“We’re going to run out of money in two weeks,” Brooke L. Rollins, the agriculture secretary, told reporters at the White House on Thursday.

Nearly 2 million Illinoisans will be cut off from food stamps next month if the federal government remains shut down, threatening “a vital lifeline to nutrition,” the Illinois Department of Human Serv...