Inclusive Artificial Intelligence

Inclusive artificial intelligence (AI) aims to develop AI systems that are fair, unbiased, and representative of diverse populations, mitigating the societal harms caused by biased algorithms and data. Current research focuses on identifying and mitigating biases in various AI models, including large language models and image generation systems, often employing techniques like fairness-aware algorithms and diverse datasets. This work is crucial for ensuring equitable access to AI benefits and fostering trust in AI systems across different demographic groups, impacting fields like healthcare, education, and human-robot interaction. The ultimate goal is to create AI that serves all members of society equally and effectively.