Last updated: July 12, 2026

Application No. 19/430,775

Untitled Application

Unknown

Filed

Priority

Jun 03, 2024 — provisional 63/655,575 +3 more

Examiner

STANDKE, ADAM C

Art Unit

Tech Center

X Development LLC

Assignee

X Development LLC

OA Round

1 (Non-Final)

This examiner grants 50% of cases after interview

— +26.2% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 137 resolved cases, 2023–2026

Examiner Intelligence

STANDKE, ADAM C View full profile →

Grants 50% of resolved cases

Career Allowance Rate

69 granted / 137 resolved

-9.6% vs TC avg

Strong +26% interview lift

Without

With

+26.2%

Interview Lift

resolved cases with interview

Typical timeline

4y 4m

Avg Prosecution

18 currently pending

Career history

169

Total Applications

across all art units

Statute-Specific Performance

§101

3.4%

-36.6% vs TC avg

§103

86.0%

+46.0% vs TC avg

§102

3.7%

-36.3% vs TC avg

§112

4.3%

-35.7% vs TC avg

Black line = Tech Center average estimate • Based on career data from 137 resolved cases

Prosecution Timeline

May 19, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

17/122,401

Patent 12651196

AUTOMATICALLY CHANGE ANOMALY DETECTION THRESHOLD BASED ON PROBABILISTIC DISTRIBUTION OF ANOMALY SCORES

5y 5m to grant Granted Jun 09, 2026

17/096,982

Patent 12645978

EFFICIENT FLOOD WATERS ANALYSIS FROM SPATIO-TEMPORAL DATA FUSION AND STATISTICS

5y 6m to grant Granted Jun 02, 2026

16/474,029

Patent 12632713

DEEP LEARNING HARDWARE

6y 10m to grant Granted May 19, 2026

18/415,376

Patent 12632737

Using Hierarchical Representations for Neural Network Architecture Searching

2y 4m to grant Granted May 19, 2026

17/223,445

Patent 12626182

MICROSERVICE COMPOSITIONS

5y 1m to grant Granted May 12, 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

50%

Grant Probability

77%

With Interview (+26.2%)

4y 4m

Median Time to Grant

Low

PTA Risk

Based on 137 resolved cases by this examiner. Grant probability derived from career allowance rate.