Prosecution Insights
Last updated: August 17, 2026

Examiner: PHAM, JESSICA THUY

Tech Center 2100 • Art Units: 2121 2128

This examiner grants 20% of resolved cases

Performance Statistics

20.0%
Allow Rate
-35.0% vs TC avg
45
Total Applications
+88.9%
Interview Lift
1477
Avg Prosecution Days
Based on 10 resolved cases, 2023–2026

Rejection Statute Breakdown

28.2%
§101 Eligibility
11.1%
§102 Novelty
35.9%
§103 Obviousness
22.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17952577 METHODS AND SYSTEMS FOR AUTOMATED CREATION OF ANNOTATED DATA AND TRAINING OF A MACHINE LEARNING MODEL THEREFROM Final Rejection Robert Bosch GmbH
17943890 METHOD FOR TRAINING A DETERMINISTIC AUTOENCODER Final Rejection Robert Bosch GmbH
18280847 INFERENCE ANALYSIS APPARATUS, INFERENCE APPARATUS, INFERENCE ANALYSIS METHOD, AND COMPUTER-READABLE RECORDING MEDIUM Non-Final OA NEC Corporation
18157755 Self-Pruning Neural Networks with Regularized Auxiliary Variables Final Rejection Oracle International Corporation
17744167 NOVEL AUTONOMOUS ARTIFICIALLY INTELLIGENT SYSTEM TO PREDICT PIPE LEAKS Non-Final OA Oracle International Corporation
18447003 MULTI-TASK LEARNING FOR DEPENDENT MULTI-OBJECTIVE OPTIMIZATION FOR RANKING DIGITAL CONTENT Non-Final OA Microsoft Technology Licensing, LLC
18543047 ENTERPRISE ENGAGEMENT USING MACHINE LEARNING IN DIGITAL WORKPLACE Non-Final OA SAP SE
18503962 AI-AIDED TOOLS INTEGRATION FOR DEVELOPMENT MODELS Non-Final OA SAP SE
17565215 SYSTEMS AND METHODS FOR KNOWLEDGE BASE QUESTION ANSWERING USING GENERATION AUGMENTED RANKING Final Rejection salesforce.com, inc.
18545775 OPERATING SYSTEM AND METHOD OF A FULLY HOMOMORPHIC ENCRYPTION NEURAL NETWORK MODEL Non-Final OA INVENTEC CORPORATION
18404155 SYSTEMS AND METHODS FOR RESPONSIBLE ARTIFICIAL INTELLIGENCE Non-Final OA TEACHERS INSURANCE AND ANNUITY ASSOCIATION OF AMERICA
18123673 ANOMALOUS DATA IDENTIFICATION FOR TABULAR DATA Final Rejection ADOBE INC.
17883817 METHOD AND DEVICE WITH CALCULATION FOR DRIVING NEURAL NETWORK MODEL Non-Final OA Seoul National University R&DB Foundation
17879404 ELECTRONIC DEVICE, METHOD, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM FOR IDENTIFYING STATE OF VISUAL OBJECT CORRESPONDING TO USER INPUT USING NEURAL NETWORK Non-Final OA SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
17815316 CONGENIALITY-PRESERVING GENERATIVE ADVERSARIAL NETWORKS FOR IMPUTING LOW-DIMENSIONAL MULTIVARIATE TIME-SERIES DATA Non-Final OA Tata Consultancy Services Limited
18343173 REDUCING DATA COMMUNICATIONS IN DISTRIBUTED INFERENCE SCHEMES Non-Final OA Western Digital Technologies, Inc.
18056101 CONTRASTIVE EMBEDDING OF STRUCTURED SPACE FOR BAYESIAN OPTIMIZATION Final Rejection Spotify AB
18313636 GUIDED TRAINING DATA COLLECTION FOR MACHINE LEARNING Final Rejection GM Global Technology Operations LLC

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