Podcast
Questions and Answers
Which of the following events did NOT occur in the history of artificial intelligence during the 1950s?
Which of the following events did NOT occur in the history of artificial intelligence during the 1950s?
What significant AI concept was coined at the Dartmouth Conference?
What significant AI concept was coined at the Dartmouth Conference?
Which AI breakthrough was demonstrated by Deep Blue in 1997?
Which AI breakthrough was demonstrated by Deep Blue in 1997?
Who popularized the backpropagation method for training neural networks?
Who popularized the backpropagation method for training neural networks?
Signup and view all the answers
Which programming language was specifically created for logic programming in 1972?
Which programming language was specifically created for logic programming in 1972?
Signup and view all the answers
Which of the following is NOT a task that artificial intelligence systems aim to mimic?
Which of the following is NOT a task that artificial intelligence systems aim to mimic?
Signup and view all the answers
Which neural network type was demonstrated to learn and process information in a new way by John Hopfield in 1982?
Which neural network type was demonstrated to learn and process information in a new way by John Hopfield in 1982?
Signup and view all the answers
Which event in the history of AI involved the recognition of handwritten characters?
Which event in the history of AI involved the recognition of handwritten characters?
Signup and view all the answers
What significant event happened in 2012 that impacted the field of computer vision?
What significant event happened in 2012 that impacted the field of computer vision?
Signup and view all the answers
Which field of AI primarily involves the design of systems for decision-making support?
Which field of AI primarily involves the design of systems for decision-making support?
Signup and view all the answers
What ethical issue in AI deals with ensuring technology is developed and applied in a fair manner?
What ethical issue in AI deals with ensuring technology is developed and applied in a fair manner?
Signup and view all the answers
Which AI subfield is primarily concerned with the manipulation and recognition of visual information?
Which AI subfield is primarily concerned with the manipulation and recognition of visual information?
Signup and view all the answers
Which advancement in AI was demonstrated when AlphaGo defeated the Go champion Ke Jie?
Which advancement in AI was demonstrated when AlphaGo defeated the Go champion Ke Jie?
Signup and view all the answers
What does the term 'value alignment' in AI ethics refer to?
What does the term 'value alignment' in AI ethics refer to?
Signup and view all the answers
In what year was the influential paper 'Attention is All You Need' published?
In what year was the influential paper 'Attention is All You Need' published?
Signup and view all the answers
Which of the following is NOT a sub-field of artificial intelligence?
Which of the following is NOT a sub-field of artificial intelligence?
Signup and view all the answers
Study Notes
Artificial Intelligence - Overview
- Presented by Emmanuel Ali (PhD)
- October 7, 2024
- 1st Semester
Outline
- Introduction to AI
- Search Algorithms
- Evolutionary Algorithms
- Knowledge representation and inference
- Machine Learning Fundamentals
Introduction to Artificial Intelligence
- AI is a concept enabling machines to exhibit human-like intelligence.
- This involves creating algorithms and programs to handle complex and simple tasks.
- AI aims to mimic human cognitive functions, improving performance through learning and adaptation.
- AI systems handle problem-solving, learning, reasoning, understanding natural language, and pattern recognition.
History of Artificial Intelligence
- 1950: Turing test introduced as a measure of intelligence.
- 1955: Newell and Simon created the Logic Theorist.
- 1956: Dartmouth Conference coined the term "Artificial Intelligence."
- 1958: Rosenblatt introduced the perceptron (early neural network).
- 1966: ELIZA, the first chatbot, developed by Joseph Weizenbaum.
- 1972: Prolog, a logic programming language, was created.
- 1980: XCON for Digital Equipment Corporation.
- 1982: Hopfield neural network.
- 1989: LeCun, Bengio, and Haffner demonstrated CNNs (convolutional neural networks).
- 1997: Deep Blue beat Garry Kasparov.
- 2005: Stanford team won the DARPA Grand Challenge.
- 2012: AlexNet and ImageNet challenge.
- 2017: Transformers and AlphaGo.
- 2019: Advancements in Generative Pre-trained Transformer (GPT) language models.
Subfields of AI
- Cognitive Science & Brain Understanding: Brain modeling
- Evolutionary Computation: Genetic algorithms, genetic programming
- Perception & Vision: Object recognition, image understanding
- Robotics: Intelligent control, autonomous exploration
- Expert Systems: Decision support systems, teaching systems
- Speech Processing: Speech recognition, production
- Natural Language Processing: Machine translation
- Planning & Decision Making: Scheduling, game playing
- Machine Learning: Decision tree learning, version space learning, time series prediction, classification
Ethics in AI
- AI ethics aims to minimize risks and achieve optimal outcomes.
- Key issues encompass data responsibility/privacy, moral agency/value alignment, fairness, explainability, robustness, transparency, environmental sustainability, inclusion, accountability, trust, and technological misuse.
Studying That Suits You
Use AI to generate personalized quizzes and flashcards to suit your learning preferences.
Related Documents
Description
Explore the foundational concepts of Artificial Intelligence in this quiz, covering topics such as search algorithms, evolutionary algorithms, and machine learning fundamentals. Discover the history and evolution of AI from its inception to its modern applications, and test your understanding of its key principles.
