Changeflow GovPing Telecom & Technology SOTHFAST AI Software Trademark Application
Routine Notice Added Final

SOTHFAST AI Software Trademark Application

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Published March 22nd, 2026
Detected March 24th, 2026
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Summary

The United States Patent and Trademark Office (USPTO) has received a trademark application for SOTHFAST AI software. The application, filed on March 22, 2026, covers various AI software and consulting services related to large language models and inference optimization.

What changed

This document details a new trademark application filed with the USPTO for the SOTHFAST brand, specifically concerning artificial intelligence (AI) software and related services. The application covers the design and development of AI software, SaaS solutions for reducing hallucination and optimizing inference costs in large language models, and consulting services for integrating these technologies into enterprise systems. It also includes downloadable AI software and platforms for enterprise use.

For technology companies and legal professionals involved in intellectual property, this filing signifies a new brand entering the AI software market. While not a regulatory action, it highlights the growing focus on AI technologies, particularly large language models and their associated challenges like hallucination and computational cost. Compliance officers should note this as an indicator of market trends and potential future regulatory considerations in the AI space.

Source document (simplified)

← USPTO Trademark Applications

SOTHFAST

Intent to Use TM99716974 Kind: intenttouse Mar 23, 2026

Abstract

Design and development of artificial intelligence (AI) software; Software as a service (SaaS) featuring artificial intelligence technology for reducing hallucination and improving accuracy in large language model outputs; software as a service (SaaS) featuring AI inference optimization technology for reducing computational costs of large language model deployments; consulting services in the field of artificial intelligence, namely, adapting and integrating inference optimization and hallucination reduction technology into third-party large language models for enterprise customers; platform as a service (PaaS) featuring an integrated artificial intelligence computing system with custom neural network models and inference optimization for enterprise use; Downloadable artificial intelligence software for reducing hallucination and improving accuracy in large language model outputs; downloadable software for optimizing and reducing computational inference costs in artificial intelligence and large language model deployments; downloadable artificial intelligence system comprising pre-trained neural network models with modified weights and inference optimization operators sold as an integrated computing platform for enterprise use; downloadable software tools for adapting and integrating AI inference optimization technology into third-party large language models; downloadable software featuring routing gates, validation engines, and deployment tooling for enterprise AI inference pipelines

Filing Date

2026-03-22

View original document →

Named provisions

Abstract

Classification

Agency
USPTO
Published
March 22nd, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
TM99716974

Who this affects

Applies to
Technology companies
Industry sector
5112 Software & Technology
Activity scope
Software Development AI Services
Geographic scope
United States US

Taxonomy

Primary area
Intellectual Property
Operational domain
Legal
Topics
Artificial Intelligence Software Development

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