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Artificial Intelligence
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= Artificial Intelligence = '''Artificial Intelligence (AI)''' is a branch of computer science that aims to create systems or machines that exhibit behavior typically requiring human intelligence. These behaviors include learning, reasoning, problem-solving, perception, language understanding, and decision-making. == Overview == Artificial Intelligence involves the design and development of algorithms that allow computers and software to perform tasks that would normally require human cognition. AI systems simulate aspects of human intelligence by using logic, rules, and increasingly, data-driven approaches. == History == The term "Artificial Intelligence" was coined in 1956 by [[John McCarthy (computer scientist)|John McCarthy]] during the Dartmouth Conference, which is considered the birth of AI as a field. Early AI research focused on symbolic reasoning and problem-solving. In the 1980s, expert systems were developed. The 2000s onward saw a resurgence of AI interest due to advances in [[Machine Learning]] and [[Deep Learning]]. == Types of Artificial Intelligence == === Narrow AI (Weak AI) === Narrow AI is designed for a specific task and operates under a limited set of constraints. It does not possess consciousness or general intelligence. * Example: Virtual assistants like Siri or Alexa, facial recognition software === General AI (Strong AI) === General AI refers to a theoretical system that can perform any intellectual task a human can. It would possess the ability to reason, learn, and apply knowledge across diverse domains. * Example: Still theoretical and under research === Artificial Superintelligence (ASI) === Artificial Superintelligence is a hypothetical future form of AI that surpasses human intelligence in all respects—creativity, general wisdom, and problem-solving. * Example: Concept discussed in AI ethics and future scenarios == Key Areas of AI == * '''Machine Learning''': Algorithms that enable systems to learn from data. See [[Machine Learning]]. * '''Natural Language Processing (NLP)''': Enables machines to understand and generate human language. * '''Computer Vision''': Allows computers to interpret visual information. * '''Robotics''': Combines AI with mechanical engineering to develop intelligent machines. * '''Expert Systems''': Use knowledge and inference rules to simulate expert-level decision-making. == Applications == * '''Healthcare''': Diagnostic systems, personalized medicine * '''Finance''': Fraud detection, algorithmic trading * '''Transportation''': Self-driving vehicles * '''Entertainment''': Content recommendations, AI-generated art * '''Education''': Intelligent tutoring systems * '''Customer service''': Chatbots and virtual assistants == Advantages of AI == * Automation of repetitive tasks * Enhanced decision-making * Ability to process large volumes of data * Improved efficiency and accuracy == Challenges and Ethical Concerns == * '''Bias and fairness''': AI systems may inherit biases from training data. * '''Job displacement''': Automation may impact employment. * '''Privacy''': Data collection and usage raise privacy concerns. * '''Autonomy and control''': Risk of loss of human control over autonomous systems. * '''Transparency''': Understanding and interpreting complex AI models is difficult. == Future of AI == The future of AI includes further integration into everyday life, advances in [[General AI]], and developments in ethical AI frameworks. Research continues into making AI more robust, interpretable, and aligned with human values. == See Also == * [[Machine Learning]] * [[Deep Learning]] * [[Natural Language Processing]] * [[Artificial General Intelligence]] * [[Ethics of Artificial Intelligence]] == References == <references /> [[Category:Artificial Intelligence]] [[Category:Computer Science]] [[Category:Emerging Technologies]]
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