Future AI System

Future AI systems research centers on developing safer, more reliable, and ethically sound artificial intelligence, addressing concerns about potential risks from increasingly powerful models. Current efforts focus on improving model robustness, explainability, and alignment with human values, exploring architectures like neuro-symbolic AI and leveraging techniques such as Mixture of Experts and multimodal learning in large language models and other foundation models. This research is crucial for mitigating potential harms and ensuring responsible AI development, impacting both the scientific understanding of intelligence and the safe integration of AI into various societal applications.