Install latest kernel with Debian backports
From AcrodusWiki
This installs a more recent kernel that is part of the next release of Debian onto the 'Stable' Debian release currently running on the machine.
First step is to add backport repo to sources.list or into sources.list.d
deb http://deb.debian.org/debian bookworm-backports main
Then run the command, -t specifies the version to take the package from.
sudo apt install -t bookworm-backports linux-image-amd64 linux-headers-amd64
This also can be used for any other package. It is also easy to upgrade the system to the next release once available as stable from this state.