If the brother was named as beneficiary, the IRA would not go through probate (although state law might have delayed its distribution if there were claims by creditors or a spouse).  Are you sure that there is a penalty for 2024?  IRS waived that for a lot of people who wanted to follow the earlier version of the 10-year rule (nothing required annually, all could be taken in 10th year).