We attempted the automated synthesis and observation of polyamic acid using our custom-built dispensing system and the assistance of the multimodal large language model GPT-4 (Fig. ). This study emphasizes the operational verification of the dispensing device and the proof of principle of automatic observation, so it is important to note that the design is not yet a fully autonomous, closed-loop system.