There are four different varieties of artificial intelligence, and they aren’t all made equal: Some of them are significantly more advanced than others. Some of these AI systems aren’t even scientifically feasible at the moment. There are four basic AI categories, as per the current categorization system: reactive, constrained memory, conceptualization, and self-aware.
1. AI with a limited memory
Artificial Intelligence with limited memory analyzes the past and develops experienced knowledge by monitoring behaviors or data. This type of AI produces forecasts and performs advanced classification tasks by integrating previous, observed data with pre-programmed knowledge. It is presently the most widely utilized kind of artificial intelligence.
2. Reactive AI
Reactive robots react to similar events in the same manner, every time and thus are incapable of learning or imagining the past or future.
Reactive AI was a huge stride forward in artificial intelligence research; however, these AIs can’t do anything other than the jobs for which they were created. As a result, they are naturally constrained and ideal for improvement. From this basis, scientists created the next form of Artificial intelligence technology.
3. Self-aware artificial intelligence
Self-aware AI is the most sophisticated sort of artificial intelligence. Machines will have a degree of awareness and intellect comparable to humans when they can recognize their own emotions and the sentiments of others around them.
This AI will have its own goals, needs, and emotions. This sort of AI will allow machines to be self-aware of their own sentiments and mental states. It will be capable of making conclusions that other forms of AI cannot (for instance, “I’m upset when someone pulled me off in traffic”).
4. AI with a Theory of Mind
With this form of AI, computers will be able to make decisions in the same way that people do. Theory of mind AI-enabled machines will be able to recognize and retain emotions, then modify their behavior in response to those feelings when they engage with people.
Would you want to have a meaningful discussion with an emotionally mature robotic that sounds and looks like a genuine person? Given the theory of mind Intelligence, this is on the horizon.
Since the process of adjusting behavior based on fast fluctuating feelings is so dynamic in human communication, there are still a lot of roadblocks to developing a theory of mind AI. It’s challenging to replicate as we strive to construct machines that are more emotionally sophisticated.
Ancient Greek tales included autonomous robots and artificial entities for the first time. Aristotle’s invention of a chain of reasoning and its implementation of deductive reasoning was a turning point in humanity’s quest to understand its own mind. Despite its long and storied history, artificial intelligence (AI) as we understand it today has barely been around for quite a century.
How far will we move toward a cognitive process and self-aware AI in the next decade? Perhaps there will be an amazing application of artificial intelligence that will outperform human intelligence?
Only time will tell, but knowing the differences between the various forms of AI can help you grasp AI breakthroughs as research attempts to move the envelope. AI will have an influence on firms of all sizes and in all sectors.