FWIW, I have to use a torque wrench on anything that calls for less than 40 ft/lbs. My aluminum heads clearly state 12 ft/lbs with a dab of anti-seize. To me, that feels "finger tight." If I didn't have an array of torque wrenches, click and pointer, I'd strip every aluminum thread I have on my cars.
