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Intelligence in Technology
Adam Kučera Academic Presentation for Master's and Doctor's Degree
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Outline Artificial intelligence in: Culture
Information & Computer science Consumer electronics Buildings
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Motivation Intelligent building Artificial intelligence
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Artificial Intelligence in Culture
A robot may not injure a human being or, through inaction, allow a human being to come to harm. A robot must obey the orders given to it by human beings, except where such orders would conflict with the First Law. A robot may not injure its own kind and defend its own kind unless it is interfering with the first or second rule.
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AI in Information Science
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AI in Information Science
Also: Computational Intelligence, Machine Learning, Data Mining No direct relation to the robotics Computers: Follow a strictly defined list of instructions (a program) Are not self-aware Have no will Cannot decide by themselves Artificial intelligence: Self-learning Strictly defined programs Some of the parameters are unknown The computer learns them from samples
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Intelligence in electronics
Smart TV Intelligent fridge
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Intelligent buildings
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Intelligent buildings
Cooperation of devices in building Computer network Impossible to heat and cool at the same time Using the system Remote control and monitoring Alarming Archiving
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Summary & Conclusion The word „Artificial Intelligence“ in: Culture:
Self-aware Free will Ethics, Morals, Emotions Information science: Self-learning algorithms Electronics: Equipped with computer Connected to the network
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Thank you for your attention.
Questions?
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Machine learning principles
Example: Digit recognition from handwriting The computer learns needed parameters: The human provides sample data with correct answers The computer selects the best possible (most successful) parameter values The computer uses the parameters for future recognition [ ] × ??? = ... = 6
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