Insight certainty 4/5 debate potential 2/5

Domingos: Startups Can Dominate by Applying Basic ML to Untapped Industries

Pedro Domingos · #13 Pedro Domingos: The Rise of The Machines · Aug 30, 2016 · at 32:11

Computer scientist Pedro Domingos explains startup opportunities in machine learning despite the dominance of incumbent tech giants.

0:00 / 0:28exact quote · 28.2s
720p mp4 · rendered on demand · StarZero watermark
“Precisely because machine learning is something that can be used just about everywhere, right? In every single industry, in every single part of what a company does, So far, it's only been used for a small fraction of the things that it could be used for. So you could do a startup that comes in and does machine learning for X, where nobody has really done machine learning for X before, and they could just run away with it. Even if initially, their learning algorithms are not the most advanced ones, they're just picking the low hanging fruit, you could actually get a lot of mileage that way.”

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 Pedro Domingos

Opinion
Domingos: Doctors Gatekeep Medical AI to Prevent Automating Their Own Jobs
“In the particular case of medicine, it's not used more already because, of course, the doctors are also the gatekeepers Of the system, and they're not very interested in replacing themselves or their job that they like best by machines.”
Pedro Domingos Aug 30, 2016 ▶ 25:20 #13 Pedro Domingos: The Rise of The Machines
Prediction Not checkable as stated
Domingos: AI Will Plateau Rather Than Experiencing Infinite Runaway Intelligence Growth
“And I think they will be in the case of AI, but I don't think we're going to see this, you know, infinite growth that, you know, goes completely beyond you know, what humans can imagine.”
Pedro Domingos Aug 30, 2016 ▶ 39:35 #13 Pedro Domingos: The Rise of The Machines
Prediction Not checkable as stated
Domingos: Computers Will Soon Discover and Store Most Knowledge on Earth
“So in the not too distant future, the vast majority of the knowledge on earth Will be discovered and will be stored in computers.”
Pedro Domingos Aug 30, 2016 ▶ 3:34 #13 Pedro Domingos: The Rise of The Machines
Assertion Partly supported
Domingos: A Venture Capital Fund Appointed an Algorithm as a Voting Director
“For example, there's this venture fund recently that announced that one of their directors is now going to be an algorithm. There's seven directors on the board, and one of them's an algorithm. So their algorithm doesn't decide anything all by itself, but it d…”
Pedro Domingos Aug 30, 2016 ▶ 4:29 #13 Pedro Domingos: The Rise of The Machines
Prediction Not checkable as stated
Domingos: Researchers Can Develop a Single Universal Master Algorithm for ML
“But what I and others believe is that we can Develop a true master algorithm, meaning an algorithm that is able to solve all the different kinds of learning problems that these different algorithms can.”
Pedro Domingos Aug 30, 2016 ▶ 7:58 #13 Pedro Domingos: The Rise of The Machines
Opinion
Domingos: Achieving a Universal Master Algorithm Requires Entirely New AI Paradigms
“And my gut feeling is that actually it's more the latter. I do believe that we have made a lot of progress, but I think we are still missing some important ideas.”
Pedro Domingos Aug 30, 2016 ▶ 21:47 #13 Pedro Domingos: The Rise of The Machines
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 200 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.