AI Ecosystem

The AI ecosystem encompasses the interconnected development, deployment, and societal impact of artificial intelligence technologies, with a primary objective of fostering responsible and beneficial AI. Current research focuses on mitigating risks associated with large language models (LLMs) and foundation models, including addressing biases, hallucinations, and misuse through techniques like acceptable use policies and improved model evaluation. This research is crucial for establishing ethical guidelines, ensuring fairness and transparency, and ultimately shaping the future of AI's integration into various sectors, from digital media to economic modeling.