The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 24, 2026
Filed:
May. 07, 2024
Amazon Technologies, Inc., Seattle, WA (US);
Caizhi Xu, Seattle, WA (US);
Ravi Shankar, Seattle, WA (US);
Brian William Beisel, New York, NY (US);
Gabriel Miller, New York, NY (US);
Cody Severinski, Seattle, WA (US);
Jamal Alikhani, Seattle, WA (US);
Jose A. Sepulveda, Seattle, WA (US);
Brian Robert Swickline, Seattle, WA (US);
Fei Wang, Sunnyvale, CA (US);
Hani Suleiman, New York, NY (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Devices, systems, and methods for machine learning-based micro-category generation may include a method including identifying, for a respective cluster of content titles or items, a top-K most representative group of the content titles or items; generating, by a machine learning model, based on a first input prompt, the common theme of the top-K most representative group; generating, by the machine learning model, based on the second input prompt and filtering, a group of content titles or items matching the common theme; generating, by the machine learning model, based on a third input prompt, a name for the group of content titles or items matching the common theme; and presenting the group of content titles or items matching the common theme and the name for the group of content titles or items matching the common theme via a user interface of a streaming media application.