Prosecution Insights
Last updated: April 19, 2026

Examiner: PAULA, CESAR B

Tech Center 2100 • Art Units: 2100 2145 2177 2178

This examiner grants 32% of resolved cases

Performance Statistics

32.5%
Allow Rate
-22.5% vs TC avg
194
Total Applications
+8.3%
Interview Lift
1686
Avg Prosecution Days
Based on 169 resolved cases, 2023–2026

Rejection Statute Breakdown

16.3%
§101 Eligibility
17.1%
§102 Novelty
47.6%
§103 Obviousness
14.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17667406 ATTENTION MECHANISM AND DATASET BAGGING FOR TIME SERIES FORECASTING USING DEEP NEURAL NETWORK MODELS Final Rejection PAYPAL, INC.
17550530 LEARNING METHOD OF NEURAL NETWORK AND NEURAL PROCESSOR Final Rejection ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
17557231 AFFINITY GRAPH EXTRACTION AND UPDATING SYSTEMS AND METHODS Final Rejection NEC Laboratories Europe GmbH
18194559 CLASSIFICATION BASED ON A KNOWLEDGE MODEL COMBINED WITH A MACHINE LEARNING BASED MODEL Non-Final OA Aitomatic, Inc.

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