Listed by the USPTO as MCINTOSH, ANDREW T
Tech Center 2100 • Art Units: 2124 2144 2148 2176
This examiner grants 77% of resolved cases
MCINTOSH, ANDREW T is assigned to Tech Center 2100 and art unit 2124. The profile covers 535 resolved cases, with an allowance rate of 77.4%. The median time to allowance is 1116 days, indicating that a favorable outcome may require continued prosecution over an extended period. The case volume provides a meaningful basis for using the profile as a planning reference.
The interview lift is 18.4%, linking interviews with improved allowance outcomes. Practitioners may consider interviews when claim construction, technical context, or the framing of distinctions from prior art is likely to affect the discussion. The leading companies are International Business Machines Corporation, Samsung Electronics Co., Ltd., and Google LLC. The leading firms are Harrity & Harrity, LLP, Astute IP Law Group, and Heidi Brun Associates Ltd.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17179781 | METHOD AND APPARATUS WITH CONVOLUTION OPERATION PROCESSING BASED ON REDUNDANCY REDUCTION | Non-Final OA | SAMSUNG ELECTRONICS CO., LTD. |
| 18673185 | METHOD AND SYSTEM FOR LEVERAGING LANGUAGE MODELS IN DESIGNING NO-CODE WORKFLOWS FOR MACHINE LEARNING WITHIN LOW-CODE/NO-CODE PLATFORMS | Non-Final OA | Oracle International Corporation |
| 17968391 | Responsible Artificial Intelligence Controller | Non-Final OA | Google LLC |
| 18765385 | IMAGE ANALYSIS APPARATUS, IMAGE ANALYSIS METHOD, AND STORAGE MEDIUM | Non-Final OA | NEC Corporation |
| 18671083 | SYSTEMS AND METHODS FOR GENERATING DOCUMENT TEMPLATES FROM A MIXED SET OF DOCUMENT TYPES | Non-Final OA | State Farm Mutual Automobile Insurance Company |
| 18731020 | COMMUNICATION METHOD AND APPARATUS, STORAGE MEDIUM, AND PROGRAM PRODUCT | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18560950 | SYSTEMS AND METHODS FOR TRAINING, SECURING, AND IMPLEMENTING AN ARTIFICIAL NEURAL NETWORK | Non-Final OA | KONINKLIJKE PHILIPS N.V. |
| 18499003 | SMART METHOD FOR PREDICTING CHOKE HEALTHFULNESS AND LIFETIME FOR GAS WELL | Final Rejection | SAUDI ARABIAN OIL COMPANY |
| 18489087 | FEDERATED LEARNING SYSTEM, FEDERATED LEARNING METHOD, AND RECORDING MEDIUM STORING INSTRUCTIONS TO PERFORM FEDERATED LEARNING METHOD | Final Rejection | Korea Advanced Institute of Science and Technology |
| 18571165 | QUANTUM STATE STABILIZATION BY QUANTUM COUPLING | Non-Final OA | The Regents of the University of California |
| 18618596 | MANIFOLD-ALIGNED COUNTERFACTUAL EXPLANATIONS | Non-Final OA | International Business Machines Corporation |
| 18410111 | BALANCED TWIRLING FOR QUANTUM CIRCUITS | Non-Final OA | International Business Machines Corporation |
| 18160301 | ENTITY STANDARDIZATION FOR APPLICATION MODERNIZATION | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18731450 | PROMPT TEMPLATE OPTIMIZATION WITH NON-PARAMETERIZED GRADIENT DESCENT FOR ENTERPRISE-LEVEL AI USE CASES | Non-Final OA | SAP SE |
| 18451692 | HARDENING A DEEP NEURAL NETWORK AGAINST ADVERSARIAL ATTACKS USING A STOCHASTIC ENSEMBLE | Final Rejection | SRI International |
| 17763924 | FAST SPARSE NEURAL NETWORKS | Non-Final OA | DeepMind Technologies Limited |
| 18404144 | QUANTUM COMPUTER PHASE TRACKING AND CORRECTION | Non-Final OA | Quantinuum LLC |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy77.4% of resolved applications examined by Andrew T Mcintosh were allowed (535 resolved cases), compared with 63.1% across Art Unit 2124 over the last five years.
This examiner's interview lift is +18.4 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Andrew T Mcintosh took 1,116 days on average from filing to allowance.
Andrew T Mcintosh examines applications in Art Unit 2124 in Tech Center 2100 (Computing & Software).
