Prosecution Insights
Last updated: May 29, 2026

Examiner: ALABI, OLUWATOSIN O

Tech Center 2100 • Art Units: 2123 2124 2126 2129

This examiner grants 60% of resolved cases

Performance Statistics

59.8%
Allow Rate
+4.8% vs TC avg
247
Total Applications
+22.6%
Interview Lift
1425
Avg Prosecution Days
Based on 209 resolved cases, 2023–2026

Rejection Statute Breakdown

2.6%
§101 Eligibility
7.1%
§102 Novelty
86.8%
§103 Obviousness
2.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17835457 METHOD AND SYSTEM FOR WEIGHTED KNOWLEDGE DISTILLATION BETWEEN NEURAL NETWORK MODELS Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
16995032 ARCHITECTURE TO COMPUTE SPARSE NEURAL NETWORK Final Rejection THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
18229886 METHOD FOR TEACHING AN ELECTRONIC COMPUTING DEVICE, A COMPUTER PROGRAM PRODUCT, A COMPUTER-READABLE STORAGE MEDIUM AS WELL AS AN ELECTRONIC COMPUTING DEVICE Non-Final OA Siemens Aktiengesellschaft
17945978 METHOD AND DEVICE FOR COMPRESSING GENERATIVE PRE-TRAINED LANGUAGE MODELS VIA QUANTIZATION Non-Final OA Huawei Technologies Co., Ltd.
18122575 MULTI-STAGE MACHINE LEARNING MODEL CHAINING Non-Final OA Microsoft Technology Licensing, LLC
18342002 NEURONAL ACTIVITY MODULATION OF ARTIFICIAL NEURAL NETWORKS Non-Final OA International Business Machines Corporation
17342196 GENERATING LABELED SYNTHETIC IMAGES TO TRAIN MACHINE LEARNING MODELS Non-Final OA Deere & Company
19054628 BIOLOGICAL NEURAL NETWORK SYSTEM AND METHODS Non-Final OA Biological Black Box, Inc.
18203732 GENERATING EXTREME BUT PLAUSIBLE SYSTEM RESPONSE SCENARIOS USING GENERATIVE NEURAL NETWORKS Non-Final OA Nasdaq Technology AB
17815448 CONFIDENCE EVALUATION MODEL FOR STRUCTURE PREDICTION TASKS Final Rejection Adobe Inc.
17933806 MACHINE-LEARNING TECHNIQUES FOR REPRESENTING ITEMS IN A SPECTRAL DOMAIN Final Rejection NVIDIA CORPORATION
17873279 DETECTING AUDIBLE REACTIONS DURING VIRTUAL MEETINGS Final Rejection Zoom Video Communications, Inc.
17864214 PROCESSING A TIME-VARYING SIGNAL Non-Final OA Sony Interactive Entertainment Europe Limited
18532767 SELF-SUPERVISED DATA OBFUSCATION IN FOUNDATION MODELS Non-Final OA Protopia AI, Inc.
17493712 MINIMIZING ALGORITHMIC BIAS IN MACHINE LEARNING MODELS Final Rejection AT&T Mobility II LLC
17817402 HOLOGRAPHIC QUANTUM DYNAMICS SIMULATION Non-Final OA Quantinuum LLC
17901216 LEARNING DEVICE UNIT Non-Final OA Preferred Networks, Inc.
17709560 DENTAL CAD AUTOMATION USING DEEP LEARNING Final Rejection James R. Glidewell Dental Ceramics, Inc.
17831159 LTP-INDUCED ONLINE INCREMENTAL DEEP LEARNING Non-Final OA Actimize LTD.
17394086 SYSTEMS, METHODS, AND APPARATUS TO CLASSIFY PERSONALIZED DATA Final Rejection Nielsen Consumer LLC
17640633 QUANTUM COMPUTER SYSTEM AND METHOD FOR PERFORMING QUANTUM COMPUTATION WITH REDUCED CIRCUIT DEPTH Final Rejection Zapata Computing, Inc.
18025648 EVALUATION AND TRAINING OF MACHINE LEARNING MODULES WITHOUT CORRESPONDING GROUND TRUTH DATA SETS Final Rejection Bodygram, Inc.
18150881 METHOD FOR CORRECTING A DETECTED RESULT, DETECTION ARRANGEMENT, PHANTOM, AND APPARATUS FOR GENERATING SYNTHETIC DATA PAIRS Non-Final OA PTW-Freiburg Physikalisch-Technische Werkstätten Dr. Pychlau GmbH
17264648 DATA PROCESSING MODULE, DATA PROCESSING SYSTEM AND DATA PROCESSING METHOD Final Rejection GrAI Matter Labs S.A.S.

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