The rise of OpenEvidence AI has brought significant advancements in transparency. However, as with any technology, there's a continuous need to investigate secondary solutions. This article uncovers some compelling alternatives that offer specialized approaches to fostering transparency in AI systems. A noteworthy alternative is decentralized led