Russian tactical adaptation to Ukrainian innovations has been slower than Ukrainian tactical adaptation, but Russian strategic adaptation at the personnel, defense industry, and supply-chain levels has been significant, including successful adaptation to ensure fire superiority over Ukraine at the two-year mark of the war.