Prosecution Insights
Last updated: April 19, 2026

Examiner: ALABI, OLUWATOSIN O

Tech Center 2100 • Art Units: 2123 2124 2126 2129

This examiner grants 58% of resolved cases

Performance Statistics

58.3%
Allow Rate
+3.3% vs TC avg
244
Total Applications
+26.3%
Interview Lift
1338
Avg Prosecution Days
Based on 199 resolved cases, 2023–2026

Rejection Statute Breakdown

21.9%
§101 Eligibility
9.5%
§102 Novelty
40.0%
§103 Obviousness
23.2%
§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
17666207 Real Time Monitoring and Smart Ingestion of Models Using an Augmented Reality Distributed Ledger with Edge Computing Non-Final OA Bank of America Corporation
18462013 FEATURE SELECTION FOR REINFORCEMENT LEARNING MODELS Non-Final OA Capital One Services, LLC
17465398 SYSTEMS AND METHODS FOR TRAINING AND USING MACHINE LEARNING MODELS AND ALGORITHMS Final Rejection FORD GLOBAL TECHNOLOGIES, LLC
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
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
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
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.
17154401 MOMENTUM CONTRASTIVE AUTOENCODER Final Rejection Salesforce.com, inc.
17493712 MINIMIZING ALGORITHMIC BIAS IN MACHINE LEARNING MODELS Final Rejection AT&T Mobility II 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.
18532767 SELF-SUPERVISED DATA OBFUSCATION IN FOUNDATION MODELS Non-Final OA Protopia AI, Inc.
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
17220892 Systems and Methods for Generating an Interactive Avatar Model Non-Final OA VIDEX, INC.
17264648 DATA PROCESSING MODULE, DATA PROCESSING SYSTEM AND DATA PROCESSING METHOD Final Rejection GrAI Matter Labs S.A.S.

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month