Prosecution Insights
Last updated: April 19, 2026

Examiner: FACCENDA, GISEL GABRIELA

Tech Center 2100 • Art Units: 2127

This examiner grants 56% of resolved cases

Performance Statistics

56.3%
Allow Rate
+1.3% vs TC avg
40
Total Applications
+49.2%
Interview Lift
1435
Avg Prosecution Days
Based on 16 resolved cases, 2023–2026

Rejection Statute Breakdown

34.9%
§101 Eligibility
8.4%
§102 Novelty
35.4%
§103 Obviousness
21.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17939042 TREE-BASED SYSTEMS AND METHODS FOR SELECTING AND REDUCING GRAPH NEURAL NETWORK NODE EMBEDDING DIMENSIONALITY Final Rejection Capital One Services, LLC
17649277 NEURAL NETWORK SYNTHESIZER Non-Final OA Arm Limited
17351628 MODEL-AWARE DATA TRANSFER AND STORAGE Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17682953 GENERATING PREDICTIONS VIA MACHINE LEARNING Non-Final OA PayPal, Inc.
18747287 RECOMMENDATION MODEL TRAINING METHOD, ARTICLE RECOMMENDATION METHOD AND SYSTEM, AND RELATED DEVICE Final Rejection Beijing Youzhuju Network Technology Co., Ltd.
17081750 SYSTEM AND METHOD FOR ENHANCING INFERENCE MODELS BASED ON PREDICTION DATA Final Rejection SAMSUNG SDS CO., LTD.
17517267 COMPUTER-READABLE RECORDING MEDIUM STORING DISPLAY PROGRAM, INFORMATION PROCESSING APPARATUS, AND DISPLAY METHOD Final Rejection FUJITSU LIMITED
17192515 MACHINE LEARNING TECHNIQUES FOR GENERATING ENJOYMENT SIGNALS FOR WEIGHTING TRAINING DATA Non-Final OA NETFLIX, INC.
17658070 MACHINE LEARNING TECHNIQUES FOR EXTRACTING INTERPRETABILITY DATA AND ENTITY-VALUE PAIRS Non-Final OA Optum, Inc.
17553955 SYSTEM AND METHOD OF EVALUATING AND ASSIGNING A QUANTITATIVE NUMBER FOR ASSETS IN CONNECTION WITH AN AUTONOMOUS VEHICLE Final Rejection GM CRUISE HOLDINGS LLC
18148211 ARTIFICIAL COGNITIVE ARCHITECTURE INCORPORATING COGNITIVE COMPUTATION, INDUCTIVE BIAS AND MULTI-MEMORY SYSTEMS Non-Final OA NavInfo Europe B.V.

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