Last updated: July 17, 2026

Application No. 18/849,307

INTERPRETABLE DEBIASING OF VECTORIZED LANGUAGE REPRESENTATIONS WITH ITERATIVE ORTHOGONALIZATION

Non-Final OA

Filed

Sep 20, 2024

Priority

Jun 22, 2022 — provisional 63/354,554 +1 more

Examiner

PASHA, ATHAR N

Art Unit

2657

Tech Center

2600 — Communications

Assignee

Visa International Service Association

OA Round

1 (Non-Final)

Interview Optional

— +17.3% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 89% grant rate with +17.3% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 159 resolved cases, 2023–2026

Examiner Intelligence

PASHA, ATHAR N View full profile →

Grants 89% — above average

Career Allowance Rate

142 granted / 159 resolved

+27.3% vs TC avg

Strong +17% interview lift

Without

With

+17.3%

Interview Lift

resolved cases with interview

Typical timeline

2y 6m

Avg Prosecution

22 currently pending

Career history

182

Total Applications

across all art units

Statute-Specific Performance

§101

3.7%

-36.3% vs TC avg

§103

91.2%

+51.2% vs TC avg

§102

2.6%

-37.4% vs TC avg

§112

1.1%

-38.9% vs TC avg

Black line = Tech Center average estimate • Based on career data from 159 resolved cases

Prosecution Timeline

Sep 20, 2024

Application Filed

Apr 24, 2026

Non-Final Rejection mailed

Jun 30, 2026

Interview Requested

Jul 07, 2026

Examiner Interview Summary

Jul 07, 2026

Applicant Interview (Telephonic)

Precedent Cases

Applications granted by this same examiner with similar technology

18/573,622

Patent 12639516

CLASSIFICATION AND AUGMENTATION OF UNSTRUCTURED DATA FOR AUTOFILL

2y 5m to grant Granted May 26, 2026

17/749,578

Patent 12632445

Applied Artificial Intelligence Technology for Natural Language Generation Using a Story Graph and Configurable Structurer Code

4y 0m to grant Granted May 19, 2026

18/264,595

Patent 12614040

SIMULTANEOUS TRANSLATION DEVICE AND COMPUTER PROGRAM

2y 8m to grant Granted Apr 28, 2026

18/747,081

Patent 12608556

INTENTION RECOGNITION METHOD, DEVICE, ELECTRONIC DEVICE AND STORAGE MEDIUM BASED ON LARGE MODEL

1y 10m to grant Granted Apr 21, 2026

18/747,499

Patent 12608557

CHINESE DIALOGUE SYSTEM FOR COGNITIVELY IMPAIRED ADULTS BASED ON COGNITIVE STIMULATION THERAPY PRINCIPLES

1y 10m to grant Granted Apr 21, 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

89%

Grant Probability

99%

With Interview (+17.3%)

2y 6m (~8m remaining)

Median Time to Grant

Low

PTA Risk

Based on 159 resolved cases by this examiner. Grant probability derived from career allowance rate.