Let’s talk about the four types of AI

As artificial intelligence becomes a trend, people have a lot of questions about how it works and what it can do. A question that is often asked is - what are the four types of AI. The editor will answer it for you below.

What are the four types of AI

Reactive Machine

Reactive machines are a very popular concept in AI. This is because it is the most basic and oldest type of AI. Reactive machines are machines that react only to certain stimuli and scenarios. Unlike much of the AI ​​software that followed, they could not draw on previous experience or loads of knowledge to assess and respond to specific situations. Not even using GPS or digital maps to navigate your surroundings or plot your route. Instead, they move based on what they see.

Reactive machines excel at games like chess and poker because they never act the same way twice. They're also really good at simple things like filtering and recommendations. While they are great for simple tasks, they don't translate well to the real world.

Due to a lack of imagination and abstract thinking, these programs are easily fooled, so they cannot be used in areas such as facial recognition or robot assistants.

Having said that, reactive machines are still widely used today because without them, technological innovations such as self-driving cars would not be possible.

Limited Memory

Limited Memory is the second type of AI system used to create voice cloning effects. Simply put, this type of artificial intelligence allows robots to store information and experiences as "memories." Then, the next time it encounters a similar situation, it uses this new "memory" to better predict. It is used in more complex machine learning systems due to its superior overreaction machine.

The working principle of this type of artificial intelligence is reinforcement learning. This means it uses ML systems to make better decisions and predictions after trial and error. Furthermore, it uses evolutionary generative adversarial networks. It is a form of software that collects information through several evolutions. System updates to this network allow for adaptation and inclusion of some modifications.

Theory of Mind

While this is a type of artificial intelligence that has not yet been fully exploited, many scientists predict that this type of artificial intelligence will allow machines Understand the structure within which they work. This structure includes people and the environment in which they interact.

For years, many scientists have been trying to understand this kind of artificial intelligence and how it might affect humans.

Theory of Mind will use the Metaverse to guide its learning. Unlike limited memory, it does not learn through a series of trial and error, but through a central neural network built for theory-of-mind AI. With this type of AI, the AI ​​voice generator will be able to create voice imitations that will be difficult to distinguish from the original voice.

Self-aware artificial intelligence

Self-aware robots are the dream of every technological innovator. Like the AI ​​theory of mind, self-aware AI remains largely undiscovered. This is an AI robot capable of creating consciousness that will allow the robot to assess its own internal state. There are reports that several inventors are producing so-called self-aware products, but all of them appear to be scams.

But slowly, scientists are discovering more about this artificial intelligence. With this type of artificial intelligence, robots will be able to recognize patterns and replicate them. This is because this AI can evaluate its internal state.

The benefits of self-aware artificial intelligence are endless. We will have a machine that can work independently while being connected to other machines. Its ability to innovate will be unparalleled because it can learn from its mistakes as well as its successes.

However, this technology is still developing. Scientists have yet to find a way to create self-aware artificial intelligence without using human consciousness as a model.

Still, it’s hard not to be excited about the possibility of self-aware artificial intelligence. Artificial intelligence has several potential applications. Some of these applications are already in use, while others are still in development.

Conclusion

Now we can better understand the types of AI and its uses. But did you know that voice cloning uses these systems. We will see more advancements in this technology in the near future. Maybe one day we can all have our own robots, and until then, we can use AI voice cloning to create some really cool audio effects!

The above is the detailed content of Let’s talk about the four types of AI. For more information, please follow other related articles on the PHP Chinese website!