Complex Ecosystem

Complex ecosystems, encompassing diverse interconnected systems from biological environments to digital infrastructures, are studied to understand their emergent properties and dynamics. Current research focuses on developing robust and responsible AI models, particularly large language models (LLMs) and reinforcement learning algorithms, to analyze and manage these systems, addressing challenges like security threats in IoT ecosystems and ethical considerations in AI development. This work is significant for improving the safety and efficiency of AI applications, fostering open-source collaboration, and enabling sustainable practices in computing and other resource-intensive fields.