Hard searches deeply with a time budget, so it plans capture set-ups and extra-turn chains several moves out and converts small leads into locked endgames. Most games against it are decided by who controls the last few stones on the board.
A loss against Hard usually traces back to one loose sow in the middle game. Reviewing the strategy guide on endgame stone control is the fastest way to close the gap.