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Principles of Artificial Intelligence

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  1. Introduction
    8 Topics
    |
    1 Quiz
  2. Core concepts of Artificial Intelligence
    15 Topics
  3. Important Questions on AI Principles
    14 Topics
  4. Glossary of Key AI Terms
  5. Recommended literature on Principles of AI
  6. References on Principles of AI
  7. Tools for Demonstrating AI Concepts
    11 Topics
Lesson 1, Topic 4
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Definition of Intelligence

Zoltán 24/04/2025
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Definition of Intelligence

Intelligence is the ability to acquire, understand, and apply knowledge and skills to solve problems, adapt to new situations, reason, and make decisions.

Key Aspects of Intelligence

  1. Learning – The ability to acquire and retain knowledge from experience.
  2. Reasoning & Problem-Solving – Applying logic and strategies to solve problems.
  3. Adaptability – Adjusting to new situations and environments.
  4. Memory – Storing and retrieving information when needed.
  5. Creativity – Generating novel ideas and solutions.
  6. Social Intelligence – Understanding and interacting with others.
  7. Self-Awareness – Recognizing one’s own thoughts and emotions (in humans and potentially in advanced AI).

Types of Intelligence

  • Human Intelligence: Cognitive abilities in reasoning, learning, and problem-solving.
  • Artificial Intelligence: Machine-based intelligence designed to mimic cognitive functions.
  • Emotional Intelligence (EQ): The ability to understand and manage emotions.
  • Multiple Intelligences (Howard Gardner’s Theory): Includes logical-mathematical, linguistic, spatial, musical, bodily-kinesthetic, interpersonal, intrapersonal, and naturalistic intelligence.

Comparison: Human vs. Artificial Intelligence

Feature Human Intelligence Artificial Intelligence
Learning Experience-based (general) Data-driven (task-specific)
Creativity High, innovative thinking Limited (emulates patterns)
Adaptability Quick generalization Requires retraining
Emotion & Self-Awareness Yes No (yet)
Processing Speed Slower (biological limits) Faster (for computations)

Definitions of Intelligence

  • American Psychological Association (APA) Dictionary of Psychology: Defines intelligence as “the ability to derive information, learn from experience, adapt to the environment, understand, and correctly utilize thought and reason.”dictionary.apa.org

  • Britannica: Describes human intelligence as “the mental quality that consists of the abilities to learn from experience, adapt to new situations, understand and handle abstract concepts, and use knowledge to manipulate one’s environment.”Encyclopædia Britannica

  • Verywell Mind: Highlights that intelligence involves mental abilities such as logic, reasoning, problem-solving, and planning.verywellmind.com