When you cant pay it, they will set up a payment plan over years (maybe a decade) to pay it off.
Happened to my parents recently
Your parents must have defaulted on the plan, not filed taxes or otherwise broken a rule. Because once a plan is set up, the IRS is forbidden from seizing assets unless something rare like the previous happens.