Autonomous vehicles are all over the media these days. But what of the technologies that make them possible? In a previous blog post, we covered the many fascinating use cases for digital twins and their applications for the development of self-driving cars. But with the race towards autonomy becoming fiercer, the costs to use these new enabling technologies are rising exponentially. Moreover, the need for talent and experts across the world is forcing companies to shift to remote work.

You’ve probably heard about the Internet of Things but what about the Artificial Intelligence of Things? Yes, connected things are also getting smarter and smarter. AIoT is a new field that combines AI and IoT in fascinating new use cases, some of them in automotive.

Ubuntu KVM — an industry-leading hypervisor — extends its reach to AI/ML applications and graphics-intensive applications with native support for NVIDIA virtual GPU (vGPU) software products, including NVIDIA Virtual Compute Server (vCS) and NVIDIA RTX Virtual Workstation (vWS). Canonical has been working closely with NVIDIA to ensure frictionless integration and a best-in-class user experience.

Privacy enhancing technologies and confidential computing are two of my favorite topics to talk about! So much so that I am writing this blog post on a sunny Saturday afternoon. But wait, what’s that I hear you murmuring? “What is confidential computing? And how does it affect me?” Those are two very good questions.

From entertainment to security, automation is now pervasive. Intelligent devices are transforming our homes while enriching our lives, making them more efficient, productive and environmentally friendly. Most embedded devices run Linux, and their number is poised to keep growing.

Ubuntu Pro, the expanded security maintenance and compliance subscription, is now offered in public beta for data centres and workstations. Canonical will provide a free tier for personal and small-scale commercial use in line with the company’s community commitment and mission to make open source more easily consumable by everyone.

Kubeflow is an open-source MLOps platform that runs on top of Kubernetes. Kubeflow 1.6 was released September 7 2022 with Canonical’s official distribution, Charmed Kubeflow, following shortly after. It came with support for Kubernetes 1.22. However, the MLOps landscape evolves quickly and so does Charmed Kubeflow. As of today, Canonical supports the deployment of Charmed Kubeflow 1.6 on Charmed Kubernetes 1.23 and 1.24.