Researchers at IIT Guwahati introduced 'LEAP', an advanced machine learning framework that optimizes the design of Integrated Circuits (ICs). It improves efficiency by reducing the runtime of EDA tools by 50% and decreasing the clock period by 2%, benefiting the semiconductor industry significantly. This innovation enhances electronic device performance while reducing energy consumption.