Filed Aug. 20, 2026

Serial No. 50061959

Examining Attorney KEISHA MONIQUE HARD JENKINS

Class Computer hardware; downloadable software; downloadable software for system safety, cybersecurity, inspections, monitoring, testing, compliance, certification, validation, abstraction, data management, workflows, inter-process communication, scheduling, error detection and correction, foundations, calibrating, controlling, training, system behavior adjustments, system isolations, critical system checks, system communications, hardware integration, artificial intelligence (AI) perception, safety logic, accessing and interpreting camera data, hypervisors, contingency planning, and system guardrails; downloadable software for operating system safety, cybersecurity, inspections, monitoring, testing, compliance, certification, validation, abstraction, data management, workflows, inter-process communication, scheduling, error detection and correction, foundations, calibrating, controlling, training, system behavior adjustments, system isolations, critical system checks, system communications, hardware integration, artificial intelligence (AI) perception, safety logic, accessing and interpreting camera data, hypervisors, contingency planning, and system guardrails; downloadable software for autonomous systems and machines, namely, software providing guardrails, rules, logic, operational functionality, scheduling, monitoring, controls, communications, sensors, testing, and compliance; downloadable software for integration, monitoring, inspection, compliance, control, scheduling, training, and behavior modification of hardware, compute platforms, high performance computers, computer processors, GPUs, machines, robots, autonomous systems and machines, and autonomous vehicles; downloadable software comprising middleware, sensor, and abstraction layers, schedulers, communication libraries, system frameworks for use in autonomous applications; downloadable software using artificial intelligence agents and modules for monitoring, controlling, testing, training, moving, and mobilizing autonomous machines, robots, robotaxis, and autonomous vehicles; downloadable software in the nature of full stack platforms for autonomous operations consisting of comprehensive safety systems, monitoring, and compliance, infrastructure, operating system software, middleware, software applications; downloadable software for unifying real-time artificial intelligence processing, functional safety monitoring, and edge computing into an integrated safety platform; downloadable software for implementing functional safety protocols in autonomous and semi-autonomous systems; downloadable software for real-time artificial intelligence inference at the network edge; downloadable software for managing and orchestrating safety-critical computing workloads; downloadable software for monitoring, diagnosing, and ensuring compliance with functional safety standards in computing systems; downloadable software for integrating safety-certified computing functions with artificial intelligence decision-making in real-time applications; downloadable software for developing, deploying, and managing safety-critical artificial intelligence applications at the network edge; downloadable software for real-time monitoring and enforcement of functional safety standards in artificial intelligence computing systems; downloadable software for training, simulating, and validating autonomous vehicle systems at scale; downloadable software for providing a safety evaluation framework for autonomous driving systems from driver assistance to autonomous operation; downloadable software for building and documenting safety cases for autonomous and semi-autonomous vehicle systems; downloadable software for cloud-based development infrastructure enabling autonomous vehicle training, simulation, and validation; downloadable software for real-time artificial intelligence inference in autonomous vehicles; downloadable software incorporating tools and guidelines for evaluating functional safety of autonomous driving systems; recorded software; preinstalled software; downloadable software development kits (SDKs); downloadable software development tools; downloadable software featuring libraries for software development; downloadable artificial intelligence software; downloadable software for facilitating data transmission, data collection, data analysis, and decision-making; downloadable software for simulation, modeling and data processing for use in data visualization, data analysis, data mining, data interpretation, predictive analytics, accessing and editing large-scale data; downloadable software for use in general purpose computation, manipulation of collections of data, data analysis, image content analysis, information analysis, data transformation, data input/output, communications, speech recognition, graphics display, modeling and testing for use in the fields of artificial intelligence, deep learning, high performance computing, distributed computing, virtualization and machine learning; downloadable software for data management, analytics and pattern and activity recognition; downloadable software for artificial intelligence, machine learning, deep learning, statistical learning, supervised learning, unsupervised learning, data mining, predictive analytics, business intelligence, and computer vision; downloadable software, namely, knowledge-based artificial intelligence platforms, data analytics platforms, and automation platforms; downloadable software for deploying, distributing, configuring, testing, installing, upgrading, updating, customizing, debugging, and managing other software; downloadable software for data and application migration; downloadable electronic data files featuring source code, text, and images; downloadable electronic publications; downloadable computer software using machine learning for creating data models; downloadable machine learning software for enabling computers to learn to perform tasks autonomously; downloadable computer software using machine learning for developing predictive models; downloadable and recorded computer programs for monitoring the performance of computer systems; downloadable operating system software for robots; downloadable software for machine learning for use in robots; downloadable application programming interfaces (APIs); downloadable computer software libraries; downloadable data sets for generating, processing, understanding and analyzing natural language, speech, text, images, video, audio, software code and structured and unstructured data, namely, data sets for training, testing, validating, evaluating, and monitoring artificial intelligence models for autonomous vehicles, robots, autonomous machines, and safety-critical physical AI systems, including generative artificial intelligence models, multimodal models, computer vision models, speech and audio models, recommendation models, embedding models and other machine learning and foundation models; downloadable data sets for generating and executing autonomous tasks in response to exposure to data using machine learning and artificial intelligence for training, testing, validating, evaluating, and monitoring artificial intelligence models for autonomous vehicles, robots, autonomous machines, and safety-critical physical AI systems; downloadable data set for the collection, transmission, management, analyzing, reviewing and displaying of data, text, images, audio, video and multimedia content for training, testing, validating, evaluating, and monitoring artificial intelligence models for autonomous vehicles, robots, autonomous machines, and safety-critical physical AI systems; downloadable data sets for developing, training, fine-tuning, testing, evaluating, deploying and monitoring artificial intelligence models, large language models (LLMs) and other machine learning and generative artificial intelligence models, including multimodal, computer vision, speech, recommendation and embedding models for autonomous vehicles, robots, autonomous machines, and safety-critical physical AI systems; 021; 023; 026; 036; 038; 100; 101

Case Type Trademark Service mark