Intelligence in Technology Adam Kučera Academic Presentation for Master's and Doctor's Degree

Outline Artificial intelligence in: Culture Information & Computer science Consumer electronics Buildings

Motivation Intelligent building Artificial intelligence

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.

AI in Information Science

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

Intelligence in electronics Smart TV Intelligent fridge

Intelligent buildings

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

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

Thank you for your attention. Questions?

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 https://www.coursera.org/course/ml [0 123 255 5 124 64 ...] × ??? = ... = 6