Last updated: July 17, 2026

Application No. 18/942,853

ARCHITECTURE FOR GENERATING QA PAIRS FROM CONTEXTS

Non-Final OA

Filed

Nov 11, 2024

Priority

Nov 10, 2020 — RE 10-2020-0149364 +2 more

Examiner

TRACY JR., EDWARD

Art Unit

Tech Center

Assignee

Korea Advanced Institute of Science and Technology

OA Round

1 (Non-Final)

Interview Optional

— +33.9% interview lift. Examiner has a relatively high allowance rate (78%); +33.9% interview lift. A written response may suffice.

Based on 111 resolved cases, 2023–2026

Examiner Intelligence

TRACY JR., EDWARD View full profile →

Grants 78% — above average

Career Allowance Rate

87 granted / 111 resolved

+18.4% vs TC avg

Strong +34% interview lift

Without

With

+33.9%

Interview Lift

resolved cases with interview

Typical timeline

2y 11m

Avg Prosecution

21 currently pending

Career history

137

Total Applications

across all art units

Statute-Specific Performance

§101

3.0%

-37.0% vs TC avg

§103

95.8%

+55.8% vs TC avg

§102

0.6%

-39.4% vs TC avg

§112

0.6%

-39.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 111 resolved cases

Prosecution Timeline

Nov 11, 2024

Application Filed

May 20, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/795,155

Patent 12682892

METHODS AND SYSTEMS FOR WORD EDIT DISTANCE EMBEDDING

1y 11m to grant Granted Jul 14, 2026

18/908,467

Patent 12682899

DETECTING AND ASSIGNING ACTION ITEMS TO CONVERSATION PARTICIPANTS IN REAL-TIME AND DETECTING COMPLETION THEREOF

1y 9m to grant Granted Jul 14, 2026

17/466,103

Patent 12664184

MONITORING SYSTEM

4y 9m to grant Granted Jun 23, 2026

17/674,704

Patent 12664185

CONVERSATIONAL AI PLATFORM WITH EXTRACTIVE QUESTION ANSWERING

4y 4m to grant Granted Jun 23, 2026

17/947,758

Patent 12632662

ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF

3y 8m to grant Granted May 19, 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

78%

Grant Probability

99%

With Interview (+33.9%)

2y 11m (~1y 3m remaining)

Median Time to Grant

Low

PTA Risk

Based on 111 resolved cases by this examiner. Grant probability derived from career allowance rate.