Prosecution Insights
Last updated: August 17, 2026

Examiner: ILES, TYLER EDWARD

Tech Center 2600 • Art Units: 2122 2123 2672

This examiner grants 43% of resolved cases

Performance Statistics

42.9%
Allow Rate
-19.1% vs TC avg
28
Total Applications
+66.7%
Interview Lift
1339
Avg Prosecution Days
Based on 7 resolved cases, 2023–2026

Rejection Statute Breakdown

29.6%
§101 Eligibility
15.2%
§102 Novelty
46.4%
§103 Obviousness
8.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18543779 AVOIDING GENERATIVE MODE COLLAPSE USING GUIDED IMAGE DIFFUSION MACHINE LEARNING MODELS Non-Final OA QUALCOMM Incorporated
18126081 SYSTEM AND METHOD FOR PROVIDING GLOBAL COUNTERFACTUAL EXPLANATIONS IN ARTIFICIAL INTELLIGENCE Final Rejection JPMorgan Chase Bank, N.A.
17817769 SYSTEMS AND METHODS FOR AUTO-THRESHOLDING USING PAIRWISE FEATURE CROSS-CORRELATION FOR HYPERPARAMETER VALUE SELECTION Final Rejection JPMORGAN CHASE BANK, N.A.
18208173 AUTOMATIC ML PIPELINE PLANNING FOR LIVE ML ANALYTICS Non-Final OA Microsoft Technology Licensing, LLC
18168751 HYPERPARAMETER TUNING Final Rejection Microsoft Technology Licensing, LLC
18118339 MODEL TRAINING METHOD, SYSTEM, DEVICE, AND MEDIUM Final Rejection BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
17565305 SYSTEMS AND METHODS FOR KNOWLEDGE BASE QUESTION ANSWERING USING GENERATION AUGMENTED RANKING Non-Final OA salesforce.com, inc.
18018269 LEARNING SYSTEM, LEARNING METHOD, AND PROGRAM Final Rejection RAKUTEN GROUP, INC.
18112911 KNOWLEDGE DISTILLATION USING CONTEXTUAL SEMANTIC NOISE Final Rejection ADOBE INC.
17695513 REAL TIME INTEGRITY CHECK OF GPU ACCELERATED NEURAL NETWORK Non-Final OA Motional AD LLC
18128454 Machine Learning Using Robust Stochastic Multi-Armed Bandits with Historical Data Final Rejection International Business Machines Corporation

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