Last updated: July 17, 2026

Application No. 18/908,525

SYSTEMS AND METHODS FOR GENERATING A CUSTOMIZED GRAPHICAL USER INTERFACE

Non-Final OA

Filed

Oct 07, 2024

Priority

Jan 31, 2022 — continuation of 12/112,127

Examiner

SPOONER, LAMONT M

Art Unit

Tech Center

Assignee

Walmart Apollo LLC

OA Round

1 (Non-Final)

Interview Optional

— +12.3% interview lift. Interview lift (+12.3%) is below the 15.0% threshold. A written response is recommended.

Based on 612 resolved cases, 2023–2026

Examiner Intelligence

SPOONER, LAMONT M View full profile →

Grants 74% — above average

Career Allowance Rate

450 granted / 612 resolved

+13.5% vs TC avg

Moderate +12% lift

Without

With

+12.3%

Interview Lift

resolved cases with interview

Typical timeline

3y 4m

Avg Prosecution

17 currently pending

Career history

629

Total Applications

across all art units

Statute-Specific Performance

§101

2.0%

-38.0% vs TC avg

§103

79.7%

+39.7% vs TC avg

§102

11.2%

-28.8% vs TC avg

§112

4.5%

-35.5% vs TC avg

Black line = Tech Center average estimate • Based on career data from 612 resolved cases

Prosecution Timeline

Oct 07, 2024

Application Filed

May 20, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

17/807,744

Patent 12675644

TASK-SPECIFIC LANGUAGE SETS FOR MULTILINGUAL LEARNING

4y 0m to grant Granted Jul 07, 2026

18/209,232

Patent 12670327

DETECTING HALLUCINATION IN A LANGUAGE MODEL

3y 0m to grant Granted Jun 30, 2026

16/940,095

Patent 12664377

TEXT STRING SUMMARIZATION

5y 11m to grant Granted Jun 23, 2026

18/183,295

Patent 12632671

CLINICAL CONTEXT CENTRIC NATURAL LANGUAGE PROCESSING SOLUTIONS

3y 2m to grant Granted May 19, 2026

17/751,330

Patent 12626050

Semi-Autoregressive Text Editing

3y 11m to grant Granted May 12, 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

74%

Grant Probability

86%

With Interview (+12.3%)

3y 4m (~1y 7m remaining)

Median Time to Grant

Low

PTA Risk

Based on 612 resolved cases by this examiner. Grant probability derived from career allowance rate.