Overview
Explore the inner workings of artificial intelligence in this informative 15-minute video. Delve into the fundamentals of neural networks, understanding their structure and function through simple mathematical equations. Learn how these networks are trained, including the introduction of nonlinearity through activation functions. Discover the concept of "hidden layers" and why they're considered a black box in AI systems. Examine the potential implications of AI technology, addressing common misconceptions about AI consciousness while highlighting real concerns regarding job displacement. Gain valuable insights into the core principles driving modern AI systems and their impact on society.
Syllabus
What this video is about
What is a neural network?
How do neural networks work?
How nonlinearity is built into neural networks
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How Artificial intelligence can be "scary"
What is the real threat of AI?
Taught by
Arvin Ash