Last updated: August 16, 2026

Application No. 18/154,269

SELECTING LEARNING MODEL

Non-Final OA

Filed

Jan 13, 2023

Priority

Dec 01, 2017 — nonprovisional of PCTEP2017081208 +2 more

Examiner

GODO, MORIAM MOSUNMOLA

Art Unit

2100

Tech Center

2100 — Computer Architecture & Software

Assignee

Telefonaktiebolaget LM Ericsson

OA Round

2 (Non-Final)

This examiner grants 43% of cases after interview

— +33.6% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 74 resolved cases, 2023–2026

Examiner Intelligence

GODO, MORIAM MOSUNMOLA View full profile →

Grants 43% of resolved cases

Career Allowance Rate

32 granted / 74 resolved

-11.8% vs TC avg

Strong +34% interview lift

Without

With

+33.6%

Interview Lift

resolved cases with interview

Typical timeline

4y 7m

Avg Prosecution

31 currently pending

Career history

120

Total Applications

across all art units

Statute-Specific Performance

§101

16.6%

-23.4% vs TC avg

§103

56.9%

+16.9% vs TC avg

§102

12.0%

-28.0% vs TC avg

§112

13.1%

-26.9% vs TC avg

Black line = Tech Center average estimate • Based on career data from 74 resolved cases

Prosecution Timeline

Jan 13, 2023

Application Filed

Nov 21, 2025

Non-Final Rejection mailed

Feb 21, 2026

Response Filed

Aug 05, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/743,059

Patent 12664412

SYSTEM AND METHOD FOR IN-MEMORY IMAGE PROCESSING

2y 0m to grant Granted Jun 23, 2026

16/927,018

Patent 12639556

Object-Centric Learning with Slot Attention

5y 10m to grant Granted May 26, 2026

18/583,459

Patent 12608609

MACHINE LEARNING BASED FILE RANKING METHODS AND SYSTEMS

2y 2m to grant Granted Apr 21, 2026

18/919,417

Patent 12602586

SUPERVISORY NEURON FOR CONTINUOUSLY ADAPTIVE NEURAL NETWORK

1y 5m to grant Granted Apr 14, 2026

17/096,425

Patent 12530583

VOLUME PRESERVING ARTIFICIAL NEURAL NETWORK AND SYSTEM AND METHOD FOR BUILDING A VOLUME PRESERVING TRAINABLE ARTIFICIAL NEURAL NETWORK

5y 2m to grant Granted Jan 20, 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

43%

Grant Probability

77%

With Interview (+33.6%)

4y 7m (~12m remaining)

Median Time to Grant

Moderate

PTA Risk

Based on 74 resolved cases by this examiner. Grant probability derived from career allowance rate.