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Oct 12, 2023 · The four types of AI based on functionalities. Underneath Narrow AI, one of the three types based on capabilities, there are two functional AI categories: 1. Reactive Machine AI. Reactive machines are AI systems with no memory and are designed to perform a very specific task.
Sep 18, 2024 · Types of Artificial Intelligence . Artificial Intelligence (AI) has transformed industries, leading to significant advancements in technology, science, and everyday life. To understand AI better, we must first recognize that AI can be categorized into different types based on capabilities and functionalities. Type 1: Based on Capabilities of AI
- Reactive Machine Ai
- Limited Memory Ai
- Theory of Mind Ai
- Self-Aware Ai
Reactive machines are just that — reactionary. They can respond to immediate requests and tasks, but they aren’t capable of storing memory, learning from past experiences or improving their functionality through experiences. Additionally, reactive machines can only respond to a limited combination of inputs. Reactive machines are the most fundament...
Limited memory AI can store past data and use that data to make predictions. This means it actively builds its own limited, short-term knowledge base and performs tasks based on that knowledge. The core of limited memory AI is deep learning, which imitates the function of neurons in the human brain. This allows a machine to absorb data from experie...
Theory of mind refers to the concept of AI that can perceive and pick up on the emotionsof others. The term is borrowed from psychology, describing humans’ ability to read the emotions of others and predict future actions based on that information. Theory of mind hasn’t been fully realized yet, and stands as the next substantial milestone in AI’s d...
Self-aware AI describes artificial intelligence that possesses self-awareness. Referred to as the AI point of singularity, self-aware AI is the stage beyond theory of mind and is one of the ultimate goals in AI development. It’s thought that once self-aware AI is reached, AI machines will be beyond our control, because they’ll not only be able to s...
Apr 3, 2024 · Artificial intelligence (AI) is the theory and development of computer systems capable of performing tasks that historically required human intelligence, such as recognizing speech, making decisions, and identifying patterns. AI is an umbrella term that encompasses a wide variety of technologies, including machine learning, deep learning, and ...
- Reactive Machines. These are the oldest forms of AI systems that have extremely limited capability. They emulate the human mind’s ability to respond to different kinds of stimuli.
- Limited Memory. Limited memory machines are machines that, in addition to having the capabilities of purely reactive machines, are also capable of learning from historical data to make decisions.
- Theory of Mind. While the previous two types of AI have been and are found in abundance, the next two types of AI exist, for now, either as a concept or a work in progress.
- Self-aware. This is the final stage of AI development which currently exists only hypothetically. Self-aware AI, which, self explanatorily, is an AI that has evolved to be so akin to the human brain that it has developed self-awareness.
Sep 14, 2023 · Limited memory AI is far and away the most commonly used form of artificial intelligence today, particularly due to its use in software products such as ChatGPT. Reactive machines are also quite popular as well, such as in your email spam filter. 5. Wrap up and further reading.
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Jun 28, 2024 · Table of Contents 1. Introduction: The AI Revolution and Its Categories 2. Narrow AI: The Workhorses of Today's Technology 3. General AI: The Holy Grail of Artificial Intelligence 4. Superintelligent AI: Beyond Human Comprehension 5. Comparing the Three Types of AI: A Comprehensive Analysis 6. The Interplay Between AI Types: Bridging the Gaps 7.
