TrademarkDir
DEEP NEURAL INSPECTION
LIVE

Serial Number

99604377

Owner

Realm Labs Inc.

Attorney

Edward J. Radlo

First Use Date

Jul 29, 2026

Filing Date

Jan 20, 2026

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DEEP NEURAL INSPECTION Trademark

Serial Number: 99604377

DEEP NEURAL INSPECTION is a trademark filed by Realm Labs Inc. on January 20, 2026. The trademark is classified under Class 42 (Computer & Scientific). The application is currently pending registration.

Owner Contact Info

Realm Labs Inc.

250 Acalanes Drive, Apartment 5
Sunnyvale 94086

Entity Type: 03

Trademark Details

Filing Date

January 20, 2026

Registration Date

September 8, 2026

First Use Anywhere

July 29, 2026

First Use in Commerce

July 29, 2026

Goods & Services

Consulting services for others in the field of design, planning, and implementation of project management of computer software testing for measuring neuron activations and hidden states of large language models (LLMs) used in artificial intelligence, associating the neuron activations and hidden states with a specific behavior, and observing the LLMs during inference and run-time

Filing History

APPROVED FOR REGISTRATION SUPPLEMENTAL REGISTER
Aug 11, 2026 CNTA
USE AMENDMENT ACCEPTED
Aug 11, 2026 IUAA
AMENDMENT TO USE PROCESSING COMPLETE
Aug 6, 2026 AUPC
USE AMENDMENT FILED
Aug 6, 2026 IUAF
TEAS AMENDMENT OF USE RECEIVED
Aug 6, 2026 EAAU
TEAS/EMAIL CORRESPONDENCE ENTERED
Aug 6, 2026 TEME
CORRESPONDENCE RECEIVED IN LAW OFFICE
Aug 6, 2026 CRFA
TEAS RESPONSE TO OFFICE ACTION RECEIVED
Aug 6, 2026 TROA
NOTIFICATION OF NON-FINAL ACTION E-MAILED
Aug 5, 2026 GNRN
NON-FINAL ACTION E-MAILED
Aug 5, 2026 GNRT
NON-FINAL ACTION WRITTEN
Aug 5, 2026 CNRT
TEAS/EMAIL CORRESPONDENCE ENTERED
Aug 4, 2026 TEME
CORRESPONDENCE RECEIVED IN LAW OFFICE
Aug 4, 2026 CRFA
ASSIGNED TO LIE
Aug 2, 2026 ALIE
TEAS REQUEST FOR RECONSIDERATION RECEIVED
Jul 29, 2026 ERFR
NOTIFICATION OF FINAL REFUSAL EMAILED
Jul 22, 2026 GNFN
FINAL REFUSAL E-MAILED
Jul 22, 2026 GNFR
FINAL REFUSAL WRITTEN
Jul 22, 2026 CNFR
TEAS/EMAIL CORRESPONDENCE ENTERED
Jun 23, 2026 TEME
CORRESPONDENCE RECEIVED IN LAW OFFICE
Jun 23, 2026 CRFA
TEAS RESPONSE TO OFFICE ACTION RECEIVED
Jun 23, 2026 TROA
NOTIFICATION OF NON-FINAL ACTION E-MAILED
Jun 2, 2026 GNRN
NON-FINAL ACTION E-MAILED
Jun 2, 2026 GNRT
NON-FINAL ACTION WRITTEN
Jun 2, 2026 CNRT
ASSIGNED TO EXAMINER
May 18, 2026 DOCK
APPLICATION FILING RECEIPT MAILED
Jan 20, 2026 MAFR
NEW APPLICATION OFFICE SUPPLIED DATA ENTERED
Jan 20, 2026 NWOS
NEW APPLICATION ENTERED
Jan 20, 2026 NWAP

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