Researchers introduce a method to reduce input-dependent communication in multi-party computation (MPC) protocols to the final two rounds. This approach enhances efficiency by dividing computation into offline (input-independent) and online (input-dependent) phases, reducing online communication rounds. The work also defines "MPC with Adaptive-Input Selection," ensuring security even when inputs depend on offline messages. This advancement is significant for settings without setup assumptions and with potential dishonest majorities.