Docker 24+ introduces significant improvements including the unified `docker compose` command replacing `docker-compose`, buildx for multi-platform builds supporting ARM and x86 architectures, and context management for switching between local and remote Docker environments. The update also brings better image management, container signing, and improved performance, particularly for Apple M1/M2 users.