📹 This is a really great AI lecture
Hello! I'm Anatoly Buzinsky, the lead editor at Hi, AI!
I listen to many AI talks; this is the top one. It's clear and straightforward. It covers machine learning, neural networks, generative AI, why hallucinations happen, why ChatGPT isn't conscious, the big changes in GPT models, different AI types, and where all this is heading. And, of course, a great English sense of humor!
Michael Wooldridge is Director of Foundational AI Research and Turing AI World-Leading Researcher Fellow at The Alan Turing Institute. His work focuses on multi-agent systems and developing techniques for understanding the dynamics of multi-agent systems. His research draws on ideas from game theory, logic, computational complexity, and agent-based modeling. He has been an AI researcher for over 30 years and has published over 400 scientific articles.
His lecture "What's the future for generative AI?" was given at the Alan Turing Institute. It happened on December 6, 2023, at the Royal Institution of Great Britain, as part of one of the prestigious Discourses series. It's part of a famous lecture series since 1825, started by Michael Faraday.
Michael Wooldridge thinks the most important AI paper of the 21st century is "Attention Is All You Need" from 2017. It introduced a new way for computers to learn called Transformer. This idea changed how machines learn languages.
🎯 Video Navigation
00:00 What is machine learning?
05:54 How do neural networks work?
12:49 How Silicon Valley money created Big AI
14:50 The birth of Transformer Architecture
16:06 How was GPT-3 trained and created?
22:12 A massive step change in AI
25:45 How GPT-3 passed the 90s AI reasoning test
28:40 How has AI learned things it wasn't taught?
31:07 Chat GPT and how NOT to use it
32:26 Why do LLMs get things wrong so often?
35:29 The problems of bias and toxicity
39:12 Copyright issues with LLMs
42:23 Interpolation vs Extrapolation
45:44 Is this the dawn of General AI?
49:19 The different varieties of General AI
54:01 What actually is human general intelligence?
56:07 Is machine consciousness possible?
It's a 60-minute lecture in English. You can turn on subtitles in other languages.
Watch it here
https://www.youtube.com/watch?v=b76gsOSkHB4
#mustsee @hiaimediaen
