Installation failed An error occurred while installing the selected updates.

I have been trying to update my 13 M2 Macbook Air from macOS Ventura 13.0 to macOS Sonoma but it keeps saying

"Installation failed, An error occurred while installing the selected updates."

right after it downloads about 10 gigabytes of the update. I tried to force quit all other open applications and restart the mac and even tried installing in safe mode but am still facing the same issue. What could be the real problem here?