2 papers
cs.CL2026
Belief Propagation in LLM World Models: Measuring Strategic Information Bias with Prediction Markets
Mykola Khandoga, Yevhen Kostiuk, Anton Polishko +4
Every information ecosystem produces beliefs that shape strategic decisions. Both human analysts and AI systems inherit the blind spots of their information sources. We show that L…
cs.CY2025
Sovereign Large Language Models: Advantages, Strategy and Regulations
Mykhailo Bondarenko, Sviatoslav Lushnei, Yurii Paniv +4
This report analyzes key trends, challenges, risks, and opportunities associated with the development of Large Language Models (LLMs) globally. It examines national experiences in…