Chapter 13 Emerging Technology + end chapters Flashcards
What does emerging technology include?
New technology and technology that is continuously evolving
When were the firsts articles about AI?
1950
For what usage was the term AI first used?
For math problems
What is the current behavior of AI machines?
Mimic human behavior to perform tasks
What are the 2 things machines that include AI are able to do?
1)analyze data
2)Make decisions
What do regular machines do?
Execute series of commands
What is AI created through?
Algorithms
What are the 2 bases to classify AI?
1)Ability
2)Functionality
What are the 3 types of AI based on ability?
1)Narrow AI
2)General AI
3)Super AI
What is Narrow AI?
Weak AI refer to computer ability to perform single task well
What is General AI?
Strong AI that mimic human intelligence and can apply learnings across different tasks
What is Super AI?
Form of supernatural AI that exceeds humans
What are the 4 types of AI based on functionality?
1)Reactive machines
2)Limited memory
3)Theory of mind
4)Selfaware
What are reactive machines?
AI that conduct tasks for specific obj
What is limited memory?
Ability of AI to use past experience#info to make predictions
What is the Theory of MInd?
AI with awareness that others have own beliefs, objectives (emotions)
What is machine learning?
technology in which computer is able to solve problems using data
What is deep learning?
Subset of machine learning; when computers are able to solve more complex problems
What does machine learning lead AI to do ? (2)
1)Find patterns
2)Make decisions automatically
What are the 3 categories of AI learning?
1)Supervised learning
2)Unsupervised learning
3)Reinforcement learning
What is supervised learning?
Data labelled/categorized into groups by people. Algorithms are used to classify data based on labels
What is unsupervised learning?
Machine given unlabelled data and must find connections throught analysis
What is reinforcement learning?
Trial and error. Learn from mistakes and improves
What can the deep learning model so ? (2)
1)extract features
2)Classify data itself