Last updated: July 10, 2026

Application No. 19/360,512

Untitled Application

Unknown

Filed

Priority

Oct 17, 2024 — provisional 63/708,492 +9 more

Examiner

SMITH, PAULINHO E

Art Unit

Tech Center

DK Crown Holdings Inc.

Assignee

DK Crown Holdings Inc.

OA Round

2 (Non-Final)

Interview Optional

— +9.7% interview lift. Interview already conducted in this application's prosecution history. This examiner has a 80% grant rate with +9.7% interview lift. Since an interview has already been tried, recommend written response with narrowed claims based on precedent claim evolution patterns.

Based on 543 resolved cases, 2023–2026

Examiner Intelligence

SMITH, PAULINHO E View full profile →

Grants 80% — above average

Career Allowance Rate

436 granted / 543 resolved

+20.3% vs TC avg

Moderate +10% lift

Without

With

+9.7%

Interview Lift

resolved cases with interview

Typical timeline

3y 2m

Avg Prosecution

18 currently pending

Career history

566

Total Applications

across all art units

Statute-Specific Performance

§101

11.7%

-28.3% vs TC avg

§103

65.1%

+25.1% vs TC avg

§102

12.1%

-27.9% vs TC avg

§112

5.6%

-34.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 543 resolved cases

Prosecution Timeline

Dec 30, 2025

Non-Final Rejection mailed

Feb 07, 2026

Interview Requested

Mar 12, 2026

Applicant Interview (Telephonic)

Mar 13, 2026

Examiner Interview Summary

Mar 30, 2026

Response Filed

Apr 22, 2026

Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/297,493

Patent 12675671

ARTIFICIAL INTELLIGENCE-BASED ANOMALY DETECTION AND PREDICTION

3y 3m to grant Granted Jul 07, 2026

17/492,442

Patent 12672216

PHYSICS-INFORMED PARTIAL LEAST SQUARES REGRESSION MODELING FOR FAILURE DETECTION IN POWER ELECTRONIC DEVICES

4y 9m to grant Granted Jun 30, 2026

17/571,045

Patent 12670373

MEMORY BANDWIDTH REDUCTION TECHNIQUES FOR LOW POWER CONVOLUTIONAL NEURAL NETWORK INFERENCE APPLICATIONS

4y 5m to grant Granted Jun 30, 2026

19/058,350

Patent 12670392

MACHINE LEARNING ROBUSTNESS THROUGH SENSIBLE DECISION BOUNDARIES

1y 4m to grant Granted Jun 30, 2026

17/664,432

Patent 12651148

NEURON CIRCUITS FOR SPIKING NEURAL NETWORKS

4y 0m 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

2-3

Expected OA Rounds

80%

Grant Probability

90%

With Interview (+9.7%)

3y 2m

Median Time to Grant

Moderate

PTA Risk

Based on 543 resolved cases by this examiner. Grant probability derived from career allowance rate.