Last updated: July 17, 2026

Application No. 18/855,262

DEEP LEARNING SYSTEM FOR NAVIGATING FEEDBACK

Non-Final OA

Filed

Oct 08, 2024

Priority

May 20, 2022 — provisional 63/365,071 +1 more

Examiner

VO, HUYEN X

Art Unit

2656

Tech Center

2600 — Communications

Assignee

Google LLC

OA Round

1 (Non-Final)

Interview Optional

— +20.0% interview lift. Examiner has a relatively high allowance rate (83%); +20.0% interview lift. A written response may suffice.

Based on 1051 resolved cases, 2023–2026

Examiner Intelligence

VO, HUYEN X View full profile →

Grants 83% — above average

Career Allowance Rate

876 granted / 1051 resolved

+21.3% vs TC avg

Strong +20% interview lift

Without

With

+20.0%

Interview Lift

resolved cases with interview

Typical timeline

2y 8m

Avg Prosecution

26 currently pending

Career history

1069

Total Applications

across all art units

Statute-Specific Performance

§101

10.7%

-29.3% vs TC avg

§103

66.8%

+26.8% vs TC avg

§102

14.7%

-25.3% vs TC avg

§112

0.6%

-39.4% vs TC avg

Black line = Tech Center average estimate • Based on career data from 1051 resolved cases

Prosecution Timeline

Oct 08, 2024

Application Filed

May 27, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

17/659,199

Patent 12682907

ONBOARD AIRCRAFT SYSTEM WITH ARTIFICIAL HUMAN INTERFACE TO ASSIST PASSENGERS AND/OR CREW MEMBERS

4y 3m to grant Granted Jul 14, 2026

18/148,189

Patent 12682884

METHODS AND APPARATUS TO CONVERT IMAGE TO AUDIO

3y 6m to grant Granted Jul 14, 2026

17/833,102

Patent 12670914

EMOTION-AWARE VOICE ASSISTANT

4y 0m to grant Granted Jun 30, 2026

18/129,164

Patent 12670339

GENERATIVE ARTIFICIAL INTELLIGENCE PLATFORM TO MANAGE SMART DOCUMENTS

3y 3m to grant Granted Jun 30, 2026

18/337,316

Patent 12664187

DYNAMIC SELECTION FROM AMONG MULTIPLE CANDIDATE GENERATIVE MODELS WITH DIFFERING COMPUTATIONAL EFFICIENCIES

3y 0m to grant Granted Jun 23, 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

83%

Grant Probability

99%

With Interview (+20.0%)

2y 8m (~11m remaining)

Median Time to Grant

Low

PTA Risk

Based on 1051 resolved cases by this examiner. Grant probability derived from career allowance rate.