Last updated: July 12, 2026

Application No. 19/170,807

Untitled Application

Unknown

Filed

Priority

Dec 09, 2024 — RE 10-2024-0181601

Examiner

MORRIS, JOHN J

Art Unit

Tech Center

SK hynix Inc.

Assignee

SK hynix Inc.

OA Round

1 (Non-Final)

This examiner grants 61% of cases after interview

— +20.4% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 276 resolved cases, 2023–2026

Examiner Intelligence

MORRIS, JOHN J View full profile →

Grants 61% of resolved cases

Career Allowance Rate

168 granted / 276 resolved

+0.9% vs TC avg

Strong +20% interview lift

Without

With

+20.4%

Interview Lift

resolved cases with interview

Typical timeline

4y 0m

Avg Prosecution

19 currently pending

Career history

299

Total Applications

across all art units

Statute-Specific Performance

§101

0.5%

-39.5% vs TC avg

§103

94.9%

+54.9% vs TC avg

§102

2.6%

-37.4% vs TC avg

§112

0.6%

-39.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 276 resolved cases

Prosecution Timeline

May 12, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/176,922

Patent 12645741

DISTRIBUTED SAMPLE SELECTION WITH SELF-LABELING

3y 3m to grant Granted Jun 02, 2026

19/051,011

Patent 12645709

MULTI-MODEL MACHINE LEARNING ARCHITECTURE FOR GENERATING A VARIABLE INDEX USING RELATIONSHIPS BETWEEN VARIABLES

1y 3m to grant Granted Jun 02, 2026

18/075,679

Patent 12619592

EXTERNAL DATABASE AS SOURCE FOR LOCAL SYSTEM CUSTOMIZING

3y 5m to grant Granted May 05, 2026

18/070,106

Patent 12585666

CLOUD ENVIRONMENT DATA DISTRIBUTION

3y 3m to grant Granted Mar 24, 2026

18/921,864

Patent 12585630

METHOD AND APPARATUS FOR ANALYZING COVERAGE, BIAS, AND MODEL EXPLANATIONS IN LARGE DIMENSIONAL MODELING DATA

1y 5m to grant Granted Mar 24, 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

61%

Grant Probability

81%

With Interview (+20.4%)

4y 0m

Median Time to Grant

Low

PTA Risk

Based on 276 resolved cases by this examiner. Grant probability derived from career allowance rate.