Last updated: July 13, 2026

Application No. 19/136,140

Untitled Application

Unknown

Filed

Priority

Dec 15, 2022 — RE 10-2022-0175465 +1 more

Examiner

WASEEM, HUMA

Art Unit

Tech Center

Korea Advanced Institute of Science and Technology

Assignee

Korea Advanced Institute of Science and Technology

OA Round

1 (Non-Final)

This examiner grants 17% of cases after interview

— +19.6% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 58 resolved cases, 2023–2026

Examiner Intelligence

WASEEM, HUMA View full profile →

Grants only 17% of cases

Career Allowance Rate

10 granted / 58 resolved

-42.8% vs TC avg

Strong +20% interview lift

Without

With

+19.6%

Interview Lift

resolved cases with interview

Typical timeline

3y 8m

Avg Prosecution

19 currently pending

Career history

Total Applications

across all art units

Statute-Specific Performance

§101

16.3%

-23.7% vs TC avg

§103

70.4%

+30.4% vs TC avg

§102

1.6%

-38.4% vs TC avg

§112

5.1%

-34.9% vs TC avg

Black line = Tech Center average estimate • Based on career data from 58 resolved cases

Prosecution Timeline

May 26, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/787,719

Patent 12670992

COMPUTERIZED SYSTEM TO PROVIDE MEDICAL DIAGNOSIS, PROGNOSIS, AND TREATMENT USING MORE REFINED DIGITAL HEALTH RECORDS HAVING IMPROVED CONTEXT

1y 11m to grant Granted Jun 30, 2026

17/078,133

Patent 12657451

DEEP LEARNING IN SITU RETRAINING

5y 7m to grant Granted Jun 16, 2026

17/093,185

Patent 12475384

SELF-SUPERVISED VISUAL-RELATIONSHIP PROBING

5y 0m to grant Granted Nov 18, 2025

17/028,201

Patent 12346800

META-FEATURE TRAINING MODELS FOR MACHINE LEARNING ALGORITHMS

4y 9m to grant Granted Jul 01, 2025

16/928,219

Patent 12293290

Sparse Local Connected Artificial Neural Network Architectures Involving Hybrid Local/Nonlocal Structure

4y 9m to grant Granted May 06, 2025

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

17%

Grant Probability

37%

With Interview (+19.6%)

3y 8m

Median Time to Grant

Low

PTA Risk

Based on 58 resolved cases by this examiner. Grant probability derived from career allowance rate.