| Serial Number | 99726070 |
| Word Mark | PFN |
| Filing Date | Thursday, March 26, 2026 |
| Status | 641 - NON-FINAL ACTION - MAILED |
| Status Date | Friday, June 26, 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 |
| Goods and Services | Providing online non-downloadable electronic publications in the nature of presentation materials and research papers in the field of artificial intelligence, machine learning, and software development; providing online non-downloadable publications in the nature of blogs and articles in the field of artificial intelligence, machine learning, and software development; providing a website featuring non-downloadable videos in the fields of artificial intelligence, machine learning, and software development |
| Goods and Services | Providing on-line non-downloadable computer software for playing computer games; Providing online non-downloadable computer software for utilizing language models which conducts and supports general-purpose tasks including creating documents, searching, and responding to inquiries; providing online non-downloadable computer software for utilizing multimodal generative models which conducts and supports operations using multiple types of data including audio, images, and videos; software as a service (SaaS) featuring software for using chatbot; providing online non-downloadable software for processing, generating, understanding and analyzing audio, video, images, and text; providing online non-downloadable computer software for translating text and audio from one language to another; online software as a service (SaaS) featuring software for generating images, videos, and audio, from text; providing online non-downloadable computer software used for scientific and technical analysis of data by artificial intelligence; software as a service (SaaS) using featuring software that uses artificial intelligence that generates text, processes natural language, creates content, and responds to questions; providing programs for application programming interfaces (API) for processing audio, video, images, and text; providing online non-downloadable computer software that uses machine learning technology and deep learning technology to conduct and support operations for processing audio, video, images, and text; Providing use of non-downloadable computer programs featuring automatic hyperparameter optimization; cloud computing featuring software for automatic hyperparameter optimization; Scientific and technological research and development in the field of artificial intelligence, and machine learning; Providing technical information in the field of computer software and artificial intelligence via a website; providing online non-downloadable software used for training artificial intelligence models; providing online non-downloadable software and computer programs for multi-modal processing and understanding of text, audio, image, and video; providing online non-downloadable cloud computing software using artificial intelligence |
| Pseudo Mark | PREFERRED NETWORKS |
| Goods and Services | Computer software for data analytics, machine learning, and artificial intelligence; computer chipsets; accelerator for deep learning, in the nature of computer hardware expansion cards, for use in deep learning, machine learning, artificial intelligence, and neural networks; downloadable computer software for using chatbot for processing audio, video, images, and text; downloadable computer programs and downloadable computer software for processing, generating, recognizing, understanding and analyzing audio, video, images, and text; downloadable computer programs and downloadable computer software for using machine learning models, foundation models, generative models, and language models; downloadable computer programs and downloadable computer software for translating text and audio from one language to another; downloadable computer programs and downloadable computer software for artificial intelligence for processing audio, video, images, and text; downloadable computer software and application software for generating images, videos, and audio from text; downloadable computer software used as an application programming interface (API) for processing audio, video, images, and text; Computer software for automatic hyperparameter optimization; Semiconductor chips; accelerators in the nature of computer hardware; Downloadable computer software for use in the fields of machine learning, deep learning, information processing, and data analysis; Downloadable computer software for industrial visual inspection using artificial intelligence; Downloadable computer game software; Downloadable electronic publications in the nature of presentation materials and research papers in the field of artificial intelligence; downloadable computer software and programs for machine learning; downloadable computer software and programs for using language models; downloadable software used for training artificial intelligence models; downloadable software for use as an application programming interface (API); downloadable computer software and programs for building, using, and deploying autonomous agents, semi-autonomous agents, and intelligent agents; downloadable computer software and programs for multi-modal processing and understanding of text, audio, image, and video; data processing units for use in the fields of artificial intelligence |
| International Class | 009 - Scientific, nautical, surveying, photographic, cinematographic, optical, weighing, measuring, signalling, checking (supervision), life-saving and teaching apparatus and instruments; apparatus and instruments for conducting, switching, transforming, accumulating, regulating or controlling electricity; apparatus for recording, transmission or reproduction of sound or images; magnetic data carriers, recording discs; automatic vending machines and mechanisms for coin operated apparatus; cash registers, calculating machines, data processing equipment and computers; fire extinguishing apparatus. |
| US Class Codes | 021, 023, 026, 036, 038 |
| Class Status Code | 6 - Active |
| Class Status Date | Thursday, March 26, 2026 |
| Primary Code | 009 |
| First Use Anywhere Date | NOT AVAILABLE |
| First Use In Commerce Date | NOT AVAILABLE |
| International Class | 041 - Education; providing of training; entertainment; sporting and cultural activities. |
| US Class Codes | 100, 101, 107 |
| Class Status Code | 6 - Active |
| Class Status Date | Thursday, March 26, 2026 |
| Primary Code | 041 |
| First Use Anywhere Date | NOT AVAILABLE |
| First Use In Commerce Date | NOT AVAILABLE |
| 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 | Thursday, March 26, 2026 |
| Primary Code | 042 |
| First Use Anywhere Date | NOT AVAILABLE |
| First Use In Commerce Date | NOT AVAILABLE |
| Party Name | Preferred Networks, Inc. |
| Party Type | 10 - Original Applicant |
| Legal Entity Type | 99 - Other |
| Address | Tokyo 100-0004 JP |
| Event Date | Event Description |
| Thursday, March 26, 2026 | NEW APPLICATION ENTERED |
| Thursday, March 26, 2026 | APPLICATION FILING RECEIPT MAILED |
| Saturday, March 28, 2026 | NEW APPLICATION OFFICE SUPPLIED DATA ENTERED |
| Thursday, June 25, 2026 | ASSIGNED TO EXAMINER |
| Friday, June 26, 2026 | NON-FINAL ACTION WRITTEN |
| Friday, June 26, 2026 | NON-FINAL ACTION E-MAILED |
| Friday, June 26, 2026 | NOTIFICATION OF NON-FINAL ACTION E-MAILED |