The First Principles of AI cover art

The First Principles of AI

The First Principles of AI

Listen for free

View show details

About this listen

留言告訴我你對這一集的想法： https://open.firstory.me/user/clykzs1hf0261012w9m5qho0z/comments
In this episode, we explore the concept of first principles and their significance in the field of AI. Join us as we delve into the foundational elements that drive AI development and innovation.

IN THIS EPISODE YOU‘LL LEARN：
00:00 - Introduction
01:20 - What Are First Principles?

  • What are first principles, and how do they differ from other approaches?
  • Why did Aristotle introduce the concept of first principles in philosophy?

05:48 - Do First Principles Exist in AI?

  • AI Development Phases
  • Symbolic AI vs. Neural Networks
  • Inductive vs. Deductive Reasoning in AI
  • Gödel’s Incompleteness Theorems

10:14 - What Are the First Principles of AI?

  • What is the Principle of Least Action?
  • Why Can the Principle of Least Action Be Viewed as AI's First Principle?

13:46 - What Can We Learn from This?

  • The Power of First Principles Thinking
  • Importance of Optimization
  • Embracing Adaptability
  • Balancing Completeness and Consistency


Thank you for listening! This is Seven from China.
Let’s keep learning and sharing. See you in the next episode!



Powered by Firstory Hosting

What listeners say about The First Principles of AI

Average Customer Ratings

Reviews - Please select the tabs below to change the source of reviews.

Audible.com.au reviews

Amazon Reviews
No Reviews are Available
In the spirit of reconciliation, Audible acknowledges the Traditional Custodians of country throughout Australia and their connections to land, sea and community. We pay our respect to their elders past and present and extend that respect to all Aboriginal and Torres Strait Islander peoples today.