Prosecution Insights
Last updated: April 19, 2026

Examiner: SACKALOSKY, COREY MATTHEW

Tech Center 3600 • Art Units: 2128 2141 2145 3629

This examiner grants 64% of resolved cases

Performance Statistics

64.0%
Allow Rate
+12.0% vs TC avg
64
Total Applications
+49.4%
Interview Lift
1539
Avg Prosecution Days
Based on 25 resolved cases, 2023–2026

Rejection Statute Breakdown

42.0%
§101 Eligibility
12.9%
§102 Novelty
38.0%
§103 Obviousness
7.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18073269 CONTROL METHOD AND SYSTEM BASED ON LAYER-WISE ADAPTIVE CHANNEL PRUNING Final Rejection SAMSUNG ELECTRONICS CO., LTD.
17731691 METHOD AND SYSTEM FOR SPECTROSCOPIC PREDICTION OF SUBSURFACE PROPERTIES USING MACHINE LEARNING Final Rejection Saudi Arabian Oil Company
18190745 MACHINE LEARNING TECHNIQUES FOR PREDICTIVE MULTI-VARIATE TEMPORAL FEATURE IMPACT DETERMINATIONS Non-Final OA Wells Fargo Bank, N.A.
18184174 SYSTEMS AND METHODS FOR GENERATING PREDICTIVE OUTCOMES FOR SCENARIOS USING GENERATIVE ARTIFICIAL INTELLIGENCE Non-Final OA Wells Fargo Bank, N.A.
17689043 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18070054 NEURAL NETWORK SCHEDULING METHOD AND APPARATUS Final Rejection HUAWEI TECHNOLOGIES CO., LTD.
17333718 METHOD, APPARATUS, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM Final Rejection SEIKO EPSON CORPORATION
17984350 MACHINE LEARNING BASED CODE MAPPING Final Rejection ADP, Inc.
18319947 Quantum Signal Processing Methods and Systems for Composite Quantum Gate Calibration Non-Final OA Google LLC
18175601 SELF-SUPERVISED TERM ENCODING WITH CONFIDENCE ESTIMATION Non-Final OA International Business Machines Corporation
17994429 AUTOMATIC DATA FABRICATION BY COMBINING GENERATIVE ADVERSARIAL NETWORKS Non-Final OA International Business Machines Corporation
17678072 GENERATING TRAINING CURRICULA FOR A PLURALITY OF REINFORCEMENT LEARNING CONTROL AGENTS Non-Final OA International Business Machines Corporation
16998116 ONLINE MACHINE LEARNING-BASED MODEL FOR DECISION RECOMMENDATION Final Rejection International Business Machines Corporation
17658759 METHOD AND SYSTEM FOR ASSOCIATING DIAGNOSTIC CODES WITH PROBLEM-SOLUTION DESCRIPTIONS Final Rejection Robert Bosch GmbH
17322467 DATA SUMMARIZATION FOR TRAINING MACHINE LEARNING MODELS Final Rejection FUJITSU LIMITED
18034176 APPARATUS AND METHOD FOR EVALUATING PERFORMANCE OF DEVICE AND STORAGE MEDIUM Non-Final OA MITSUBISHI HEAVY INDUSTRIES, LTD.
18197347 RESOURCE FORECASTING USING ARTIFICIAL INTELLIGENCE TECHNIQUES Non-Final OA Dell Products L.P.
17814055 EFFICIENT SAMPLING OF EDGE-WEIGHTED QUANTIZATION FOR FEDERATED LEARNING Final Rejection Dell Products L.P.
17625635 IMPLEMENTING MACHINE LEARNING IN A RESOURCE-CONSTRAINED ENVIRONMENT Non-Final OA University of Surrey
18034445 Distributed multi-component synaptic computational structure Non-Final OA Innatera Nanosystems B.V.
17716025 SERVICE AND METHOD FOR BRAIN SEX PHENOTYPE SCORE PREDICTION ON RAW SCALP EEG Final Rejection NEUROSCIENCE SOFTWARE INC
17343119 COMPUTERIZED SYSTEM AND METHOD FOR GENERATING A MODIFIED PREDICTION MODEL FOR PREDICTING USER ACTIONS AND RECOMMENDING CONTENT Final Rejection VERIZON MEDIA INC.
17477069 DATA SEARCHING SYSTEM AND METHOD Non-Final OA Certara, L.P.

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