Prosecution Insights
Last updated: August 17, 2026

Examiner: BAKER, EZRA JAMES

Tech Center 2100 • Art Units: 2126

This examiner grants 38% of resolved cases

Performance Statistics

37.5%
Allow Rate
-17.5% vs TC avg
48
Total Applications
+41.7%
Interview Lift
1523
Avg Prosecution Days
Based on 24 resolved cases, 2023–2026

Rejection Statute Breakdown

33.3%
§101 Eligibility
8.3%
§102 Novelty
36.5%
§103 Obviousness
20.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17954011 NEURAL DEEP EQUILIBRIUM SOLVER Final Rejection Robert Bosch GmbH
18011636 Modeling of Long-Range Interactions with Reduced Feature Materialization via Lambda Functions Final Rejection Google LLC
17370462 FEDERATED TEACHER-STUDENT MACHINE LEARNING Non-Final OA Nokia Technologies Oy
18075216 SEMICONDUCTOR FILM THICKNESS PREDICTION USING MACHINE-LEARNING Final Rejection Applied Materials, Inc.
17398436 HARD EXAMPLE MINING FOR TRAINING A NEURAL NETWORK Final Rejection Waymo LLC
18051364 GENERATIVE GRAPH MODELING FRAMEWORK Final Rejection ADOBE INC.
17976084 HARDWARE ARTIFICIAL NEURAL NETWORK (ANN) ANALOG CIRCUIT, AND METHOD OF USING THEREOF Final Rejection TECHNION RESEARCH & DEVELOPMENT FOUNDATION LIMITED
17572844 CONVERSATIONAL ARTIFICIAL INTELLIGENCE SYSTEM WITH LIVE AGENT ENGAGEMENT BASED ON AUTOMATED FRUSTRATION LEVEL MONITORING Non-Final OA Dell Products L.P.
18512629 TRAINING A COMBINATION OF MULTIPLE QUANTUM AND CLASSICAL KERNELS Non-Final OA International Business Machines Corporation
17654439 PROVIDING AI EXPLANATIONS BASED ON TASK CONTEXT Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17538989 ORGANIZING SEQUENCES FOR TRANSFORMER COMPUTE Non-Final OA International Business Machines Corporation
18617011 OBJECT PROCESSING METHOD, DEVICE, READABLE MEDIUM AND ELECTRONIC DEVICE Non-Final OA BEIJING YOUZHUJU NETWORK TECHNOLOGY CO., LTD.
18175800 DYNAMIC QUANTUM INSTRUCTION FILE CUSTOMIZATION Final Rejection Red Hat, Inc.

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