An official statement on Olsons departure has yet to be made so stay tuned for the same. In Longos case, Microsoft did note that, The overall creative vision and production of the game remains led by Chris Lee, Studio Head of Halo Infinite. Well have to wait and see how development pans out over the coming year.
Source: N4G PC Halo Infinite Lead Producer Has Left 343 Industries Report