How Artificial Intelligence Works Explained

Описание: Discover the comprehensive world of Artificial Intelligence through the lens of the definitive text, "A Modern Approach" by Stuart Russell and Peter Norvig. This video provides a deep dive into the foundational ideas that have emerged over the past fifty years of AI research. We explore the central unifying theme of the intelligent agent—the study of systems that receive percepts from the environment and perform rational actions.
We trace the history of AI from its gestation in 1943 to its official birth at the 1956 Dartmouth workshop, through the "AI Winters" and into the modern era of very large data sets. The curriculum covers critical subfields including Natural Language Processing, Computer Vision, Machine Learning, and Robotics. You will learn how AI is not just about mimicking human behavior, but about the mathematically defined goal of rationality—doing the right thing given what the agent knows.
We also examine state-of-the-art applications currently embedded in our infrastructure, from autonomous vehicles like STANLEY and NASA’s Remote Agent program to everyday technology like spam filters and speech recognition systems. Finally, we address the philosophical foundations and the potential risks of achieving human-level AI.
Whether you are a student of computer science or a tech enthusiast, this video synthesizes what is known into a common framework for understanding the "science of the artificial".
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