Types Of Artificial Intelligence Training Ppt

Slide 1

This slide lists the types of Artificial Intelligence. There are primarily two categories of AI depending on functionality and capabilities. 

Slide 2

This slide illustrates that functional categorization classifies AI based on its resemblance to the human mind and its ability to think and feel like humans. The functional types of AI are:

Instructor Notes:

• Limited Theory: This sort of AI has memory capabilities, allowing it to use prior information/experience to make better future judgments. Most applications that we encounter today, fit into this category. These AI applications may be taught by storing a considerable amount of training data in their memory in a reference model
• Reactive Machines: These are the most basic and ancient form of Artificial Intelligence. These simulate a human's capacity to respond to many types of inputs. Because this sort of AI lacks memory power, it cannot access previously acquired information/experience to get better results
• Theory of mind: With little to no presence in our daily life, this kind of AI is primarily at the "Work in Progress" stage, and is restricted to research labs. Once created, these types of AI will have a thorough understanding of human brains, including their wants, preferences, emotions, mental processes, and so on. The AI will change its response based on its comprehension of the human brain and its whims
• Self-aware AI: It is the last stage in the evolution of AI. Its existence is speculative and can only be discovered in science fiction films. These kinds of AI can comprehend and elicit human emotions and feelings. These types of AI are decades, if not centuries away from becoming a reality. This is the type of AI that sceptics like Elon Musk are concerned about. Once an AI becomes self-aware, it can enter self-preservation mode; it may view humanity as a possible threat and may directly or indirectly pursue efforts to terminate our race

Slide 3

This slide demonstrates that the second categorization method is more common in the IT business, and is based on capabilities of AI against human intelligence.

Instructor Notes:

• ANI is the foremost level of AI that we have achieved to date
• AGI stands for Artificial General Intelligence, sometimes known as human-level AI
• ASI is an Artificial Super Intelligence that is sharper than the world's brightest people's combined intellect in every discipline

Slide 4

This slide depicts that artificial narrow intelligence encompasses an AI system that, like humans, can execute specified particular activities. However, because these robots cannot complete jobs for which they were not previously designed, they fail to perform an ‘unprecedented’ task. 

Slide 5

This slide showcases that artificial general intelligence can train, learn, understand, and perform functions as humans do. These systems will have multi-functional capabilities that span disciplines, and these systems will be more agile, reacting and improvising like people in the face of unforeseen events.

Slide 6

This slide illustrates that Artificial Super Intelligence (AI) will be the most powerful kind of intelligence ever to exist on Earth. It far-improved data processing, memory, and decision-making abilities will mean that it will be better than humans in all tasks. Some experts are concerned that the introduction of ASI will lead to Technological Singularity.

Instructor Notes: 

Technological Singularity: It is a speculative scenario in which technological advancement reaches an uncontrollable point, leading to unimaginable changes in human civilization.