Last updated: July 17, 2026

Application No. 18/523,409

Relevance-Based Filtering Of Machine-Learning-Generated Descriptions

Non-Final OA

Filed

Nov 29, 2023

Examiner

ROSTAMI, MOHAMMAD S

Art Unit

Tech Center

Assignee

ORACLE INTERNATIONAL Corporation

OA Round

1 (Non-Final)

Interview Optional

— +26.2% interview lift. Examiner has a relatively high allowance rate (67%); +26.2% interview lift. A written response may suffice.

Based on 640 resolved cases, 2023–2026

Examiner Intelligence

ROSTAMI, MOHAMMAD S View full profile →

Grants 67% — above average

Career Allowance Rate

429 granted / 640 resolved

+7.0% vs TC avg

Strong +26% interview lift

Without

With

+26.2%

Interview Lift

resolved cases with interview

Typical timeline

3y 9m

Avg Prosecution

28 currently pending

Career history

685

Total Applications

across all art units

Statute-Specific Performance

§101

0.6%

-39.4% vs TC avg

§103

93.3%

+53.3% vs TC avg

§102

4.9%

-35.1% vs TC avg

§112

0.1%

-39.9% vs TC avg

Black line = Tech Center average estimate • Based on career data from 640 resolved cases

Prosecution Timeline

Nov 29, 2023

Application Filed

May 22, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/744,305

Patent 12675493

SYSTEMS AND METHODS FOR MAPPING A TERM TO A VECTOR REPRESENTATION IN A SEMANTIC SPACE

2y 0m to grant Granted Jul 07, 2026

18/390,806

Patent 12670223

Search System Having Task-Based Machined-Learned Models

2y 6m to grant Granted Jun 30, 2026

18/461,720

Patent 12670162

UNIFIED STATISTICS COLLECTION FRAMEWORK USING A PROCESS-BASED TOP-DOWN APPROACH FOR POSTGRES-BASED DATABASE SYSTEMS

2y 9m to grant Granted Jun 30, 2026

18/475,902

Patent 12657174

STORAGE MANAGEMENT METHODS AND APPARATUSES FOR DISTRIBUTED DATABASE

2y 8m to grant Granted Jun 16, 2026

18/424,002

Patent 12651028

SIMILARITY INFORMATION IN SKIP LISTS

2y 4m to grant Granted Jun 09, 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

67%

Grant Probability

93%

With Interview (+26.2%)

3y 9m (~1y 1m remaining)

Median Time to Grant

Low

PTA Risk

Based on 640 resolved cases by this examiner. Grant probability derived from career allowance rate.