[2023] Randomly Crash To Desktop

Most likely you are indeed running out of available memory. First expand your Windows paging file maximum size to 32gb

Optional: Increasing the paging file size on Windows computers

On computers that have 8 GB of RAM, the suggested paging file size is 16 GB. www.ibm.com
AND unload every other app you can before starting the game. Is that any better?  

8mb for the game, as it was at release. Each DLC adds memory needs, AND of course Window and any other app you have running takes away some of that 8gb.