Last updated: July 17, 2026

Application No. 18/724,025

METHOD FOR EFFECTIVELY SUPPORTING QOS OF AI AND ML SERVICES

Final Rejection

Filed

Jun 25, 2024

Priority

Jan 25, 2022 — RE 10-2022-0011005 +2 more

Examiner

HUQ, FARZANA B

Art Unit

2455

Tech Center

2400 — Computer Networks

Assignee

LG Electronics Inc.

OA Round

2 (Final)

Interview Optional

— +31.1% interview lift. Examiner has a relatively high allowance rate (80%); +31.1% interview lift. A written response may suffice.

Based on 456 resolved cases, 2023–2026

Examiner Intelligence

HUQ, FARZANA B View full profile →

Grants 80% — above average

Career Allowance Rate

364 granted / 456 resolved

+21.8% vs TC avg

Strong +31% interview lift

Without

With

+31.1%

Interview Lift

resolved cases with interview

Typical timeline

3y 3m

Avg Prosecution

27 currently pending

Career history

482

Total Applications

across all art units

Statute-Specific Performance

§101

1.1%

-38.9% vs TC avg

§103

84.0%

+44.0% vs TC avg

§102

13.3%

-26.7% vs TC avg

§112

0.5%

-39.5% vs TC avg

Black line = Tech Center average estimate • Based on career data from 456 resolved cases

Prosecution Timeline

Jun 25, 2024

Application Filed

Sep 10, 2025

Non-Final Rejection mailed

Dec 10, 2025

Response Filed

Jul 14, 2026

Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/497,159

Patent 12665829

GO AND STOP PROTOCOL FOR SYNCHRONIZED WIRELESS RECEIVER

2y 7m to grant Granted Jun 23, 2026

18/725,279

Patent 12665872

VIRTUAL CONFERENCE MEETING SERVER COMPUTING USER RELEVANCE SCORES BASED ON CONTENT OF MEDIA STREAMS FROM AI AGENT MONITORED MEETINGS

1y 12m to grant Granted Jun 23, 2026

18/456,147

Patent 12659271

DATA PROCESSING METHOD AND APPARATUS, AND CHIP

2y 9m to grant Granted Jun 16, 2026

18/677,759

Patent 12659278

FILTERING BROADCAST PACKETS IN DISTRIBUTED COMMUNICATION SYSTEMS

2y 0m to grant Granted Jun 16, 2026

18/692,669

Patent 12652218

DCCF-DCCF COORDINATION

2y 2m 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

3-4

Expected OA Rounds

80%

Grant Probability

99%

With Interview (+31.1%)

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

Median Time to Grant

Moderate

PTA Risk

Based on 456 resolved cases by this examiner. Grant probability derived from career allowance rate.