The intersection of machine learning and cognitive science is ushering in a significant new area. Researchers are exploring innovative approaches to recover lost recollections using AI systems. This promising field holds the potential to alleviate conditions like Alzheimer's disease, and even enhance human cognitive abilities. While hurdles remain,