Prosecution Insights
Last updated: April 19, 2026

Examiner: GODO, MORIAM MOSUNMOLA

Tech Center 2100 • Art Units: 2121 2148

This examiner grants 44% of resolved cases

Performance Statistics

44.1%
Allow Rate
-10.9% vs TC avg
115
Total Applications
+33.4%
Interview Lift
1720
Avg Prosecution Days
Based on 68 resolved cases, 2023–2026

Rejection Statute Breakdown

16.1%
§101 Eligibility
12.7%
§102 Novelty
56.7%
§103 Obviousness
12.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17221962 DEEP NEURAL NETWORK WITH REDUCED PARAMETER COUNT Final Rejection Nokia Technologies Oy
17538138 Indexing Operations In Neural Network Processor Final Rejection Apple Inc.
17870038 NEURAL PROCESSING UNIT FOR ATTENTION-BASED INFERENCE Final Rejection Arm Limited
17476345 SPEECH RECOGNITION METHOD AND APPARATUS, AND NEURAL NETWORK TRAINING METHOD AND APPARATUS Final Rejection Tencent Technology (Shenzhen) Company Limited
18044842 Modeling Dependencies with Global Self-Attention Neural Networks Non-Final OA Google LLC
17311730 CONTENT CLASSIFICATION METHOD AND CLASSIFICATION MODEL GENERATION METHOD Final Rejection SEMICONDUCTOR ENERGY LABORATORY CO., LTD.
17161093 HYBRID GRAPH NEURAL NETWORK Non-Final OA International Business Machines Corporation
17039559 MEMORY-MAPPED NEURAL NETWORK ACCELERATOR FOR DEPLOYABLE INFERENCE SYSTEMS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
16662532 3D NEURAL INFERENCE PROCESSING UNIT ARCHITECTURES Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17484918 NEURAL NETWORK ACCELERATOR SYSTEM FOR IMPROVING SEMANTIC IMAGE SEGMENTATION Non-Final OA Intel Corporation
18823451 CROSS-RELEVANT REFINEMENT OF GENERATIVE ARTIFICIAL INTELLIGENCE MODELS FOR CREATIVE CONTENT ACROSS MULTIPLE PLATFORMS Final Rejection Dropbox, Inc.
18142897 GRAPH EMBEDDING METHOD AND SYSTEM THEREOF Non-Final OA SAMSUNG SDS CO., LTD.
19060794 ACTIVE DEEP LEARNING CORE WITH LOCALLY SUPERVISED DYNAMIC PRUNING Final Rejection AtomBeam Technologies Inc.
19054759 DYNAMICALLY-ENCODED AGENT NETWORK FOR OPTIMIZED DEEP LEARNING Final Rejection AtomBeam Technologies Inc.
19044546 ENHANCED NEURAL NETWORK ARCHITECTURE WITH META-SUPERVISED BUNDLE-BASED COMMUNICATION AND ADAPTIVE SIGNAL TRANSFORMATION Final Rejection AtomBeam Technologies Inc.
19026276 REAL-TIME NEURAL NETWORK ARCHITECTURE ADAPTATION THROUGH SUPERVISED NEUROGENSIS DURING INFERENCE OPERATIONS Final Rejection AtomBeam Technologies Inc.
18928022 NETWORK OF SUPERVISORY NEURONS FOR GLOBALLY ADAPTIVE DEEP LEARNING CORE Non-Final OA AtomBeam Technologies Inc.
18918077 REAL-TIME TIME SERIES FORECASTING USING A COMPOUND LARGE CODEWORD MODEL Non-Final OA AtomBeam Technologies Inc.
18914240 DEEP LEARNING ARCHITECTURE FOR OPERATING ON HOMOMORPHICALLY COMPRESSED AND ENCRYPTED DATA Final Rejection AtomBeam Technologies Inc.
18907466 MULTIMODAL DATA PROCESSING AND GENERATION SYSTEM USING VQ-VAE AND LATENT TRANSFORMER Final Rejection AtomBeam Technologies Inc.
18890788 LIGHTWEIGHT CODEWORD MODEL FOR EDGE OPERATION USING AN ALL-BINARY CORE Non-Final OA AtomBeam Technologies Inc.
18737906 LATENT TRANSFORMER CORE FOR A LARGE CODEWORD MODEL Non-Final OA AtomBeam Technologies Inc.
16926407 EFFICIENT SEARCH OF ROBUST ACCURATE NEURAL NETWORKS Non-Final OA Rensselaer Polytechnic Institute
17214723 ACCESSING TENSORS Final Rejection NVIDIA Corporation
17246219 SYSTEMS, METHODS, AND MEDIA FOR GENERATING AND USING SPIKING NEURAL NETWORKS WITH IMPROVED EFFICIENCY Final Rejection Wisconsin Alumni Research Foundation
18778094 APPARATUS AND METHOD FOR TRAINING AN EXCITATION MODEL USING REPRESENTATION DATA Non-Final OA Flourish Worldwide, LLC
17177391 DETERMINING DEMAND CURVES FROM COMFORT CURVES Non-Final OA PassiveLogic, Inc.
17422288 System and Method for Automated Material Take-Off Non-Final OA Matrak Shield Pty. Ltd.
17302402 SYSTEM AND METHOD OF QUANTUM ENHANCED ACCELERATED NEURAL NETWORK TRAINING Non-Final OA equal1.labs Inc.

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