Last updated: July 05, 2026

Application No. 18/371,147

HIGH-DIMENSIONAL COMPUTING BASED TRAINING AND INFERENCING

Non-Final OA

Filed

Sep 21, 2023

Examiner

XIA, XUYANG

Art Unit

2143

Tech Center

2100 — Computer Architecture & Software

Assignee

International Business Machines Corporation

OA Round

1 (Non-Final)

Interview Optional

— +52.9% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 72% grant rate with +52.9% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 475 resolved cases, 2023–2026

Examiner Intelligence

XIA, XUYANG View full profile →

Grants 72% — above average

Career Allowance Rate

342 granted / 475 resolved

+17.0% vs TC avg

Strong +53% interview lift

Without

With

+52.9%

Interview Lift

resolved cases with interview

Typical timeline

3y 2m

Avg Prosecution

28 currently pending

Career history

513

Total Applications

across all art units

Statute-Specific Performance

§101

0.8%

-39.2% vs TC avg

§103

95.5%

+55.5% vs TC avg

§102

3.5%

-36.5% vs TC avg

§112

0.1%

-39.9% vs TC avg

Black line = Tech Center average estimate • Based on career data from 475 resolved cases

Prosecution Timeline

Sep 21, 2023

Application Filed

Apr 02, 2026

Non-Final Rejection mailed

Jun 25, 2026

Interview Requested

Jul 01, 2026

Examiner Interview Summary

Jul 01, 2026

Applicant Interview (Telephonic)

Precedent Cases

Applications granted by this same examiner with similar technology

17/938,299

Patent 12664447

ROBUST MULTI-MODEL EVENT DETECTION WITH UNRELIABLE SENSORS

3y 8m to grant Granted Jun 23, 2026

17/576,286

Patent 12649281

AGENT MAPS

4y 4m to grant Granted Jun 09, 2026

17/488,226

Patent 12645915

LOGIC EMBEDDINGS FOR COMPLEX QUERY ANSWERING

4y 8m to grant Granted Jun 02, 2026

18/056,801

Patent 12626132

METHOD AND APPARATUS FOR COMPRESSING NEURAL NETWORK MODEL BY USING DEVICE CHARACTERISTICS

3y 5m to grant Granted May 12, 2026

17/402,359

Patent 12613841

APPLICATION PERFORMANCE DATA PROCESSING

4y 8m to grant Granted Apr 28, 2026

Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2

Expected OA Rounds

72%

Grant Probability

99%

With Interview (+52.9%)

3y 2m (~4m remaining)

Median Time to Grant

Low

PTA Risk

Based on 475 resolved cases by this examiner. Grant probability derived from career allowance rate.