Why? Electricity flowing through a wire generates heat. A thin wire has higher electrical resistance, meaning it heats up faster. To carry a large current (lots of amps) safely, you need a thick cable with low resistance.
Electric cable sizing is not a guessing game. It is a safety calculation. electric cable sizes