Gmira(3/3) Tried out Mira’s Verify system — pretty interesting. It breaks down AI-generated content sentence by sentence, and runs each through multiple validators. •If they agree, it’s marked green (true) or red (false). •If they disagree, it’s gray — no consensus. What stood out to me: the gray ones are actually the most common, but rarely talked about. Most AI outputs aren’t clearly right or wrong — they just sit in that uncertain middle ground. Verify feels more like infra than just a tool. Two things I liked: 1. It mirrors the real world — not everything has a yes/no answer. Verify shows you the disagreement instead of hiding it. 2. API accessible — meaning it can plug into AI moderation, auto-rewrites, labeling systems, etc. In a world flooded with AI-generated content, maybe what we really need isn’t just more answers, but clearer signals about uncertainty.