6G networks Optimizing 6G Networks: How Deep Unfolding and AI Achieve Robust Throughput Explore how Uncertainty-Injected Deep Unfolded Fractional Programming (UI-DUFP) leverages AI to maximize robust throughput in dynamic 6G wireless networks, ensuring high performance under imperfect channel conditions.