENCE MODELS | SMITH, PAULINHO E | — | §103 | Non-Final OA | — | Pending | Nov 28, 2023 |
| 18206001 | DECRYPTION-LESS PRIVACY PROTECTION USING A TRANSFORM IN THE IMAGER | NGUYEN, LEON VIET Q | 2663 | §103 | Non-Final OA | 15d | Pending | Jun 05, 2023 |
| 18033907 | GENETICALLY ENGINEERED ANTIGEN-SPECIFIC NATURAL KILLER CELLS FOR IN SITU SYNTHESIS OF PROTEINS | DAHLE, CHUN WU | 1641 | §103 | Final Rejection | — | Pending | Apr 26, 2023 |
| 18016402 | SENSITIVE DATAFLOW TRACKING SYSTEM AND METHOD | MALINOWSKI, WALTER J | 2439 | §101§103§112 | Non-Final OA | — | Pending | Jan 16, 2023 |
| 17907313 | INDUCING PRODUCTION OF ANTI-OLIGOMANNOSE ANTIBODIES | LIU, SUE XU | 1616 | §102§112 | Non-Final OA | — | Pending | Sep 26, 2022 |
| 17866243 | TROJAN DETECTION VIA DISTORTIONS, NITROGEN-VACANCY DIAMOND (NVD) SENSORS, AND ELECTROMAGNETIC (EM) PROBES | KIM, EUI H | 2453 | §103§112 | Final Rejection | 16d overdue | Pending | Jul 15, 2022 |
| 17776152 | NEURAL NETWORK EXPLANATION USING LOGIC | STANLEY, JEREMY L | 2100 | §101§103 | Final Rejection | 80d overdue | Pending | May 11, 2022 |
| 17660158 | METABOLIC NETWORK EXPLORER | NEGIN, RUSSELL SCOTT | 1686 | §101§102 | Non-Final OA | — | Pending | Apr 21, 2022 |
| 17582901 | METHOD AND COMPOSITION OF SCALABLE, INFILTRATION FREE CERAMIC MATRIX COMPOSITE | MILLER, CAMERON KENNETH | 1731 | §103§112 | Final Rejection | 26d | Pending | Jan 24, 2022 |
| 17553239 | EDGE DEVICE HAVING A HETEROGENOUS NEUROMORPHIC COMPUTING ARCHITECTURE | RAHMAN, IBRAHIM | 2122 | §101§103 | Final Rejection | 34d | Pending | Dec 16, 2021 |
| 16842265 | MULTI-LEVEL INTROSPECTION FRAMEWORK FOR EXPLAINABLE REINFORCEMENT LEARNING AGENTS | SHAW, PETER C | 2493 | §103 | Final Rejection | — | Pending | Apr 07, 2020 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial