Ukrainian officials report that Russian state-sponsored threat actors are integrating AI capabilities into malware execution chains targeting Ukrainian government, energy, and military networks, enabling dynamic behavioral adaptation that reduces effectiveness of signature-based defenses. Attribution to Russian state actors is high confidence; the specific technical claim of AI-embedded malware execution remains low-to-medium confidence pending sample disclosure or corroborating technical analysis. No confirmed IOCs are publicly available.