Canonical, known for Ubuntu and open source software, will be present at NVIDIA GTC 2025 in San Jose from March 18th-21st.They offer AI solutions on Ubuntu built in collaboration with NVIDIA for cloud to edge innovation.Canonical provides reference architectures for open-source chatbots, edge AI, machine learning infrastructure, and AI at the edge.Their showcase includes Ubuntu on NVIDIA Jetson™ managed with Canonical Landscape for seamless deployment and management.A new reference architecture using open-source LLMs and NVIDIA tech simplifies chatbot application development.Canonical introduces a reference architecture for AI inference at the edge, ensuring scalability, security, and efficiency.They also present a reference architecture for open-source machine learning infrastructure with MicroK8s, Charmed Kubeflow, and Dell PowerEdge.Session on building enterprise sovereign AI by Nicholas Dimotakis from Canonical will explore secure AI infrastructure.Canonical and NVIDIA's collaboration optimizes Ubuntu for NVIDIA GPUs, offering enhanced performance and security.Join Canonical at GTC to explore solutions leveraging Open Source software with security and compliance benefits.