Why are high glycemic index foods such as simple carbs a bigger risk factor for diabetes?

Why are foods with a higher glycemic index a higher risk factor for developing diabetes / prediabetes / metabolic syndrome than foods with lower glycemic index?

I understand that consuming food with lower glycemic index and fiber is better for your day to day life as direct experience. But why is it also a lower risk for diabetes? what's the mechanism?