Long Island is experiencing record high home prices due to low inventory, with sales activity increasing. The tight inventory is creating a challenging environment for buyers, while sellers are seeing significant profits. Reports on the specific factors driving the market vary, with some citing bonuses and tax planning as influences in certain areas, such as the Hamptons.