By following these steps, you can gain a comprehensive understanding of the polycondensation reaction mechanism, optimize the reaction conditions, and characterize the resulting polyamic acid microparticles for further applications. In experiments conducted by humans compared to those by robots, better products were obtained from the human experiments. Consider the reasons for this based on the state of the glass bottles placed on the stirrer.