triald Process Using High CPU on Mac, What's Going On?

Many Mac users have noticed a process called ‘triald’ that seems to run on occasion, and when it does often consumes high amounts of CPU or even virtual memory. Additionally, the related directory to triald also can consume a fair amount of disk space on a Mac for some users. So what is triald, and ...