What is AI? Explain its working?

Asked 13-Jul-2022
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AI usually refers to finding the solutions to problems through computer systems and advanced technologies that usually require human intelligence. It is concerned with carrying out complex activities through computer systems.

What is AI? Explain its working?

Some common examples of AI could be Alexa, Siri, Robo-advisors, and many more.

Hereby listed are the 4 main types of Artificial Intelligence (AI):

  1. Reactive Machines: A reactive machine implies that it is designed with a perspective of just fulfilling some specific duties and is not able to store any memory or perform multiple tasks. 
  2. Limited Memory: Limited Memory implies fulfilling greater responsibilities than Reactive Machines and it refers to storing previous data which can be used later for future predictions.
  3. Theory Of Mind: This concept is rather more theoretical. It refers to understanding people's minds and the decisions they can take to make decisions of their own.
  4. Self-Awareness: Self Awareness depends on human researchers to first understand the consciousness and then be able to learn to replicate them effectively using machines.

How Does Artificial Intelligence work?

As soon as the mathematician Alan Turing changed history for the first time by breaking the Nazi encryption machine Enigma and helping the Allied Forces to win world war 2, he again changed history by raising one simple question,' Can machines think?'

This question itself marked the entry of Artificial Intelligence. And then, different approaches were taken into consideration for AI rising in the tech industry.

The authors Stuart Russell and Peter Norvig identified 4 different approaches that defined the meaning of AI.

Hereby listed are the 4 approaches:

  1. Rational Thinking
  2. Human-based Thinking
  3. Being Human
  4. Being Rational

Generally, Artificial Intelligence lies between two broad categories:

  • Narrow AI: It refers to using artificial intelligence that is limited to an extent and can perform a single task and is considered one of the most basic artificial intelligence.
  • Artificial General Intelligence (AGI): It refers to artificial intelligence which is much stronger in terms of solving any problem and is considered one of the most advanced versions in replication of human intelligence.

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What is AI? Explain its working?

ARTIFICIAL INTELLIGENCE

AI or Artificial Intelligence is a technology that enables machines to learn from the previous experience in the same manner as humans, adjust to new inputs and perform various tasks. In modern times you will hear about AI in almost every technology-related thing you come across, be it AI-enabled computers playing chess or AI-enabled self-driving cars. Artificial intelligence technology relies heavily on other techniques like deep learning and natural language processing.

Using these techniques, computers can be trained to do specific tasks by processing large amounts of data and identifying patterns.
ARTIFICIAL INTELLIGENCE- WORKING:
Chiefly Artificial Intelligence works using the following technologies:

1.  Machine Learning: Machine learning automates analytical model building.
2.  A Neural Network: It is a kind of machine learning that consists of interrelated units that process information by answering external inputs and transmitting information among each department.
3. Deep Learning: It uses a vast network of neural networks consisting of many layers of processing units. This technique makes the machines understand complex patterns in a large amount of data.
4.   Computer Vision: It is a technique that entirely relies on pattern recognition and deep learning techniques to find out what is present in a picture or video.
5.   Natural Language Processing: Computers can examine, understand and produce human language. The next stage of Natural Language Processing is called natural language interaction; humans can communicate with computers in everyday language to make them perform tasks.