Filed April 12, 2023

Serial No. 97885578

Examining Attorney CATHERINE ANN CAYCEDO

Interlocutory Attorney TASHIA A BUNCH

Class Recorded and downloadable computer software using artificial intelligence for use in software development, machine learning, facial and speech recognition, implementation of information technology and technology architecture; downloadable and recorded computer software using artificial intelligence for searching and accessing deep learning models and predictive models; downloadable and recorded computer software using artificial intelligence for search usage analytics, natural language understanding, natural language processing, (NLP) natural language programming; downloadable and recorded computer software using artificial intelligence for searching and accessing related content objects; downloadable and recorded computer software using artificial intelligence for content similarity analysis, pattern analysis, pattern analysis of data ingested, pattern recognition, query response reranking, supervised learning, unsupervised learning, visual data representation; downloadable and recorded computer software using artificial intelligence for searching and accessing recommendation systems, reinforcement learning systems, creating augmented intelligence, creating artificial neural networks, creating artificial general intelligence, creating statistical models, statistical learning, inference learning, analyizing scientific databases and data models; downloadable computer software using artificial intelligence for data analysis; downloadable and recorded computer software using artificial intelligence for searching and accessing data pipelines,; downloadable and recorded computer software using artificial intelligence for data automation, mathematical optimization, dimensionality reduction, probability analysis; downloadable and recorded computer software using artificial intelligence for searching and accessing probabilistic methods, classification databases; downloadable computer software using artificial intelligence for snippet extraction, content extraction in the nature of automated text and metadata extraction from files, text summation, text extraction, question answering, text generation in the nature of cross-lingual text generation, text analysis, text classification; downloadable and recorded computer software using artificial intelligence for searching and accessing generative content, convolutional neural networks, expert systems related to statistical models; downloadable and recorded computer software using artificial intelligence for data cluster analysis; downloadable and recorded computer software using artificial intelligence for searching and accessing random forests, bayesian models, ensembles, neural networks, nearest neighbors databases; downloadable and recorded computer software using artificial intelligence for feature selection, variable reduction, spatial modeling and collaborative filtering; 021; 023; 026; 036; 038; 100; 101; 102; 100; 101; 107; 100; 101; 100; 101

Case Type Trademark Service mark