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Blog Inauguration By : Prof. N. L. Vijaykumar, INPE - Brazil

CSE

 ARTIFICIAL INTELLIGENCE

Artificial Intelligence (AI) is a field of computer science and engineering that focuses on creating intelligent machines that can perform tasks that typically require human intelligence, such as recognizing speech, understanding natural language, making decisions, and solving problems. The goal of AI is to create systems that can operate autonomously, learn from experience, and improve their performance over time.



AI systems can be trained using algorithms and data to make predictions, identify patterns, and make decisions. AI has a wide range of applications, from automating routine tasks in industries such as healthcare, finance, and transportation, to creating new and innovative products and services. AI models are a combination of Machine learning and Deep learning and are trained on large data sets to enable them to make intelligent decisions.


 


The development of AI involves interdisciplinary fields such as computer science, mathematics, psychology, and engineering, and continues to be an area of active research and development. While AI has the potential to greatly benefit society, it also raises ethical and social concerns, such as the potential for job loss, privacy violations, and bias. As AI continues to advance, it is important to consider and address these concerns to ensure that the technology is used in responsible and ethical ways.


 

There are different approaches to building AI systems, including rule-based systems, decision trees, artificial neural networks, and deep learning. AI systems can be classified into four categories: Reactive Machines, Limited Memory, Theory of Mind, and Self-Aware.


  

Reactive machines are the simplest type of AI system and can only respond to the current situation. Limited memory systems have a limited memory and can use past experiences to inform future decisions. Theory of mind systems have a basic understanding of mental states and can predict how others will behave. Self-aware systems have a sense of self and consciousness.

EVOLUTION OF ARTIFICIAL INTELLIGENCE :-

                        PERL→A*→ART→LISP→CREL→BI→CPA→AI

AI has the potential to revolutionize many aspects of our lives, but it also raises ethical and privacy concerns.AI is rapidly growing field that holds a lot of promise, but it also requires careful consideration of its impact and appropriate regulations to ensure that it is used in ways that are safe, ethical, and fair.


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