The rise of OpenEvidence AI has brought significant advancements in accountability. However, as with any technology, there's a continuous need to investigate complementary solutions. This article uncovers some compelling alternatives that offer unique approaches to fostering transparency in AI systems. One prominent alternative is distributed led