Weak AI, also known as Narrow AI, refers to AI systems designed to perform specific tasks with human-like intelligence, but without true general intelligence. Weak AI systems excel in specific domains like image recognition or Natural Language Processing, but they do not possess real understanding or consciousness.
One-Shot learning is an AI approach that enables models to learn from only one or a few examples. This approach is advantageous in tasks…