Assertion Supported AI assessment confidence: 95% certainty 4/5 debate potential 1/5

Shanahan: AlphaGo's Move 37 revolutionized top-level Go strategy

Murray Shanahan · Ex Machina's Scientific Advisor - Murray Shanahan · Y Combinator · Jun 28, 2017 · at 9:27

DeepMind researcher Murray Shanahan discusses the impact of DeepMind's AlphaGo on human grandmasters following Garry Kasparov's talk on chess computers.

0:00 / 0:44exact quote · 44.1s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“So we've already seen that with our, with AlphaGo in the match with Lee Sedol. So as you probably know, there was a famous move in the second match against Lee Sedol, move 37, where all the commentators, all these sort of nine Dan masters were saying, saying, oh, this is a mistake. What's, what's AlphaGo doing? And this is very strange. And then they sort of gradually I came to realize that this was a sort of revolutionary kind of tactic to put the stone in that particular rank in that particular time in the game. And since then the top Go players have been exploring this kind of play about moving into that sort of territory of when the conventional wisdom was that you shouldn't.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Murray Shanahan

Prediction Not checkable as stated
Shanahan: Supercomputers will reach human brain scale computing within two years
“Well, depending on how you calculate it, we're pretty close to human brain scale computing already in the world's fastest supercomputers. And we will get there within the next couple of years.”
Murray Shanahan Jun 28, 2017 ▶ 36:04 Ex Machina's Scientific Advisor - Murray Shanahan · Y Combinator
Insight
Shanahan: Physical embodiment is the origin of human intelligence
“No doubt when it comes to human intelligence and human consciousness Our physical embodiment is a huge part of that. It's in, it's where our intelligence originates from because what we, what our brains are really here to do is to help us to navigate and manip…”
Murray Shanahan Jun 28, 2017 ▶ 12:26 Ex Machina's Scientific Advisor - Murray Shanahan · Y Combinator
Opinion
DeepMind's DQN is arguably one of the first artificial general intelligences
“To my mind, DQN is in a sense, one of the very first general intelligences because it learns completely from scratch. You can throw A whole variety of problems at it, and it, you know, it doesn't always do that well, but in many cases it does pretty well.”
Murray Shanahan Jun 28, 2017 ▶ 45:11 Ex Machina's Scientific Advisor - Murray Shanahan · Y Combinator
Insight
Shanahan: Symbolic AI ideas can be rehabilitated into deep reinforcement learning
“It made me realize that there were various ideas from symbolic AI that could be rehabilitated and put into deep reinforcement learning systems in a more modern guise. And so that's the kind of thing that I'm most interested in.”
Murray Shanahan Jun 28, 2017 ▶ 46:32 Ex Machina's Scientific Advisor - Murray Shanahan · Y Combinator
Assertion Not checkable as stated
Shanahan: Raw speech recognition has essentially been solved
“So speech recognition has more or less been cracked. The, they're just the process of turning the way raw waveform into text into, so that that's been cracked.”
Murray Shanahan Jun 28, 2017 ▶ 37:34 Ex Machina's Scientific Advisor - Murray Shanahan · Y Combinator
Insight
Shanahan: Humans mistakenly project consciousness onto machines without actual agency
“We see someone there when there isn't, and of course that, for me, that was very interesting because it made me think about when we do that with machines, where we often, we do Maybe, you know, we think that there's someone at home when there isn't.”
Murray Shanahan Jun 28, 2017 ▶ 51:37 Ex Machina's Scientific Advisor - Murray Shanahan · Y Combinator
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 300 episodes transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.