  The combined fine and hyperfine structure of the $2^3P$ states in $^3$He is
calculated within the framework of nonrelativistic quantum electrodynamics. The
calculation accounts for the effects of order $m\alpha^6$ and increases the
accuracy of theoretical predictions by an order of magnitude. The results
obtained are in good agreement with recent spectroscopic measurements in
$^3$He.
