Last updated: July 17, 2026

Application No. 18/527,143

ADAPTATION OF NEURAL NETWORKS TO NEW OPERATING SITUATIONS

Non-Final OA

Filed

Dec 01, 2023

Priority

Dec 09, 2022 — DE 10 2022 213 384.6

Examiner

SPIELER, WILLIAM

Art Unit

Tech Center

Assignee

Robert Bosch GmbH

OA Round

1 (Non-Final)

Interview Optional

— +9.3% interview lift. Interview lift (+9.3%) is below the 15.0% threshold. A written response is recommended.

Based on 937 resolved cases, 2023–2026

Examiner Intelligence

SPIELER, WILLIAM View full profile →

Grants 74% — above average

Career Allowance Rate

691 granted / 937 resolved

+13.7% vs TC avg

Moderate +9% lift

Without

With

+9.3%

Interview Lift

resolved cases with interview

Typical timeline

2y 10m

Avg Prosecution

26 currently pending

Career history

968

Total Applications

across all art units

Statute-Specific Performance

§101

12.7%

-27.3% vs TC avg

§103

52.0%

+12.0% vs TC avg

§102

12.3%

-27.7% vs TC avg

§112

7.9%

-32.1% vs TC avg

Black line = Tech Center average estimate • Based on career data from 937 resolved cases

Prosecution Timeline

Dec 01, 2023

Application Filed

May 18, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/637,143

Patent 12675915

METHOD, DEVICE, AND COMPUTER PROGRAM FOR IMPROVING RANDOM ACCESS IN POINT CLOUD DATA BIT-STREAM

2y 2m to grant Granted Jul 07, 2026

18/511,947

Patent 12657210

LOG-BASED DISTRIBUTED TRANSACTION MANAGEMENT

2y 7m to grant Granted Jun 16, 2026

18/924,882

Patent 12650842

METHODS AND ELECTRONIC DEVICES FOR DETERMINING RESPONSE MESSAGE

1y 7m to grant Granted Jun 09, 2026

17/891,793

Patent 12639381

METHOD AND SYSTEM FOR INTENT-DRIVEN SEARCHING

3y 9m to grant Granted May 26, 2026

18/962,573

Patent 12639370

SYSTEMS AND METHODS FOR IDENTIFYING EVENTS WITHIN VIDEO CONTENT USING INTELLIGENT SEARCH QUERY

1y 6m to grant Granted May 26, 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

74%

Grant Probability

83%

With Interview (+9.3%)

2y 10m (~3m remaining)

Median Time to Grant

Low

PTA Risk

Based on 937 resolved cases by this examiner. Grant probability derived from career allowance rate.