Prosecution Insights
Last updated: October 01, 2026

Examiner: RAWLINGS, ZANE ALEXANDER

Tech Center 4100 • Art Units: 4100

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-60.0% vs TC avg
3
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

25.0%
§101 Eligibility
9.1%
§102 Novelty
50.0%
§103 Obviousness
15.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18738557 MODEL EVALUATION METRICS AND EFFECTIVE MODEL SELECTION Non-Final OA THE TORONTO-DOMINION BANK
18583241 TRAINING METHODOLOGY FOR DEEP FORWARD-BACKWARD STOCHASTIC DIFFERENTIAL EQUATIONS WITH APPLICATIONS TO DEEP GENERATIVE MODELING Non-Final OA Robert Bosch GmbH
18422646 SYSTEM FOR POST-TRAINING QUANTIZATION OF LARGE LANGUAGE MODELS Non-Final OA AMAZON TECHNOLOGIES, INC.
18179411 SOLVING SYSTEMS OF LINEAR EQUATIONS USING MIXED PRECISION Non-Final OA International Business Machines Corporation
18378286 USING STRUCTURED INFORMATION FOR IMPROVED TRAINING OF GENERATIVE ARTIFICIAL INTELLIGENCE (AI) MODELS Non-Final OA Bank of America Corporation
18487487 SYSTEM AND METHOD FOR CONSISTENT CONTENT CATEGORIZATION VIA CONSISTENT SELF-TRAINING Non-Final OA YAHOO ASSETS LLC
18512900 DIRECTION-FINDING AMBIGUITY RESOLUTION IN LONG BASELINE INTERFEROMETERS USING RANDOM FOREST REGRESSION Non-Final OA Raytheon Company
18490684 CLIENT-CUSTOM E-GREEDY ADAPTIVE TUNING FOR FEDERATED REINFORCEMENT LEARNING Non-Final OA Dell Products L.P.

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