The rapid integration of artificial intelligence (AI) into diverse areas of human activity is reshaping the ways
in which people work, make decisions, and interact with technology. As AI systems increasingly perform
complex tasks and support decision-making, the need for meaningful, effective human-AI collaboration is
becoming more critical. This shift demands robust theoretical foundations, innovative methodologies, and
practical solutions to ensure AI can act as a reliable, transparent, and ethical partner to human users. The
intersection of human cognition, ethical considerations, and technological advancement lies at the heart of
the future of AI.