Artificial intelligence (AI) is increasingly impacting how we learn about the brain and take care of our brain health. While AI has potential to support equity, such as by facilitating access to health care, it also brings major risks of deepening biases and harmful processes that are already present in our society. Proactive, intentional practices are key to building technologies that benefit a diverse population and foster well-being for all.