What if the real breakthrough isn't smarter AI, but AI that actually shows its work? Think about it—most people distrust what they can't understand. When an algorithm makes a decision about your trade, your risk level, or your portfolio, you're essentially trusting a black box. But what happens when machines become auditable? When every calculation, every decision point, every data input becomes visible and verifiable? That's when skepticism transforms into confidence. In crypto and decentralized systems, this principle already resonates—transparency isn't just nice to have, it's foundational. The gap between machine intelligence and human trust narrows the moment users can actually see how the system thinks.