Last updated: May 29, 2026

Application No. 19/076,924

HIERARCHICAL THOUGHT SUPERVISION NETWORK FOR ADAPTIVE PROCESSING

Final Rejection

Filed

Mar 11, 2025

Priority

May 23, 2024 — provisional 63/651,359 +9 more

Examiner

GODO, MORIAM MOSUNMOLA

Art Unit

2148

Tech Center

2100 — Computer Architecture & Software

Assignee

AtomBeam Technologies Inc.

OA Round

2 (Final)

This examiner grants 44% of cases after interview

— +33.7% interview lift. A telephonic interview to clarify the technical implementation could significantly improve the outcome.

Based on 69 resolved cases, 2023–2026

Examiner Intelligence

GODO, MORIAM MOSUNMOLA View full profile →

Grants 44% of resolved cases

Career Allowance Rate

30 granted / 69 resolved

-11.5% vs TC avg

Strong +34% interview lift

Without

With

+33.7%

Interview Lift

resolved cases with interview

Typical timeline

4y 7m

Avg Prosecution

27 currently pending

Career history

118

Total Applications

across all art units

Statute-Specific Performance

§101

1.4%

-38.6% vs TC avg

§103

91.8%

+51.8% vs TC avg

§102

0.6%

-39.4% vs TC avg

§112

5.4%

-34.6% vs TC avg

Black line = Tech Center average estimate • Based on career data from 69 resolved cases

Prosecution Timeline

Mar 11, 2025

Application Filed

Nov 24, 2025

Non-Final Rejection mailed

Feb 18, 2026

Response Filed

Apr 14, 2026

Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

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

16/249,279

Patent 12511528

NEURAL NETWORK METHOD AND APPARATUS

6y 11m to grant Granted Dec 30, 2025

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

44%

Grant Probability

77%

With Interview (+33.7%)

4y 7m (~3y 4m remaining)

Median Time to Grant

Moderate

PTA Risk

Based on 69 resolved cases by this examiner. Grant probability derived from career allowance rate.