Last updated: July 13, 2026

Application No. 18/941,080

Untitled Application

Unknown

Filed

Examiner

ISLAM, MOHAMMAD K

Art Unit

Tech Center

Lenovo (United States) Inc.

Assignee

Lenovo (United States) Inc.

OA Round

1 (Non-Final)

Interview Optional

— +17.0% interview lift. Examiner has a relatively high allowance rate (83%); +17.0% interview lift. A written response may suffice.

Based on 1318 resolved cases, 2023–2026

Examiner Intelligence

ISLAM, MOHAMMAD K View full profile →

Grants 83% — above average

Career Allowance Rate

1093 granted / 1318 resolved

+22.9% vs TC avg

Strong +17% interview lift

Without

With

+17.0%

Interview Lift

resolved cases with interview

Typical timeline

2y 8m

Avg Prosecution

55 currently pending

Career history

1390

Total Applications

across all art units

Statute-Specific Performance

§101

11.8%

-28.2% vs TC avg

§103

62.3%

+22.3% vs TC avg

§102

20.6%

-19.4% vs TC avg

§112

2.3%

-37.7% vs TC avg

Black line = Tech Center average estimate • Based on career data from 1318 resolved cases

Prosecution Timeline

May 21, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/150,132

Patent 12670923

MULTIBAND EQUALIZATION TUNING AND CONTROL BASED ON ARTIFICIAL INTELLIGENCE

3y 5m to grant Granted Jun 30, 2026

18/038,567

Patent 12664426

Method for force inference of a sensor arrangement, methods for training networks, force inference module and sensor arrangement

3y 1m to grant Granted Jun 23, 2026

18/186,975

Patent 12650327

METHODS AND INTERNET OF THINGS SYSTEMS FOR INSTALLING GAS PIPELINE COMPENSATORS OF SMART GAS

3y 2m to grant Granted Jun 09, 2026

18/424,613

Patent 12651116

SELECTIVE PARAMETER-EFFICIENT FINE-TUNING FOR LARGE-SCALE MODELS

2y 4m to grant Granted Jun 09, 2026

18/189,823

Patent 12638606

SYSTEMS AND METHODS FOR SEISMIC IMAGE GENERATION USING DEEP LEARNING NETWORKS

3y 2m 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

83%

Grant Probability

99%

With Interview (+17.0%)

2y 8m

Median Time to Grant

Low

PTA Risk

Based on 1318 resolved cases by this examiner. Grant probability derived from career allowance rate.