Prosecution Insights
Last updated: May 29, 2026

Examiner: COULSON, JESSE CHEN

Tech Center 2100 • Art Units: 2122 2141

This examiner grants 17% of resolved cases

Performance Statistics

16.7%
Allow Rate
-38.3% vs TC avg
31
Total Applications
+50.0%
Interview Lift
1289
Avg Prosecution Days
Based on 6 resolved cases, 2023–2026

Rejection Statute Breakdown

2.3%
§101 Eligibility
13.6%
§102 Novelty
84.1%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18339078 Dimension Reduction and Principled Training on Hyperdimensional Computing Models Non-Final OA The Regents of the University of California
17913856 DATA ADJUSTMENT SYSTEM, DATA ADJUSTMENT DEVICE, DATA ADJUSTMENT METHOD, TERMINAL DEVICE, AND INFORMATION PROCESSING APPARATUS Non-Final OA Sony Group Corporation
17812910 ACTIVE LEARNING FOR HIGH-COST TRAJECTORY COLLECTION FOR MOBILE EDGE DEVICES Non-Final OA Dell Products L.P.
17893241 LAYER FREEZING & DATA SIEVING FOR SPARSE TRAINING Non-Final OA SNAP INC.
18078504 PRUNING HARDWARE UNIT FOR TRAINING NEURAL NETWORK Non-Final OA ALIBABA GROUP HOLDING LIMITED
18318411 APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR TRAINING AND USING MACHINE LEARNING MODELS IN SPARSE DATA ENVIRONMENTS USING TRANSFORMED DATA SETS Non-Final OA Honeywell International Inc.
18009860 IMPROVED FINE-TUNING STRATEGY FOR FEW SHOT LEARNING Final Rejection CARNEGIE MELLON UNIVERSITY
18006175 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD AND PROGRAM Non-Final OA NIPPON TELEGRAPH AND TELEPHONE CORPORATION
17772098 LEARNING APPARATUS, CLASSIFICATION APPARATUS, LEARNING METHOD, CLASSIFICATION METHOD AND PROGRAM Non-Final OA NIPPON TELEGRAPH AND TELEPHONE CORPORATION
17972837 COUNTERFACTUAL BACKGROUND GENERATOR Final Rejection Red Hat, Inc.
18178576 METHOD FOR THE SECURE USE OF A FIRST NEURAL NETWORK ON AN INPUT DATUM Non-Final OA IDEMIA IDENTITY & SECURITY FRANCE
18088482 NEURAL PROCESSING CELL Non-Final OA UNIVERSITY OF WOLVERHAMPTON

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