"Google Cloud has transitioned TPU VM support to Canonical-certified Ubuntu images. TPU v5 and v6 instances now run on standard Ubuntu 22.04 LTS, with TPU7x on 24.04 LTS. The move aims to improve stability, security, and compatibility with standard enterprise AI tools."