MINGLLM
Live / Applied — Non-final action mailed (as of 01 Apr 2026)
What this means for you
Not registered yet, but its 09 Nov 2025 filing date beats anything filed after it. If it registers, the owner can stop confusingly similar uses in the classes it covers.
Record
- Serial number
- 99487039
- Mark type
- Stylized text
- Filed
- 09 Nov 2025
- Attorney of record
- YEONJIN SON
Goods and services
- Class 009 — Scientific and electric apparatus: Downloadable software modules for large language models (LLMs), namely, model weights, tokenizers, inference runtimes, fine‑tuning toolkits, and evaluation utilities; downloadable software development kits (SDKs) for deploying, monitoring, and optimizing LLM inference on cloud and edge devices; downloadable computer software using large language models for source code generation; downloadable computer software for generating images from text using artificial intelligence; All of the foregoing are for use by software developers and enterprise engineering teams and exclude software for social networking, dating, online communities, music streaming, or general consumer communication
- Class 042 — Scientific and technological services: Providing temporary use of non‑downloadable software for LLM inference application programming interfaces (APIs), managed fine‑tuning, evaluation, safety filtering, and model serving operations; software as a service (SaaS) featuring software using artificial intelligence for machine learning and data analysis in the field of large language models; providing online non‑downloadable software platforms for training, deploying, and monitoring large language models; design and development of artificial intelligence software for natural language processing and large language models; computer programming services in the field of large language models; providing non‑downloadable APIs for software integration with LLM capabilities; hosting and technical consultancy of software platforms dedicated to LLM model hosting and optimization; All of the foregoing are offered to enterprise developers and research organizations and expressly exclude social networking, online community hosting, public relations, marketing automation, and software consulting unrelated to LLMs
Owner
- MingLLM, LLC, Clayton, CA, US
Prosecution history
- 01 Apr 2026 — NOTIFICATION OF NON-FINAL ACTION E-MAILED
- 01 Apr 2026 — NON-FINAL ACTION E-MAILED
- 01 Apr 2026 — NON-FINAL ACTION WRITTEN
- 19 Mar 2026 — ASSIGNED TO EXAMINER
- 12 Feb 2026 — NEW APPLICATION OFFICE SUPPLIED DATA ENTERED
- 09 Nov 2025 — APPLICATION FILING RECEIPT MAILED
- 09 Nov 2025 — NEW APPLICATION ENTERED