AI Transparency Atlas: Framework, Scoring, and Real-Time Model Card Evaluation Pipeline

Akhmadillo Mamirov, Faiaz Azmain, Hanyu Wang

AI model documentation is fragmented across platforms and inconsistent in structure, preventing policymakers, auditors, and users from reliably assessing safety claims, data proven…