Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
Introduction
00:00 • 3min
The Future of Language Models
03:12 • 3min
The Importance of Language Models in Engineering Applications
05:50 • 2min
The Frustration of Large Language Model Public Excitement
07:33 • 2min
The Importance of Evaluating Large Language Models
09:32 • 2min
The Importance of Usability in Programming
11:46 • 3min
How to Train a Machine Learning System
14:35 • 4min
The Importance of Knowing the Training Data
18:13 • 3min
The Legal Status of the Data Model and the Training Process
21:01 • 2min
How to Overanthropomorphize a Language Model
22:40 • 3min
How to Create a Chatbot That's Having a Conversation With You
25:19 • 5min
The Importance of Artificial Intelligence in Search
30:35 • 3min
The Importance of Word Vectors in Natural Language Processing
33:18 • 2min
How Chatbots Are Trained to Be More Polite and Kind
35:20 • 4min
The Importance of Common-Sense Reasoning in Automating Work
39:49 • 2min
The Future of AI Language Models
41:23 • 2min
The Impact of AI on the Human Society
43:14 • 2min
The Impact of AI on the Publishing Industry
45:37 • 2min
The Future of Language Models
47:57 • 2min
The Problem With Scientific Training Data
49:53 • 3min
The Advancement of Deep Learning in Machine Learning
53:00 • 3min
The Different Mechanisms by Which Deep Learning Can Make Good Predictions
56:10 • 2min
The Problem With AGI as a Tongue
57:49 • 2min
How to Beat a Machine Learning System That Plays Go
59:23 • 4min
How to Teach a Strategy to Poke Hole
01:03:49 • 3min
The Future of Technology
01:06:20 • 3min
The Politics of Change
01:09:46 • 2min