There is an incorrect reference to Groucho Marx's 130th birthday. Though born in 1890, Marx's birthday is October 2 and the show is clearly set in the early COVID days of February 2020.
When Bradley checks Twitter, she scrolls down and the same tweets seen before are repeated.