Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Semiconductors, Circuits & Optics
94 pending office actions • 1 client • 92 examiners • 54 art units • 32 of 94 (34%) have an AI response strategy ready
Hanley, Flight and Zimmerman, LLC specializes in Computing & Software, managing 8320 career applications. The firm has a resolved allowance rate of 88.56 percent. On average, the firm receives 3.4 office actions per allowance during prosecution.
The firm currently has 71 pending office actions. The 88.56 percent allowance rate across 8320 career applications demonstrates a high level of success in the software sector. With 3.4 average office actions per allowance, the firm shows a steady and persistent approach to securing patent rights for its clients. This experience is vital for the firm as it manages the 71 pending office actions currently on its docket. The firm's ability to maintain an 88.56 percent allowance rate over 8320 career applications highlights its deep expertise in navigating the complexities of computing and software patent examination.
Based on the USPTO statutory response window for each pending office action. 29 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. 29 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 | 1 (1%) |
| §101 + other | 11 (12%) |
| §103 only | 45 (48%) |
| §102 only | 3 (3%) |
| §112 only | 3 (3%) |
| Double-patenting only | 2 (2%) |
| Double-patenting + other | 1 (1%) |
| Multi-statute (no §101) | 28 (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 |
|---|---|---|---|
| PAPE, ZACHARY | 2 | 72.4% | +19.4% |
| ANYA, CHARLES E | 2 | 81.7% | +32.9% |
| PATEL, PREMAL R | 1 | 77.9% | +6.4% |
| RUIZ, ANGELICA | 1 | 83.2% | +14.5% |
| LING, FOR K. | 1 | 53.7% | +18.6% |
| HANSELL JR., RICHARD A | 1 | 76.8% | +26.3% |
| YEUNG, MATTHEW | 1 | 74.3% | +9.2% |
| DESROSIERS, EVANS | 1 | 82.8% | +23.1% |
| KOPPOLU, VAISALI RAO | 1 | 79.3% | +26.6% |
| YANG, NIEN | 1 | 73.3% | +28.1% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18474081 | LICENSE MANAGEMENT FOR SOFTWARE DEFINED SILICON | ANYA, CHARLES E | 37d overdue |
| 17855314 | METHODS AND APPARATUS TO SYNCHRONIZE THREADS | ANYA, CHARLES E | 28d |
| 19264573 | APPARATUS, SYSTEMS, ARTICLES OF MANUFACTURE, AND METHODS FOR DATA LIFECYCLE MANAGEMENT IN AN EDGE ENVIRONMENT | RUIZ, ANGELICA | — |
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 |
|---|---|---|---|
| 18200998 | GENERATING GAZE CORRECTED IMAGES USING BIDIRECTIONALLY TRAINED NETWORK | BALI, VIKKRAM | 17d overdue |
| 17956574 | METHODS AND APPARATUS FOR LEAK ISOLATION AND DETECTION | HAMMOND III, THOMAS M | 14d |
| 18913652 | Blockchains For Securing IoT Devices | NGUYEN, PHUOC H | 15d |
| 17709639 | METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO IMPROVE BANDWIDTH FOR PACKET TIMESTAMPING | LEE, CHAE S | 15d |
| 17628896 | METHODS AND APPARATUS TO ATTEST OBJECTS IN EDGE COMPUTING ENVIRONMENTS | CHAO, MICHAEL W | 27d |
| 18217497 | SUBTITLE POSITIONING BASED ON SALIENCY DETECTION | CHEN, HUO LONG | 29d |
| 19013914 | TECHNOLOGIES FOR PROVIDING ATTESTATION OF FUNCTION AS A SERVICE FLAVORS | DESROSIERS, EVANS | 34d |
| 18565996 | APPARATUS, METHOD, DEVICE AND MEDIUM FOR ACCELERATING COMPUTATION OF PROCESS ENGINE | CHANNAVAJJALA, SRIRAMA T | 90d |
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 |
|---|---|---|---|
| 18474081 | LICENSE MANAGEMENT FOR SOFTWARE DEFINED SILICON | ANYA, CHARLES E | 37d overdue |
| 19003253 | SELECTIVE PACKING OF PATCHES FOR IMMERSIVE VIDEO | YANG, NIEN | 8d overdue |
| 17855314 | METHODS AND APPARATUS TO SYNCHRONIZE THREADS | ANYA, CHARLES E | 28d |
| 19013914 | TECHNOLOGIES FOR PROVIDING ATTESTATION OF FUNCTION AS A SERVICE FLAVORS | DESROSIERS, EVANS | 34d |
| 19264573 | APPARATUS, SYSTEMS, ARTICLES OF MANUFACTURE, AND METHODS FOR DATA LIFECYCLE MANAGEMENT IN AN EDGE ENVIRONMENT | RUIZ, ANGELICA | — |
| 19082983 | COOLING CONFIGURATION FOR MEMORY DEVICE AND RELATED COMPUTER SYSTEM | LING, FOR K. | — |
| 18995345 | ENHANCED IMAGE SLICE RECONSTRUCTION FOR VIDEO STREAMS | HANSELL JR., RICHARD A | — |
| 18992105 | IMAGE PROCESSING WITH FACE MASK DETECTION | KOPPOLU, VAISALI RAO | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Intel | 94 |
| Art Unit | Apps |
|---|---|
| 2128 | 3 |
| 2491 | 2 |
| 2194 | 2 |
| 2835 | 2 |
| 2893 | 2 |
| 2817 | 2 |
| 2125 | 2 |
| 2624 | 1 |
| 2154 | 1 |
| 2486 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19406116 | METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO CONTROL A MICRO-LED DISPLAY | Intel Corporation | PATEL, PREMAL R | 2624 | DP | Non-Final OA | — | Pending | Dec 02, 2025 |
| 19264573 | APPARATUS, SYSTEMS, ARTICLES OF MANUFACTURE, AND METHODS FOR DATA LIFECYCLE MANAGEMENT IN AN EDGE ENVIRONMENT | Intel Corporation | RUIZ, ANGELICA | 2154 | DP | Non-Final OA | — | Pending | Jul 09, 2025 |
| 19082983 | COOLING CONFIGURATION FOR MEMORY DEVICE AND RELATED COMPUTER SYSTEM | Intel Corporation | LING, FOR K. | §102§103§112 | Non-Final OA | — | Pending | Mar 18, 2025 | |
| 18995345 | ENHANCED IMAGE SLICE RECONSTRUCTION FOR VIDEO STREAMS | Intel Corporation | HANSELL JR., RICHARD A | 2486 | §103 | Non-Final OA | — | Pending | Jan 16, 2025 |
| 19013341 | GLARE AND OCCLUDED VIEW COMPENSATION FOR AUTOMOTIVE AND OTHER APPLICATIONS | Intel Corporation | YEUNG, MATTHEW | 2625 | §102§112DP | Final Rejection | 9d | AI Ready | Jan 08, 2025 |
| 19013914 | TECHNOLOGIES FOR PROVIDING ATTESTATION OF FUNCTION AS A SERVICE FLAVORS | Intel Corporation | DESROSIERS, EVANS | 2491 | §103§112 | Final Rejection | 34d | Pending | Jan 08, 2025 |
| 18992105 | IMAGE PROCESSING WITH FACE MASK DETECTION | Intel Corporation | KOPPOLU, VAISALI RAO | §101§103 | Non-Final OA | — | Pending | Jan 07, 2025 | |
| 19003253 | SELECTIVE PACKING OF PATCHES FOR IMMERSIVE VIDEO | Intel Corporation | YANG, NIEN | 2484 | §103 | Non-Final OA | 8d overdue | AI Ready | Dec 27, 2024 |
| 18999871 | HEAD POSE ESTIMATION IN COMPUTER VISION | Intel Corporation | GOEBEL, EMMA ROSE | §103 | Non-Final OA | — | Pending | Dec 23, 2024 | |
| 19000194 | METHODS AND APPARATUS FOR REGION-OF-INTEREST (ROI) CROPPING | Intel Corporation | SUN, JIANGENG | §103 | Non-Final OA | — | Pending | Dec 23, 2024 | |
| 18972287 | METHODS AND APPARATUS TO IMPROVE USER EXPERIENCE ON COMPUTING DEVICES | Intel Corporation | WANG, ZHIPENG | §103§112 | Non-Final OA | — | Pending | Dec 06, 2024 | |
| 18870178 | METHODS AND APPARATUS FOR REAL-TIME INTERACTIVE PERFORMANCES | Intel Corporation | LEE, BENEDICT E | §103 | Non-Final OA | — | Pending | Nov 27, 2024 | |
| 18938955 | METHODS AND APPARATUS FOR DISTRIBUTED USE OF A MACHINE LEARNING MODEL | Intel Corporation | SISON, JUNE Y | 2455 | §103Other | Final Rejection | 29d | AI Ready | Nov 06, 2024 |
| 18913652 | Blockchains For Securing IoT Devices | Intel Corporation | NGUYEN, PHUOC H | 2451 | §101§103 | Final Rejection | 15d | AI Ready | Oct 11, 2024 |
| 18898267 | METHODS AND APPARATUS TO ENABLE SECURE MULTI-COHERENT AND POOLED MEMORY IN AN EDGE NETWORK | Intel Corporation | WARREN, TRACY A | 2137 | §102§103 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18897955 | COLD PLATE ARCHITECTURE FOR LIQUID COOLING OF DEVICES | Intel Corporation | PAPE, ZACHARY | §102§103 | Non-Final OA | — | Pending | Sep 26, 2024 | |
| 18821498 | VIDEO SURVEILLANCE WITH NEURAL NETWORKS | Movidius Ltd. | CHIN, RICKY | 2424 | §103 | Final Rejection | — | Pending | Aug 30, 2024 |
| 18842342 | PERIPHERAL INPUT DEVICES INCLUDING USER PRESENCE DETECTION SENSORS AND RELATED METHODS | Intel Corporation | BAE, JI H | 2176 | §112 | Final Rejection | 23d | AI Ready | Aug 28, 2024 |
| 18793322 | TECHNOLOGIES FOR RADIO EQUIPMENT CYBERSECURITY AND MULTIRADIO INTERFACE TESTING | Intel Corporation | CASCA, FRED A | §103 | Non-Final OA | — | Pending | Aug 02, 2024 | |
| 18717275 | METHOD AND APPARATUS FOR ACCELERATING DEEP LEANING INFERENCE BASED ON HW-AWARE SPARSITY PATTERN | Intel Corporation | GURMU, MULUEMEBET | §103 | Non-Final OA | — | Pending | Jun 06, 2024 | |
| 18709267 | DECIMAL-BIT NETWORK QUANTIZATION OF CONVOLUTIONAL NEURAL NETWORK MODELS | Intel Corporation | DIEP, DUY T | §103 | Non-Final OA | — | Pending | May 10, 2024 | |
| 18634115 | DEEP LEARNING-BASED REAL-TIME DETECTION AND CORRECTION OF COMPROMISED SENSORS IN AUTONOMOUS MACHINES | Intel Corporation | CHOU, SHIEN MING | §103§112 | Non-Final OA | — | Pending | Apr 12, 2024 | |
| 18395311 | METHODS AND APPARATUS FOR RECOMMENDATION SYSTEMS WITH ANONYMIZED DATASETS | Intel Corporation | PHAM, TUAN A | §103 | Non-Final OA | — | Pending | Dec 22, 2023 | |
| 18573572 | REDUCED POWER CAMERA CONTROL SYSTEM | Intel Corporation | ABDI, AMARA | 2668 | §103 | Final Rejection | 72d overdue | AI Ready | Dec 22, 2023 |
| 18395116 | DATA PACKAGING PROTOCOLS FOR COMMUNICATIONS BETWEEN IoT DEVICES | Intel Corporation | TANG, KIET G | 2469 | §103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18571616 | APPARATUS, METHOD, DEVICE AND MEDIUM FOR LOSS BALANCING IN MULTI-TASK LEARNING | Intel Corporation | TSAI, JAMES T | §101§103 | Non-Final OA | — | Pending | Dec 18, 2023 | |
| 18571149 | APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS FOR DATA COLLECTION BALANCING FOR SUSTAINABLE STORAGE | Intel Corporation | ROSEN, ELIZABETH H | 3693 | §103 | Non-Final OA | — | Pending | Dec 15, 2023 |
| 18571150 | METHOD AND APPARATUS FOR OPTIMIZING INFERENCE OF DEEP NEURAL NETWORKS | Intel Corporation | NGUYEN, MAIKHANH | §101§103 | Non-Final OA | — | AI Ready | Dec 15, 2023 | |
| 18569570 | METHODS AND APPARATUS FOR TILE-BASED STITCHING AND ENCODING OF IMAGES | Intel Corporation | TRAN, JENNY NGAN | 2615 | §103 | Non-Final OA | 31d overdue | AI Ready | Dec 12, 2023 |
| 18565967 | APPARATUS AND METHOD FOR DYNAMIC QUADRUPLE CONVOLUTION IN 3D CNN | Intel Corporation | KASSIM, IMAD MUTEE | §101§112 | Non-Final OA | — | Pending | Nov 30, 2023 | |
| 18565996 | APPARATUS, METHOD, DEVICE AND MEDIUM FOR ACCELERATING COMPUTATION OF PROCESS ENGINE | Intel Corporation | CHANNAVAJJALA, SRIRAMA T | §101§103 | Final Rejection | 90d | Pending | Nov 30, 2023 | |
| 18474081 | LICENSE MANAGEMENT FOR SOFTWARE DEFINED SILICON | Intel Corporation | ANYA, CHARLES E | 2194 | §103 | Non-Final OA | 37d overdue | AI Ready | Sep 25, 2023 |
| 18279820 | METHODS AND APPARATUS TO MODIFY PRE-TRAINED MODELS TO APPLY NEURAL ARCHITECTURE SEARCH | Intel Corporation | STORK, KYLE R | 2128 | §101§103 | Final Rejection | — | Pending | Aug 31, 2023 |
| 18456965 | ENHANCED POWER MANAGEMENT FOR SUPPORT OF PRIORITY SYSTEM EVENTS | Intel Corporation | YEN, PAUL JUEI-FU | 2175 | §103§112 | Final Rejection | — | Pending | Aug 28, 2023 |
| 18358003 | ENHANCED PERFORMANCE AND EFFICIENCY OF VERSATILE VIDEO CODING DECODER PIPELINE FOR ADVANCED VIDEO CODING FEATURES | Intel Corporation | RIDER, JUSTIN W | §102§103 | Non-Final OA | — | Pending | Jul 24, 2023 | |
| 18217495 | BACKLIGHT ADJUSTMENT TECHNOLOGIES | Intel Corporation | ADEDIRAN, ABDUL -SAMAD A | 2621 | §102§103 | Non-Final OA | — | Pending | Jun 30, 2023 |
| 18345748 | METHODS AND APPARATUS TO ROUTE DISPLAY STREAM DATA | Intel Corporation | VO, TIM T | §103 | Non-Final OA | — | Pending | Jun 30, 2023 | |
| 18345972 | METHODS AND APPARATUS TO IMPLEMENT THERMAL GRADIENT PROJECTION AND DESIGN FEEDBACK ON POWER DELIVERY | Intel Corporation | BOWERS, BRANDON | §102§103 | Non-Final OA | — | Pending | Jun 30, 2023 | |
| 18346006 | SYSTEMS, APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS FOR WIRELESS NETWORK OPTIMIZATION | Intel Corporation | CHEN, JUNPENG | 2645 | §103 | Final Rejection | 23d | AI Ready | Jun 30, 2023 |
| 18345497 | METHODS AND APPARATUS FOR A REMOTE PROCESSING ACCELERATION ENGINE | Intel Corporation | SNYDER, STEVEN G | 2184 | §103 | Non-Final OA | — | Pending | Jun 30, 2023 |
| 18217497 | SUBTITLE POSITIONING BASED ON SALIENCY DETECTION | Intel Corporation | CHEN, HUO LONG | 2682 | §102§103 | Final Rejection | 29d | AI Ready | Jun 30, 2023 |
| 18345695 | COMPLIANT INSERTS FOR PIN DIPPING PROCESSES | Intel Corporation | SAAD, ERIN BARRY | §102§112Other | Non-Final OA | — | Pending | Jun 30, 2023 | |
| 18216049 | FAN MODULES FOR ELECTRONIC DEVICES | Intel Corporation | MALLON, BRETT PETERSON | §102§103§112 | Non-Final OA | — | Pending | Jun 29, 2023 | |
| 18343970 | DIE CONTACT TORSIONAL SPRINGS | Intel Corporation | WU, JAMES | 2835 | §102§103§112 | Non-Final OA | — | Pending | Jun 29, 2023 |
| 18344308 | COLD PLATES FOR SECONDARY SIDE COMPONENTS OF PRINTED CIRCUIT BOARDS | Intel Corporation | MATEY, MICHAEL A | §102§103 | Non-Final OA | — | Pending | Jun 29, 2023 | |
| 18344638 | THERMAL MANAGEMENT SYSTEMS FOR ELECTRONIC DEVICES AND RELATED METHODS | Intel Corporation | AUGUSTIN, CHRISTOPHER L | §102 | Non-Final OA | — | Pending | Jun 29, 2023 | |
| 18344801 | METHODS AND APPARATUS TO GENERATE AN EGRESS TIMESTAMP | Intel Corporation | SHIN, KYUNG H | §103 | Non-Final OA | — | Pending | Jun 29, 2023 | |
| 18343993 | DEFLECTION SPRING COMPRESSION MOUNTING | Intel Corporation | EDWARDS, ANTHONY Q | §102§112 | Non-Final OA | — | Pending | Jun 29, 2023 | |
| 18342549 | METHODS AND APPARATUS TO PROCESS IMAGES USING SEGMENTATION | Intel Corporation | SHERMAN, STEPHEN G | §102§103 | Non-Final OA | — | Pending | Jun 27, 2023 | |
| 18340662 | METHODS, SYSTEMS, APPARATUS, AND ARTICLES OF MANUFACTURE TO VALIDATE TIMING CONSTRAINTS FOR AN INTEGRATED CIRCUIT | Intel Corporation | DOAN, NGHIA M | §103 | Non-Final OA | — | Pending | Jun 23, 2023 | |
| 18339685 | GLASS LAYERS AND CAPACITORS FOR USE WITH INTEGRATED CIRCUIT PACKAGES | Intel Corporation | KIM, TONG-HO | §102§103 | Non-Final OA | — | Pending | Jun 22, 2023 | |
| 18328490 | METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO MANAGE BATTERY OUTGASSING CONDITIONS | Intel Corporation | HARRISON, MICHAEL A | 2852 | §102§103 | Non-Final OA | — | Pending | Jun 02, 2023 |
| 18200998 | GENERATING GAZE CORRECTED IMAGES USING BIDIRECTIONALLY TRAINED NETWORK | Intel Corporation | BALI, VIKKRAM | 2663 | §101§103 | Non-Final OA | 17d overdue | AI Ready | May 23, 2023 |
| 18319164 | SURFACE FINISHES FOR CONTACTS AND FIDUCIAL MARKERS ON INTEGRATED CIRCUIT PACKAGE SUBSTRATES AND ASSOCIATED METHODS | Intel Corporation | BLACKWELL, ASHLEY NICOLE | §103 | Non-Final OA | — | Pending | May 17, 2023 | |
| 18313994 | TELEMETRY SYSTEMS FOR MONITORING COOLING OF COMPUTE COMPONENTS AND RELATED APPARATUS AND METHODS | Intel Corporation | CORTES, HOWARD | 2118 | §102 | Final Rejection | 2d overdue | AI Ready | May 08, 2023 |
| 18312584 | METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO RE-PARAMETERIZE MULTIPLE HEAD NETWORKS OF AN ARTIFICIAL INTELLIGENCE MODEL | Intel Corporation | GARNER, CASEY R | §103 | Non-Final OA | — | Pending | May 04, 2023 | |
| 18305147 | LOW CONTENTION CURRENT CIRCUITS | Intel Corporation | TRAN, MICHAEL THANH | §103 | Non-Final OA | — | Pending | Apr 21, 2023 | |
| 18303415 | METHODS, SYSTEMS, APPARATUS, AND ARTICLES OF MANUFACTURE TO CONTROL COOLING IN AN EDGE ENVIRONMENT | Intel Corporation | KNOX, KALERIA | 2857 | §103 | Non-Final OA | — | Pending | Apr 19, 2023 |
| 18128747 | VIDEO ENCODING BASED ON COST OF SIGNALING A VIDEO ENCODING TOOL SETTING | Intel Corporation | NOH, JAE NAM | §102 | Non-Final OA | 84d | Pending | Mar 30, 2023 | |
| 18192576 | MEMS DIES EMBEDDED IN GLASS CORES | Intel Corporation | CAMPBELL, SHAUN M | 2893 | §102§103 | Final Rejection | — | Pending | Mar 29, 2023 |
| 18179092 | METHODS AND APPARATUS TO PLACE BALLS FOR SECOND LEVEL INTERCONNECTS OF INTEGRATED CIRCUIT PACKAGES | Intel Corporation | WARD, DAVID WILLIAM | 2891 | §102§103§112 | Non-Final OA | — | Pending | Mar 06, 2023 |
| 18166974 | METHODS AND APPARATUS TO IMPLEMENT LOCALIZED CONTEXT CONFIGURATION FOR ELECTRONIC DESIGN AUTOMATION | Intel Corporation | SOUNDRANAYAGAM, RAYAPPU NMN | 2851 | §103 | Final Rejection | 46d | Pending | Feb 09, 2023 |
| 18159666 | METHODS AND APPARATUS TO SCHEDULE PARALLEL INSTRUCTIONS USING HYBRID CORES | Intel Corporation | CHU JOY, JORGE A | 2195 | §103 | Final Rejection | 6d | AI Ready | Jan 25, 2023 |
| 18148717 | METHODS AND APPARATUS TO DETECT DEFECTS DURING SEMICONDUCTOR CHIP FABRICATION AND/OR TO DEBUG SEMICONDUCTOR CHIPS AFTER FABRICATION | Intel Corporation | MEHTA, RATISHA | 2817 | §102§103 | Non-Final OA | — | Pending | Dec 30, 2022 |
| 18148945 | PHOTONIC INTEGRATED CIRCUITS WITH GLASS CORES | Intel Corporation | TAVLYKAEV, ROBERT FUATOVICH | 2896 | §103 | Final Rejection | 7d | AI Ready | Dec 30, 2022 |
| 18148148 | METHODS AND APPARATUS TO REDUCE SOLDER BUMP BRIDGING BETWEEN TWO SUBSTRATES | Intel Corporation | BARZYKIN, VICTOR V | 2893 | §102§103 | Non-Final OA | — | Pending | Dec 29, 2022 |
| 18148138 | UNCERTAINTY ANALYSIS OF EVIDENTIAL DEEP LEARNING NEURAL NETWORKS | Intel Corporation | BOSTWICK, SIDNEY VINCENT | 2124 | §101§103§112 | Final Rejection | — | Pending | Dec 29, 2022 |
| 18147503 | SUBSTRATE PACKAGE-INTEGRATED OXIDE CAPACITORS AND RELATED METHODS | Intel Corporation | FREY, KIMBERLY NEWMAN | 2817 | §103 | Non-Final OA | — | Pending | Dec 28, 2022 |
| 18147535 | METHODS, SYSTEMS, APPARATUS, AND ARTICLES OF MANUFACTURE TO PRODUCE INTEGRATED CIRCUIT PACKAGES HAVING SILICON NITRIDE ADHESION PROMOTERS | Intel Corporation | TRAYWICK, ANDREW PRESTON | 1737 | §103 | Non-Final OA | — | Pending | Dec 28, 2022 |
| 18089513 | SOURCE-FREE ACTIVE ADAPTATION TO DISTRIBUTIONAL SHIFTS FOR MACHINE LEARNING | Intel Corporation | HWANG, MEGAN ELIZABETH | 2143 | §103 | Final Rejection | 60d | AI Ready | Dec 27, 2022 |
| 18146295 | METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO IMPROVE DISTRIBUTED MACHINE LEARNING EFFICIENCY | Intel Corporation | JAYAKUMAR, CHAITANYA R | 2128 | §103 | Final Rejection | 15d | AI Ready | Dec 23, 2022 |
| 18069751 | HEATING AND COOLING SYSTEMS FOR EDGE DATA CENTERS | Intel Corporation | SCHERMERHORN, JON | 3763 | §103 | Non-Final OA | — | Pending | Dec 21, 2022 |
| 18069098 | SYSTEMS, APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS TO IMPROVE DEVICE CONNECTIVITY | Intel Corporation | JEAN, FRANTZ B | 2454 | §103 | Non-Final OA | 8d | AI Ready | Dec 20, 2022 |
| 18076366 | METHODS AND APPARATUS TO SERVICE WORKLOADS LOCALLY AT A COMPUTING DEVICE | Intel Corporation | TONG, JUSTIN CHE-CHUN | 2196 | §103 | Non-Final OA | 5d overdue | AI Ready | Dec 06, 2022 |
| 17967666 | IMAGE PROCESSING TECHNOLOGIES | Intel Corporation | RICHER, AARON M | 2617 | §103 | Final Rejection | — | AI Ready | Oct 17, 2022 |
| 17956574 | METHODS AND APPARATUS FOR LEAK ISOLATION AND DETECTION | Intel Corporation | HAMMOND III, THOMAS M | 2855 | §102§103 | Final Rejection | 14d | AI Ready | Sep 29, 2022 |
| 17955210 | METHODS AND APPARATUS TO IMPROVE PIN CONTACT OF A COMPONENT STACK | Intel Corporation | ANDERSON, AMARA | 2831 | §102§103 | Non-Final OA | — | AI Ready | Sep 28, 2022 |
| 17942995 | METHODS AND APPARATUS TO IMPROVE PERFORMANCE OF ENCRYPTION AND DECRYPTION TASKS | Intel Corporation | BECHTEL, KEVIN M | 2491 | §112 | Non-Final OA | — | AI Ready | Sep 12, 2022 |
| 17856176 | APPARATUS, SYSTEMS, AND RELATED METHODS FOR DISPLAY PANEL POWER SAVINGS DURING STYLUS USAGE | Intel Corporation | SUTEERAWONGSA, JARURAT | 2623 | §103 | Non-Final OA | — | AI Ready | Jul 01, 2022 |
| 17855667 | SUBSTRATES HAVING ADHESION PROMOTOR LAYERS AND RELATED METHODS | Intel Corporation | ANDREWS, FELIX BRYAN | 2812 | §103 | Final Rejection | 31d overdue | AI Ready | Jun 30, 2022 |
| 17855314 | METHODS AND APPARATUS TO SYNCHRONIZE THREADS | Intel Corporation | ANYA, CHARLES E | 2194 | §103 | Final Rejection | 28d | AI Ready | Jun 30, 2022 |
| 17850561 | METHODS, SYSTEMS, AND APPARATUS TO GENERATE LOGIC BASED THERMAL DEGRADATION ALERTS IN COMPUTE DEVICES | Intel Corporation | AL-TAWEEL, MUAAMAR QAHTAN | 2838 | §103 | Final Rejection | — | Pending | Jun 27, 2022 |
| 17744359 | MICROSTRIP ROUTING CIRCUITS WITH DIELECTRIC FILMS | Intel Corporation | THOMPSON, TIMOTHY J | 2847 | §102§103 | Final Rejection | — | Pending | May 13, 2022 |
| 17710640 | THIN FORM FACTOR ASSEMBLIES FOR COOLING DIMMS | Intel Corporation | PAPE, ZACHARY | 2835 | §112 | Non-Final OA | — | AI Ready | Mar 31, 2022 |
| 17709639 | METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO IMPROVE BANDWIDTH FOR PACKET TIMESTAMPING | Intel Corporation | LEE, CHAE S | 2415 | §103§112 | Final Rejection | 15d | AI Ready | Mar 31, 2022 |
| 17638337 | EDGE COMPUTING TECHNOLOGIES FOR TRANSPORT LAYER CONGESTION CONTROL AND POINT-OF-PRESENCE OPTIMIZATIONS BASED ON EXTENDED INADVANCE QUALITY OF SERVICE NOTIFICATIONS | Intel Corporation | KHAN, MEHMOOD B | 2419 | §103 | Non-Final OA | — | Pending | Feb 25, 2022 |
| 17628896 | METHODS AND APPARATUS TO ATTEST OBJECTS IN EDGE COMPUTING ENVIRONMENTS | Intel Corporation | CHAO, MICHAEL W | 2492 | §103§112 | Final Rejection | 27d | AI Ready | Jan 20, 2022 |
| 17560231 | METHODS AND APPARATUS FOR NETWORK INTERFACE DEVICE-BASED EDGE COMPUTING | Intel Corporation | HEADLY, MELISSA A | 2197 | §103 | Final Rejection | 118d overdue | AI Ready | Dec 22, 2021 |
| 17553329 | CONTENT FIDELITY ADJUSTMENT BASED ON USER INTERACTION | Intel Corporation | NGUYEN, PHUONG H | 2174 | §103 | Non-Final OA | — | Pending | Dec 16, 2021 |
| 17543551 | METHOD AND SYSTEM OF HIGHLY EFFICIENT NEURAL NETWORK IMAGE PROCESSING | Intel Corporation | HAN, KYU HYUNG | 2123 | §103 | Final Rejection | 33d | AI Ready | Dec 06, 2021 |
| 17504282 | DEEP NEURAL NETWORK OPTIMIZATION SYSTEM FOR MACHINE LEARNING MODEL SCALING | Intel Corporation | DETERDING, GWYNEVERE AMELIA | 2125 | §101§103§112 | Non-Final OA | — | AI Ready | Oct 18, 2021 |
| 17497736 | DEEP NEURAL NETWORK MODEL DESIGN ENHANCED BY REAL-TIME PROXY EVALUATION FEEDBACK | Intel Corporation | MAUNI, HUMAIRA ZAHIN | 2141 | §103 | Non-Final OA | — | Pending | Oct 08, 2021 |
| 17254150 | TECHNIQUES TO DETECT FUSIBLE OPERATORS WITH MACHINE LEARNING | Intel Corporation | ALGHAZZY, SHAMCY | 2128 | §101 | Final Rejection | — | Pending | Dec 18, 2020 |
| 16649523 | TRAINING DATA GENERATORS AND METHODS FOR MACHINE LEARNING | Intel Corporation | PRESSLY, KURT NICHOLAS | 2125 | §101§103 | Non-Final OA | — | Pending | Mar 20, 2020 |
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