Prosecution Insights
Last updated: August 18, 2026

Examiner: CHEN, KUANG FU

Tech Center 4100 • Art Units: 2126 2143 4100

This examiner grants 80% of resolved cases

Performance Statistics

80.0%
Allow Rate
+20.0% vs TC avg
295
Total Applications
+68.4%
Interview Lift
1077
Avg Prosecution Days
Based on 270 resolved cases, 2023–2026

Rejection Statute Breakdown

16.9%
§101 Eligibility
11.1%
§102 Novelty
50.3%
§103 Obviousness
15.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18295629 USE OF EPISODE ATTRIBUTES IN REINFORCEMENT LEARNING Final Rejection Wells Fargo Bank, N.A.
18649372 MAP-BASED GRAPHICAL USER INTERFACE FOR MULTI-TYPE SOCIAL MEDIA GALLERIES Final Rejection Snap Inc.
18651247 DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR SELECTING IMPLEMENTATIONS FOR OPERATORS FOR A NEURAL NETWORK, IN PARTICULAR FOR PROVIDING A COMPUTING DEVICE Non-Final OA Robert Bosch GmbH
18067532 METHODS AND APPARATUS FOR RELATED SEARCH WITHIN A BROWSER Final Rejection GOOGLE LLC
18318616 MODEL DISTILLATION TRAINING METHOD, RELATED APPARATUS AND DEVICE, AND READABLE STORAGE MEDIUM Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18579328 METHOD AND APPARATUS FOR TRAINING MACHINE LEARNING MODELS, COMPUTER DEVICE, AND STORAGE MEDIUM Non-Final OA SHANGHAI UNITED IMAGING HEALTHCARE CO., LTD.
18609311 Data Synthesis Using Generative Models Non-Final OA PayPal, Inc.
18400130 Copy-Or-Generate Model With Semi-Sandboxed Or Fully Sandboxed Decoding To Handle Text Generation Tasks In Accurate And Secure Manner Non-Final OA Oracle International Corporation
17854487 MULTI-STEP FORECASTING VIA TEMPORAL AGGREGATION Non-Final OA Oracle International Corporation
18021810 TRAINING DEVICE, TRAINING METHOD AND TRAINING PROGRAM Non-Final OA NIPPON TELEGRAPH AND TELEPHONE CORPORATION
18459536 COMPUTATIONALLY CUSTOMIZING INSTRUCTIONAL CONTENT Final Rejection Microsoft Technology Licensing, LLC
18564687 METHODS AND APPARATUSES FOR TRAINING A MODEL BASED REINFORCEMENT LEARNING MODEL Non-Final OA Telefonaktiebolaget LM Ericsson (PUBL)
18493657 SYSTEM AND METHOD FOR AUTO BINDING GRAPHICS TO COMPONENTS IN A BUILDING MANAGEMENT SYSTEM Final Rejection Honeywell International Inc.
18312287 MACHINE LEARNING MODEL WATERMARKING THROUGH FAIRNESS BIAS Final Rejection SAP SE
18351217 COMPUTER-READABLE RECORDING MEDIUM STORING MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND INFORMATION PROCESSING APPARATUS Non-Final OA Fujitsu Limited
18402330 IMAGE TEMPLATE-BASED AR FORM EXPERIENCES Final Rejection INTUIT INC.
18492646 EFFICIENT SEARCH FOR DATA AUGMENTATION POLICIES Non-Final OA Waymo LLC
18477575 PROBABILISTIC LOGICAL NEURAL NETWORK WITH INTERPRETABLE PARAMETERS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION

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