Prosecution Insights
Last updated: April 19, 2026

Examiner: PHAM, JESSICA THUY

Tech Center 2100 • Art Units: 2121

This examiner grants 33% of resolved cases

Performance Statistics

33.3%
Allow Rate
-21.7% vs TC avg
41
Total Applications
-33.3%
Interview Lift
1197
Avg Prosecution Days
Based on 3 resolved cases, 2023–2026

Rejection Statute Breakdown

26.8%
§101 Eligibility
11.0%
§102 Novelty
35.5%
§103 Obviousness
22.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17795276 METHOD AND APPARATUS FOR EARLY WARNING OF DRY PUMP SHUTDOWN, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM Final Rejection BOE Technology Group Co., Ltd.
18153796 SYSTEM AND METHOD FOR RECOMMENDING ITEMS BASED ON ENHANCED USER REPRESENTATIONS Final Rejection Walmart Apollo, LLC
17643501 SYSTEM AND METHOD FOR END-TO-END NEURAL ENTITY LINKING Non-Final OA JPMorgan Chase Bank, N.A.
18447347 MACHINE LEARNING DEVICE, MACHINE LEARNING METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM HAVING EMBODIED THEREON A MACHINE LEARNING PROGRAM Non-Final OA JVCKENWOOD Corporation
17936492 MACHINE LEARNING-BASED PART SELECTION BASED ON ENVIRONMENTAL CONDITION(S) Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17952577 METHODS AND SYSTEMS FOR AUTOMATED CREATION OF ANNOTATED DATA AND TRAINING OF A MACHINE LEARNING MODEL THEREFROM Final Rejection Robert Bosch GmbH
18157755 Self-Pruning Neural Networks with Regularized Auxiliary Variables Non-Final OA Oracle International Corporation
17884760 SYSTEMS AND METHODS FOR AI INFERENCE PLATFORM Final Rejection Palantir Technologies Inc.
18320896 APPARATUS AND METHOD WITH QUANTIZATION CONFIGURATOR Non-Final OA Seoul National University R&DB Foundation
18056101 CONTRASTIVE EMBEDDING OF STRUCTURED SPACE FOR BAYESIAN OPTIMIZATION Final Rejection Spotify AB
17815316 CONGENIALITY-PRESERVING GENERATIVE ADVERSARIAL NETWORKS FOR IMPUTING LOW-DIMENSIONAL MULTIVARIATE TIME-SERIES DATA Final Rejection Tata Consultancy Services Limited
18163902 COMPUTER-READABLE RECORDING MEDIUM STORING LEARNING MODEL QUANTIZATION PROGRAM AND LEARNING MODEL QUANTIZATION METHOD Non-Final OA Fujitsu Limited
17959341 STORAGE MEDIUM, MACHINE LEARNING METHOD, AND MACHINE LEARNING APPARATUS Non-Final OA FUJITSU LIMITED
18182924 System and Method for Low-Rank Tensor Decomposition with Neural Network Priors Non-Final OA William Marsh Rice University
18123673 ANOMALOUS DATA IDENTIFICATION FOR TABULAR DATA Non-Final OA ADOBE INC.
18047335 SYSTEMS AND METHODS FOR DATA CORRECTION Final Rejection ADOBE INC.
18088165 METHOD FOR KNOWLEDGE ANSWERING, AND METHOD FOR GENERATING KNOWLEDGE ANSWERING SYSTEM Final Rejection BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
18313636 GUIDED TRAINING DATA COLLECTION FOR MACHINE LEARNING Non-Final OA GM Global Technology Operations LLC
17990043 PREDICTING COMPLIANCE OF TEXT DOCUMENTS WITH A RULESET USING SELF-SUPERVISED MACHINE LEARNING Final Rejection FMR LLC
17756461 METHOD AND SYSTEM FOR DETERMINING TASK COMPATIBILITY IN NEURAL NETWORKS Non-Final OA Continental Automotive GmbH

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