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 NEW APPLICATION - RECORD INITIALIZED NOT ASSIGNED TO EXAMINER as of Tuesday, January 20, 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 project management of measuring neuron activations/hidden states of large language models (LLMs) used in artificial intelligence, associating the neuron activations/hidden states with a specific behavior, and observing the LLMs during inference/run-time.
General Information
| Serial Number | 99604377 |
| Word Mark | DEEP NEURAL INSPECTION |
| Filing Date | Tuesday, January 20, 2026 |
| Status | 630 - NEW APPLICATION - RECORD INITIALIZED NOT ASSIGNED TO EXAMINER |
| Status Date | Tuesday, January 20, 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 project management of measuring neuron activations/hidden states of large language models (LLMs) used in artificial intelligence, associating the neuron activations/hidden states with a specific behavior, and observing the LLMs during inference/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 |
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 |
