Platform Overview - NVIDIA Omniverse is a platform comprising APIs, SDKs, and services [1] - The platform facilitates the integration of OpenUSD, NVIDIA RTX rendering technologies, and generative PhysicalAI [1] - It targets industrial and robotic use cases by enhancing software tools and simulation workflows [1] Key Technologies - OpenUSD integration is a core feature of the platform [1] - NVIDIA RTX rendering technologies are incorporated [1] - Generative PhysicalAI is supported for advanced simulations [1] Target Audience - The platform is designed for developers [1] - It aims to improve existing software tools [1] - It supports simulation workflows in industrial and robotic sectors [1]

Autonomous Vehicle Safety - NVIDIA Drive, built on the Halo safety system, enables developers to build safe autonomous vehicles with diverse software stacks, sensors, and redundant computers [1] - Safe AVs require massive amounts of diverse data to address edge cases, which are supplemented by realistic synthetic training data generated using NVIDIA Omniverse and Cosmos [2] - An independent classical stack runs in parallel for decision-making diversity, with guardrails monitoring safe performance and an arbitrator for emergency stops [3] Redundancy and Reliability - Each sensor connects to redundant computers, ensuring vehicle safety and operation even if a sensor or computer fails [4] - In the event of a critical failure, the system can execute a minimum risk maneuver, such as pulling over to the shoulder [4] Technology and Integration - NVIDIA Drive allows developers worldwide to integrate Halo into their products to build the next generation of safe AVs [4]

Smart City AI & Infrastructure - 到 2050 年，全球三分之二的人口将居住在城市，对基础设施造成更大压力 [1] - 物理人工智能 (Physical AI) 可以帮助改善数十亿人的生活 [1] - 英伟达 Omniverse 智能城市 AI 蓝图通过在一个统一的过程中结合数字孪生、训练和部署，使城市规模的 AI 成为可能 [2] Technology & Development - 开发人员必须模拟真实世界的条件，并实时处理数十亿个传感器输入和数百万个摄像头流 [1] - 里程碑系统 (Milestone Systems) 从 NVIDIA Cosmos 生成合成视频，并使用 Nemo Curator 处理和定制他们的数据集 [3] - K2K 使用定制模型来构建 AI 代理，以帮助解决整个城市的特定交通和安全问题 [4] - 借助 NVIDIA Omniverse 智能城市 AI 蓝图，开发时间几乎缩短了一半 [4] Use Case & Application - 以交通拥堵为例，管理流量和提高安全性需要实时数据和理解复杂环境的 AI [2] - 在巴黎，Avis 将航空镜头转化为模拟数字孪生 [3]

Industry Revolution & Automation - The first industrial revolution introduced automation through Watt's steam engine and the mechanized loom [1] - The fourth industrial revolution, driven by AI, is reimagining industry [2] - Industrial AI is being implemented from design to engineering [2] Technological Advancements - Electromagnetism was unraveled by Ampier [1] - Faraday built the first electric generator [1] - Maxwell laid the foundations for modern electrical engineering [1] Robotics & Future Workforce - The industry is building the next frontier where everything that moves is robotic, including intelligent autonomous vehicles [3] - Robots are being trained in digital twin worlds and robot gyms to work alongside humans in factories, warehouses, operating rooms, and homes [3] - Collaborative workforce is helping to close the global labor shortage gap [3]

So within deoid we certify our people and we do this for thousands of people every year. We are developing the actual project. We are doing the consultancy and we are also educating the client so he can adopt the deliveries that we provide for them.Nvidia was the first one to adopt AI really promote AI and where our future is headed to whether it's on the actual developments that we provide to our clients eventually or whether it's also the aspect of the DI trainings since the first day I saw the advantage ...