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The Technological Elements Of Artificial Intelligence.pdf

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Preview of The Technological Elements of Artificial Intelligence
🔗 Source: nber.org
📊 Size: 1.17 MB
👤 Author: Ajay K. Agrawal and Joshua Gans and Avi Goldfarb (Editors)
⬇️ Downloads: 365

Summary

The chapter "The Technological Elements of Artificial Intelligence" by Matt Taddy discusses the components of artificial intelligence (AI) and how they fit together. AI is broken down into three essential pieces: ingesting human-level knowledge, automating and accelerating tasks, and using machine learning (ML) routines to detect patterns and make predictions. The author separates ML from AI, noting that ML is limited to predicting a future that looks like the past, while AI solves complex problems by breaking them down into simple prediction tasks that can be attacked by ML algorithms. The chapter uses examples, such as a Microsoft-owned company's AI system that plays Ms. Pac-Man, to illustrate how AI systems work by combining multiple ML tasks to achieve a complex goal.

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Description

The chapter "The Technological Elements of Artificial Intelligence" by Matt Taddy discusses the components of artificial intelligence (AI) and how they fit...

Technical Information

  • File Format: PDF
  • File Size: 1.17 MB
  • Pages: 28
  • Language: EN
  • Author: Ajay K. Agrawal and Joshua Gans and Avi Goldfarb (Editors)
  • Total Downloads: 365
  • Last Updated: 1 week ago

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