Could be heat or RAM related. Have you run a memtest on it recently? And how does the temperature look when it reboots?
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When it reboots the fans are kinda loud until I enter the password for disk encryption, then everything is as expected. Temperatures are more than ok both before and after the random reboots.
Sorry for the noob question but, how can I run a memtest on it?
SOme OS's put it in the Grub/boot menu, but otherwise you can run it from a memtest live ISO like https://www.memtest.org/.
Write out syslogs to disk or better yet mirror to grayling or something, there might be valuable information right before the reboot.
I've also had weirdness where the CPU/iGPU was just faulty and the IME would halt the system. That took weeks to diagnose.
Definitely reach out to support!