Last updated: July 17, 2026

Application No. 18/504,300

TRAINING METHOD, TRAINING DEVICE, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM

Non-Final OA

Filed

Nov 08, 2023

Priority

May 26, 2021 — provisional 63/193,227 +1 more

Examiner

NYE, LOUIS CHRISTOPHER

Art Unit

Tech Center

Assignee

Panasonic Holdings Corporation

OA Round

1 (Non-Final)

This examiner grants 23% of cases after interview

— +38.9% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 13 resolved cases, 2023–2026

Examiner Intelligence

NYE, LOUIS CHRISTOPHER View full profile →

Grants only 23% of cases

Career Allowance Rate

3 granted / 13 resolved

-36.9% vs TC avg

Strong +39% interview lift

Without

With

+38.9%

Interview Lift

resolved cases with interview

Typical timeline

4y 2m

Avg Prosecution

16 currently pending

Career history

Total Applications

across all art units

Statute-Specific Performance

§101

3.7%

-36.3% vs TC avg

§103

87.9%

+47.9% vs TC avg

§102

4.7%

-35.3% vs TC avg

§112

3.7%

-36.3% vs TC avg

Black line = Tech Center average estimate • Based on career data from 13 resolved cases

Prosecution Timeline

Nov 08, 2023

Application Filed

Apr 30, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

17/479,565

Patent 12639577

SYSTEMS AND METHODS FOR SELF SUPERVISED MULTI-VIEW REPRESENTATION LEARNING FOR TIME SERIES

4y 8m to grant Granted May 26, 2026

17/972,539

Patent 12524683

METHOD FOR PREDICTING REMAINING USEFUL LIFE (RUL) OF AERO-ENGINE BASED ON AUTOMATIC DIFFERENTIAL LEARNING DEEP NEURAL NETWORK (ADLDNN)

3y 2m to grant Granted Jan 13, 2026

Study what changed to get past this examiner. Based on 2 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

23%

Grant Probability

62%

With Interview (+38.9%)

4y 2m (~1y 6m remaining)

Median Time to Grant

Low

PTA Risk

Based on 13 resolved cases by this examiner. Grant probability derived from career allowance rate.