What is a key characteristic of general AI?

A key characteristic of general AI is its capability to understand and perform any intellectual task that a human can manage. This encompasses a wide range of cognitive abilities, such as learning, reasoning, problem-solving, and even understanding natural language. Unlike specialized AI, which is designed to excel in specific tasks—such as image recognition or playing chess—general AI aims to exhibit the same level of versatility and adaptability as a human being. This includes the ability to transfer knowledge and skills from one area to another, showcasing a deep understanding of the world and the ability to navigate complex, dynamic environments.

In contrast, learning from a fixed dataset is a trait associated with narrow AI, which is limited to pre-defined tasks and does not possess the flexibility inherent in general AI. Similarly, focusing primarily on image processing indicates a specialization that does not align with the broader capabilities required of general AI, while lacking decision-making ability completely is not characteristic of any form of AI that seeks to replicate human-like intelligence.