Prosecution Insights
Last updated: May 29, 2026

Examiner: MCLEAN, IAN SCOTT

Tech Center 2600 • Art Units: 2654

This examiner grants 45% of resolved cases

Performance Statistics

44.7%
Allow Rate
-17.3% vs TC avg
86
Total Applications
+31.4%
Interview Lift
1118
Avg Prosecution Days
Based on 47 resolved cases, 2023–2026

Rejection Statute Breakdown

0%
§101 Eligibility
11.6%
§102 Novelty
88.4%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18438225 ELECTRONIC DEVICE FOR IDENTIFYING SYNTHETIC VOICE AND CONTROL METHOD THEREOF Final Rejection SAMSUNG ELECTRONICS CO., LTD.
17875435 ELECTRONIC DEVICE, METHOD AND COMPUTER PROGRAM Non-Final OA Sony Group Corporation
18436261 INTELLIGENT STEWARD PLATFORM FOR VALIDATION OF LARGE LANGUAGE MODEL (LLM) OUTPUTS Final Rejection Bank of America Corporation
18657099 GOAL-DRIVEN INCIDENT SUMMARIZATION Non-Final OA International Business Machines Corporation
18181845 GENERATING AND SELECTING OPTIMAL TRANSLATIONS FOR USER INTERFACE Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
18794986 MANAGING DATE-TIME INTERVALS IN TRANSFORMING NATURAL LANGUAGE TO A LOGICAL FORM Non-Final OA Oracle International Corporation
18193572 HALLUCINATION MITIGATION FOR GENERATIVE TRANSFORMER MODELS Final Rejection QUALCOMM Incorporated
18455072 DATA EXTRACTION USING DIFFERENT TRAINED MODELS Non-Final OA SAP SE
17724066 ALGORITHMIC TOPIC CLUSTERING OF DATA FOR REAL-TIME PREDICTION AND LOOK-ALIKE MODELING Non-Final OA Zeta Global Corp.
18300930 Efficiently Extendable In-Interpreter Natural Language Agent Non-Final OA ServiceNow, Inc.
18674519 NOISE CANCELLATION FOR OPEN MICROPHONE MODE Non-Final OA Amazon Technologies, Inc.
18509460 AUTOMATIC CONSTRUCTION METHOD FOR PARALLEL CORPORA AND INFORMATION PROCESSING APPARATUS Final Rejection Fujitsu Limited
18466503 LOW-LATENCY SPEAKER SEPARATION Non-Final OA Bar-Ilan University
18820028 LABEL-LOOPING PREDICTION FOR AUTOMATIC SPEECH RECOGNITION AND OTHER AI SYSTEMS Non-Final OA NVIDIA Corporation
18611159 TASK PROCESSING AND EXECUTION USING LARGE LANGUAGE MODELS Final Rejection Zoom Video Communications, Inc.
18661990 VOICE ASSISTANT APPLICATION FOR AUTOMATED VOICE RESPONSES BY LICENSED VOICES Non-Final OA Intrepid Services LLC
18647358 REDUCED DATA MACHINE LEARNING CUSTOMIZATION AND OUTCOME REFINEMENT Non-Final OA Fossick LLC
18300038 SYSTEMS AND METHODS OF MATERIAL COMPLIANCE Non-Final OA STATE GRID LIANYUNGANG POWER SUPPLY COMPANY
17967505 CONTEXT-BASED NATURAL LANGUAGE PROCESSING Final Rejection Satisfi Labs Inc.

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