Linux kernel build times are approaching 10 seconds on modern hardware, down from historically lengthy compilation periods. Optimizations by developer Lorenzo Stoakes using AI assistance to address Kbuild bottlenecks have achieved ~36% faster builds and ~70% faster incremental builds, with improvements expected in Linux 7.4.