Malayy Inc. has applied to register the trademark AUTONOMOUS NEURAL SUBSTRATE with the US Patent and Trademark Office for downloadable computer software for artificial intelligence runtime systems (Class 9: software and electronics), and for goods or services in 1 other class. The filing basis is an intent to use the mark in commerce (USPTO record, serial 50124666, September 23, 2026).
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Malayy Inc., a corporation organized in Delaware, applied to register the trademark AUTONOMOUS NEURAL SUBSTRATE with the United States Patent and Trademark Office on 2026-09-23, serial number 50124666. The application covers 2 classes of goods and services, Class 9 (Software and electronics); Class 42 (Software as a service and technology services), and is based on an intent to use the mark in commerce (the goods or services are not yet sold under it). The latest step on the record is "Application filing receipt mailed" on 2026-09-23.
| Mark | AUTONOMOUS NEURAL SUBSTRATE |
|---|---|
| Applicant | Malayy Inc., a corporation organized in Delaware |
| Applicant's location | New York, Delaware |
| Serial number | 50124666 |
| Filed | 2026-09-23 |
| Filing basis | An intent to use the mark in commerce (the goods or services are not yet sold under it) |
| Classes | Class 9 (Software and electronics); Class 42 (Software as a service and technology services) |
| Latest step on the record | Application filing receipt mailed, 2026-09-23 |
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What will AUTONOMOUS NEURAL SUBSTRATE be used for?
Class 9 (Software and electronics)
Downloadable computer software for artificial intelligence runtime systems; Downloadable computer software for artificial intelligence runtime systems for use in developing and executing computer programs.; Downloadable computer software for runtime systems for accessing, controlling, and managing computer data; Downloadable computer software for optimizing artificial intelligence models and AI agents; Downloadable computer software for runtime systems for executing, managing, and optimizing AI models, AI agents, and machine learning systems; Downloadable computer software for software development, code generation, code analysis, code execution, model deployment, model orchestration, and workflow automation using artificial intelligence; Downloadable computer software for machine learning, natural language processing, and autonomous operation of computer systems; Downloadable computer software for the design and development of artificial intelligence software; Downloadable computer software for optimizing the training and inference of artificial intelligence models; Downloadable computer software for managing and optimizing the use of graphics processing units for artificial intelligence and machine learning workloads; Downloadable computer software for improving the speed, computational efficiency, throughput, reliability, and resource utilization of artificial intelligence and machine learning systems
Class 42 (Software as a service and technology services)
Software as a service (SAAS) services featuring software for artificial intelligence runtime systems; Software as a service (SAAS) services featuring software for artificial intelligence runtime systems for use in developing and executing computer programs.; Software as a service (SAAS) services featuring software for runtime systems for accessing, controlling, and managing computer data; Software as a service (SAAS) services featuring software for optimizing artificial intelligence models and AI agents; Software as a service (SAAS) services featuring software for runtime systems for executing, managing, and optimizing AI models, AI agents, and machine learning systems; Software as a service (SAAS) services featuring software for software development, code generation, code analysis, code execution, model deployment, model orchestration, and workflow automation using artificial intelligence; Software as a service (SAAS) services featuring software for machine learning, natural language processing, and autonomous operation of computer systems; Software as a service (SAAS) services featuring software for the design and development of artificial intelligence software; Software as a service (SAAS) services featuring software for optimizing the training and inference of artificial intelligence models; Software as a service (SAAS) services featuring software for managing and optimizing the use of graphics processing units for artificial intelligence and machine learning workloads; Software as a service (SAAS) services featuring software for improving the speed, computational efficiency, throughput, reliability, and resource utilization of artificial intelligence and machine learning systems
Where does the application stand?
| Date | Step on the record |
|---|---|
| 2026-09-23 | New application entered |
| 2026-09-23 | New application office supplied data entered |
| 2026-09-23 | Application filing receipt mailed |
Other new marks from Malayy Inc.
| Filed | Mark | Classes |
|---|---|---|
| 2026-09-17 | MALAYY | 9, 42 |
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A company that wants to protect a new brand name in the United States files a trademark application with the United States Patent and Trademark Office. The application names the mark, the company applying, the classes of goods and services it will be used for, in the company's own words, and whether the brand is already on sale or is still to launch. Each application gets a serial number and a public record that follows it through examination.
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Source: USPTO record for AUTONOMOUS NEURAL SUBSTRATE, serial number 50124666.