This is why Ubuntu also has Hardware Enablement (HWE) kernels[1], which are fully supported on LTS releases. The current Ubuntu 24.04 HWE kernel is 7.0.

[1] https://ubuntu.com/kernel/docs/reference/hwe-kernels/