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The Role of Knowledge-Based Systems in Artificial Intelligence

 Artificial Intelligence (AI) has made tremendous progress over the past decades, from rule-based systems to powerful machine learning systems. Along the way, Knowledge-Based Systems have led the way in embedding human knowledge into computer systems. Knowledge-based Systems try to mimic the decision-making powers of human experts, providing solutions across different fields, from healthcare to finance. Understanding Knowledge-Based Systems A knowledge-based system is a computer application that uses a knowledge-based regarding a particular subject to address complex problems. Unlike conventional programs that use a sequence of instructions, knowledge-based systems use a knowledge base and an inference engine to mimic human thought processes. Knowledge Base : It contains the domain-specific facts, rules, and heuristics. Inference Engine: Uses logical rules on the knowledge base to derive new information or make decisions. The structure enables a knowledge-bas...

How AI Agents Are Changing Technology and Daily Life

 Artificial Intelligence (AI) has developed rapidly from basic automation tools to highly advanced systems that can learn and make decisions. Leading these advancements are AI Agents, which are independent entities that can learn from their environment, decide, and act upon those decisions to accomplish certain goals. As such,h agents become more deeply embedded across different industries, it is necessary to know their capabilities, uses, and implications. AI agents are a great step ahead of how computers interact with the world. Not only are they programmed to follow instructions, but they also observe, learn, change, and act independently in a way that simulates human choice. Whether it’s a virtual assistant answering your questions, a warehouse robot moving through floors, or a virtual teacher teaching lessons for students, AI agents are the 21st century’s invisible workforce. What is so interesting about AI agents is their capacity to execute tasks independently towards ce...

How AI Is Changing Society: A Deep Dive into the Future

  Artificial Intelligence (AI) is not just a figment of your favourite sci-fi movie; it is here to stay, and an inseparable part of our lives and environment. AI Technologies are being implemented in many aspects of human life, from virtual assistants to predictive algorithms. AI is set to revolutionize how we live and work, and as we find ourselves on the brink of this venture, we must ask ourselves one simple question: how does this affect society? Artificial Intelligence Everywhere in Our Daily Lives AI permeates daily life in deep ways. It is used for facial recognition and voice commands in smartphones. Streaming services tell us what to watch based on viewing patterns; navigation apps calculate the best routes in real-time. In the health sector, AI is used for diagnosing diseases and developing individualized treatment plans. These applications show how AI has the potential to improve efficiency and convenience. As ubiquitous as all of this is, there are also questions...

From Turing to Today: The Story of Artificial Intelligence

 Artificial Intelligence is not the same as it looks today, it took many years to bring the AI to this shape as it sees today, and many researchers, scientists, and mathematicians play vital roles in developing AI to the position where it is now. AI utilizes many previous scientific inventions not identified here because AI as a science has only existed since the middle of the 20th century. The information below provides examples of key milestones and major trends in AI. Learn more about the basics of AI in our comprehensive guide: Introduction to AI . 1931: In 1931, an Austrian mathematician, Kurt Gödel, demonstrated that in first-order predicate logic, every true statement can be derived. When it comes to higher-order logic, on the other hand, there are true statements that can not be derived. 1937: In 1937, Alan Turing, an English Mathematician and Computer scientist, pointed out the limits of intelligent machines with the halting problem. 1943: In 1943, McCulloc...

Artificial Intelligence 101: Understanding the Basics

Do you know how human brains work? Have you ever wondered if animals also have a brain but can’t make decisions like humans? Why so? Humans do all this with the help of intelligence, so when a human puts intelligence into a machine, it is called artificial intelligence. The term artificial intelligence was first coined decades ago in 1956 by John McCarthy at the Dartmouth Conference. he defined artificial intelligence as “Artificial Intelligence is the science and engineering of making intelligent machines”. AI is the technique of getting machines to work just like humans. These machines are artificially incorporated with human-like intelligence to perform tasks as we do. This intelligence is built using complex algorithms and functions. The practical applications of AI include healthcare, robotics, business analytics, and marketing. AI has become so general that we don’t realize we use it in our daily lives, including smartphones, vehicles, social media, games, banking, and many...