The concept of Open-Source AI emphasizes the importance of transparency, collaboration, and democratization in the development and deployment of artificial intelligence systems. As AI becomes increasingly integrated into various aspects of society, the call for open-source AI has grown louder, driven by the need for accountability, ethical development, and equitable access. Below is a detailed exploration of the imperative for transparency in open-source AI, based on insights from various sources.