The ketogenic diet, a high-fat, low-carbohydrate diet, can improve blood glucose levels by reducing carbohydrate intake and promoting ketosis. Ketosis is a metabolic state where the body burns fat for fuel instead of glucose. This diet can be effective in managing diabetes and stabilizing blood sugar levels, but it should be done under medical supervision and is not suitable for everyone.