DEEP NEURAL INSPECTION Trademark
Trademark Overview
On Tuesday, January 20, 2026, a trademark application was filed for DEEP NEURAL INSPECTION with the United States Patent and Trademark Office. The USPTO has given the DEEP NEURAL INSPECTION trademark a serial number of 99604377. The federal status of this trademark filing is RESPONSE AFTER NON-FINAL ACTION - ENTERED as of Tuesday, June 23, 2026. This trademark is owned by Realm Labs Inc.. The DEEP NEURAL INSPECTION trademark is filed in the Computer & Software Services & Scientific Services category with the following description:
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
General Information
| Serial Number | 99604377 |
| Word Mark | DEEP NEURAL INSPECTION |
| Filing Date | Tuesday, January 20, 2026 |
| Status | 661 - RESPONSE AFTER NON-FINAL ACTION - ENTERED |
| Status Date | Tuesday, June 23, 2026 |
| Registration Number | 0000000 |
| Registration Date | NOT AVAILABLE |
| Mark Drawing | 4 - Illustration: Drawing with word(s) / letter(s) / number(s) in Block form |
| Published for Opposition Date | NOT AVAILABLE |
Trademark Statements
| Goods and 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 |
Classification Information
| International Class | 042 - Scientific and technological services and research and design relating thereto; industrial analysis and research services; design and development of computer hardware and software. |
| US Class Codes | 100, 101 |
| Class Status Code | 6 - Active |
| Class Status Date | Tuesday, January 20, 2026 |
| Primary Code | 042 |
| First Use Anywhere Date | NOT AVAILABLE |
| First Use In Commerce Date | NOT AVAILABLE |
Trademark Owner History
| Party Name | Realm Labs Inc. |
| Party Type | 10 - Original Applicant |
| Legal Entity Type | 03 - Corporation |
| Address | Sunnyvale, CA 94086
US |
Trademark Events
| Event Date | Event Description |
| Tuesday, January 20, 2026 | NEW APPLICATION ENTERED |
| Tuesday, January 20, 2026 | NEW APPLICATION OFFICE SUPPLIED DATA ENTERED |
| Tuesday, January 20, 2026 | APPLICATION FILING RECEIPT MAILED |
| Monday, May 18, 2026 | ASSIGNED TO EXAMINER |
| Tuesday, June 2, 2026 | NON-FINAL ACTION WRITTEN |
| Tuesday, June 2, 2026 | NON-FINAL ACTION E-MAILED |
| Tuesday, June 2, 2026 | NOTIFICATION OF NON-FINAL ACTION E-MAILED |
| Tuesday, June 23, 2026 | TEAS RESPONSE TO OFFICE ACTION RECEIVED |
| Tuesday, June 23, 2026 | CORRESPONDENCE RECEIVED IN LAW OFFICE |
| Tuesday, June 23, 2026 | TEAS/EMAIL CORRESPONDENCE ENTERED |
