Last updated: July 17, 2026

Application No. 18/766,745

SYSTEMS AND METHODS FOR GENERATING CUSTOMIZED CONTENT BASED ON USER PREFERENCES

Non-Final OA

Filed

Jul 09, 2024

Priority

Jun 11, 2020 — continuation of 12/061,862

Examiner

TSUI, WILSON W

Art Unit

2172

Tech Center

2100 — Computer Architecture & Software

Assignee

Capital One Services LLC

OA Round

1 (Non-Final)

This examiner grants 62% of cases after interview

— +57.2% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 603 resolved cases, 2023–2026

Examiner Intelligence

TSUI, WILSON W View full profile →

Grants 62% of resolved cases

Career Allowance Rate

372 granted / 603 resolved

+6.7% vs TC avg

Strong +57% interview lift

Without

With

+57.2%

Interview Lift

resolved cases with interview

Typical timeline

3y 12m

Avg Prosecution

29 currently pending

Career history

649

Total Applications

across all art units

Statute-Specific Performance

§101

2.8%

-37.2% vs TC avg

§103

89.6%

+49.6% vs TC avg

§102

3.5%

-36.5% vs TC avg

§112

3.7%

-36.3% vs TC avg

Black line = Tech Center average estimate • Based on career data from 603 resolved cases

Prosecution Timeline

Jul 09, 2024

Application Filed

Apr 30, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/174,479

Patent 12664358

COMBINED SYNCHRONOUS AND ASYNCHRONOUS TAG DEPLOYMENT

3y 4m to grant Granted Jun 23, 2026

18/504,910

Patent 12645863

SYSTEMS AND METHODS FOR DISCLOSURE VALIDATION

2y 6m to grant Granted Jun 02, 2026

17/039,891

Patent 12626065

LIFECYCLE MANAGEMENT FOR CUSTOMIZED NATURAL LANGUAGE PROCESSING

5y 7m to grant Granted May 12, 2026

18/763,951

Patent 12602535

COMMENT DISPLAY METHOD AND APPARATUS OF A DOCUMENT, AND DEVICE AND MEDIUM

1y 9m to grant Granted Apr 14, 2026

18/088,971

Patent 12589766

AUTONOMOUS DRIVING SYSTEM AND METHOD OF CONTROLLING SAME

3y 3m to grant Granted Mar 31, 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

62%

Grant Probability

99%

With Interview (+57.2%)

3y 12m (~1y 11m remaining)

Median Time to Grant

Low

PTA Risk

Based on 603 resolved cases by this examiner. Grant probability derived from career allowance rate.