Last updated: July 05, 2026

Application No. 18/885,356

RETURNING REFERENCES FOR ANSWERS GENERATED BY A LANGUAGE MODEL

Non-Final OA

Filed

Sep 13, 2024

Priority

Sep 15, 2023 — provisional 63/538,747

Examiner

SMITH, SEAN THOMAS

Art Unit

2659

Tech Center

2600 — Communications

Assignee

ORACLE INTERNATIONAL Corporation

OA Round

1 (Non-Final)

Interview Optional

— +16.7% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 89% grant rate with +16.7% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 9 resolved cases, 2023–2026

Examiner Intelligence

SMITH, SEAN THOMAS View full profile →

Grants 89% — above average

Career Allowance Rate

8 granted / 9 resolved

+26.9% vs TC avg

Strong +17% interview lift

Without

With

+16.7%

Interview Lift

resolved cases with interview

Typical timeline

2y 8m

Avg Prosecution

29 currently pending

Career history

Total Applications

across all art units

Statute-Specific Performance

§101

2.4%

-37.6% vs TC avg

§103

90.4%

+50.4% vs TC avg

§102

4.0%

-36.0% vs TC avg

§112

3.2%

-36.8% vs TC avg

Black line = Tech Center average estimate • Based on career data from 9 resolved cases

Prosecution Timeline

Sep 13, 2024

Application Filed

Apr 01, 2026

Non-Final Rejection mailed

Jun 22, 2026

Interview Requested

Jun 29, 2026

Examiner Interview Summary

Jun 29, 2026

Applicant Interview (Telephonic)

Precedent Cases

Applications granted by this same examiner with similar technology

18/338,033

Patent 12626056

GENERATING NATURAL LANGUAGE MODEL INSIGHTS FOR DATA CHARTS USING LIGHT LANGUAGE MODELS DISTILLED FROM LARGE LANGUAGE MODELS

2y 10m to grant Granted May 12, 2026

18/393,807

Patent 12602540

LEVERAGING A LARGE LANGUAGE MODEL ENCODER TO EVALUATE PREDICTIVE MODELS

2y 3m to grant Granted Apr 14, 2026

18/092,987

Patent 12530534

SYSTEM AND METHOD FOR GENERATING STRUCTURED SEMANTIC ANNOTATIONS FROM UNSTRUCTURED DOCUMENT

3y 0m to grant Granted Jan 20, 2026

Study what changed to get past this examiner. Based on 3 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

89%

Grant Probability

99%

With Interview (+16.7%)

2y 8m (~10m remaining)

Median Time to Grant

Low

PTA Risk

Based on 9 resolved cases by this examiner. Grant probability derived from career allowance rate.