Assets held in an irrevocable trust generally become exempt from the grantor’s taxable estate. This in turn decreases the grantor’s tax liability (particularly if they have a large estate). Irrevocable trusts also can avoid probate and are private, meaning the public is not privy to their terms or to the assets held within them.