A binary linear code in F n 2 with dimension k and minimum distance d is called an [n, k, d] code. For each positive integer m , the first order Reed-Muller code R(1, m) is a linear code [2 m , m + 1, 2 m−1 ] . When m = 3 , an extremal doubly-even self-dual code of length 2 3 = 8 exists. In this paper, it is shown that the first order Reed-Muller code R(1, m) holds a 3-(2 m , 2 m−1 , 2 m−2 − 1) design for m ≥ 3 . It is also shown that Steiner system holds for m = 3 .