Important Types of AI
The term "AI" refers to computer systems designed to mimic human intelligence. These systems can be trained to perform tasks typically requiring human cognition, such as recognizing speech, solving problems, or developing novel ideas. AI can be classified in different ways, but one common distinction is between Narrow AI and more advanced types of AI.
| Performs a single task or a limited range of tasks very well. Narrow AI is also known as traditional AI, and performs tasks based on predetermined algorithms. One example of Narrow AI that you’ve been using for years is the humble spam filter which uses algorithms to analyze patterns in emails and automatically sorts out unwanted messages. More advanced Narrow AIs don’t just analyze data but can create new content by accessing large datasets. |
| Creates new content such as text, images, or music based on patterns it has learned from existing data. It can be used to assist with tasks like writing, designing, and problem-solving. Generative AI can be a valuable tool for enhancing creativity and productivity. |
| Uses advanced machine learning algorithms and historical data to forecast future trends
and outcomes. Predictive AI can support decision-making by evaluating the probability
and likelihood of particular outcomes based on past information. Organizations can
use predictive AI to anticipate customer behavior, forecast market trends, or identify
potential system failures before they occur. |
