Juergen Schmidhuber: Godel Machines, Meta-Learning, and LSTMs

Lex Fridman Podcast

Lex Fridman

Philosophy, Society & Culture, Science, Technology

4.7 • 13K Ratings

🗓️ 23 December 2018

⏱️ 80 minutes

🔗️ Recording | iTunes | RSS

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Summary

Juergen Schmidhuber is the co-creator of long short-term memory networks (LSTMs) which are used in billions of devices today for speech recognition, translation, and much more. Over 30 years, he has proposed a lot of interesting, out-of-the-box ideas in artificial intelligence including a formal theory of creativity. Video version is available on YouTube. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, or YouTube where you can watch the video versions of these conversations.

Transcript

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0:00.0	The following is a conversation with Jürgen Schmitt-Huber.
0:03.4	He's the co-director of its CSWISAI lab
0:06.3	and a co-creator of long-sure term memory networks.
0:10.3	LSTMs are used in billions of devices today
0:13.6	for speech recognition, translation, and much more.
0:17.4	Over 30 years, he has proposed a lot of interesting
0:20.8	out-of-the-box ideas, a meta-learning,
0:23.4	adversarial networks, computer vision,
0:25.9	and even a formal theory of, quote,
0:28.7	creativity, curiosity, and fun.
0:32.3	This conversation is part of the MIT course
0:34.9	on Artificial General Intelligence
0:36.6	and the Artificial Intelligence Podcast.
0:38.8	If you enjoy it, subscribe by YouTube, iTunes,
0:41.9	or simply connect with me on Twitter
0:43.9	at Lex Friedman spelled F-R-I-D.
0:47.2	And now, here's my conversation with Jürgen Schmitt-Huber.
0:52.4	["The Great Walls of Life"]
1:09.0	Early on, you dreamed of AI systems
1:11.5	that self-improve recursively.
1:14.8	When was that dream born?
1:17.6	When I was a baby?
	...

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