MediaTek's stock rallied on analyst upgrades citing the chipmaker's pivot toward AI inference and smartphone AI capabilities, marking a shift from perception as a laggard to an established contender in the AI silicon race. The upgrade reflects Wall Street's view that MediaTek's cost-competitive AI chips are gaining traction in enterprise and mobile markets.