Last updated: April 24, 2026

Application No. 19/298,313

Untitled Application

Unknown

Filed

2600

Examiner

TRAN, DUY ANH

Art Unit

2674

Tech Center

Leela AI, Inc.

Assignee

Leela AI Inc.

OA Round

1 (Non-Final)

Interview Optional

— +16.8% interview lift. This examiner has a relatively high allow rate; a written response may suffice.

Based on 130 resolved cases, 2023–2026

Examiner Intelligence

TRAN, DUY ANH View full profile →

Grants 82% — above average

Career Allow Rate

106 granted / 130 resolved

+21.5% vs TC avg

Strong +17% interview lift

Without

With

+16.8%

Interview Lift

resolved cases with interview

Typical timeline

3y 1m

Avg Prosecution

29 currently pending

Career history

159

Total Applications

across all art units

Statute-Specific Performance

§101

12.8%

-27.2% vs TC avg

§103

42.2%

+2.2% vs TC avg

§102

26.7%

-13.3% vs TC avg

§112

11.2%

-28.8% vs TC avg

Black line = Tech Center average estimate • Based on career data from 130 resolved cases

Prosecution Timeline

2600

Application Filed

Nov 15, 2025

Non-Final Rejection (current)

Precedent Cases

Applications granted by this same examiner with similar technology

17/947,989

Patent 12573024

IMAGE AUGMENTATION FOR MACHINE LEARNING BASED DEFECT EXAMINATION

2y 5m to grant Granted Mar 10, 2026

18/182,536

Patent 12561934

AUTOMATIC ORIENTATION CORRECTION FOR CAPTURED IMAGES

2y 5m to grant Granted Feb 24, 2026

18/009,189

Patent 12548284

METHOD FOR ANALYZING ONE OR MORE ELEMENT(S) OF ONE OR MORE PHOTOGRAPHED OBJECT(S) IN ORDER TO DETECT ONE OR MORE MODIFICATION(S), AND ASSOCIATED ANALYSIS DEVICE

2y 5m to grant Granted Feb 10, 2026

17/599,872

Patent 12530798

LEARNED FORENSIC SOURCE SYSTEM FOR IDENTIFICATION OF IMAGE CAPTURE DEVICE MODELS AND FORENSIC SIMILARITY OF DIGITAL IMAGES

2y 5m to grant Granted Jan 20, 2026

18/096,835

Patent 12505539

CELL BODY SEGMENTATION USING MACHINE LEARNING

2y 5m to grant Granted Dec 23, 2025

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

AI Strategy Recommendation

Get an AI-powered prosecution strategy using examiner precedents, rejection analysis, and claim mapping.

Prosecution Projections

1-2

Expected OA Rounds

82%

Grant Probability

98%

With Interview (+16.8%)

3y 1m

Median Time to Grant

Low

PTA Risk

Based on 130 resolved cases by this examiner. Grant probability derived from career allow rate.