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Andrew Ng is raising a $150M AI Fund

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Re: Andrew Ng is raising a $150M AI Fund

#81
post #78

>Ng told me that his personal goal is to help bring about an AI-powered society. Anyone have links to interviews or information on Ng's vision? I'd love to hear the details.

not sure if there's a transcript anywhere but he gave a lecture on his broad views in a Stanford lecture

https://www.youtube.com/watch?v=21EiKfQYZXc

Re: Andrew Ng is raising a $150M AI Fund

#83
post #5

I look at announcements like this, and past ones about Ng, and I always marvel at how things have gone since I took and completed his 2011 ML Class... That was one helluva course, challenging and interesting, and fun all at the same time (and so much "concretely" - lol). From what I understand, that course is still available thru Coursera (which Ng booted up after the ML Class experiment; Udacity was Thrun's contribu…

It's still available. I've been taking it for the past month or so. After learning more about him, he's probably the only person in the world that I envy. I resonate with his ideas a lot, but I'm like 1% of what he is. It makes me a bit sad. I'll be taking his new course as well and hopefully one day I will be able to work in the same field as him.

[deleted]

Re: Andrew Ng is raising a $150M AI Fund

#84
post #5

I look at announcements like this, and past ones about Ng, and I always marvel at how things have gone since I took and completed his 2011 ML Class... That was one helluva course, challenging and interesting, and fun all at the same time (and so much "concretely" - lol). From what I understand, that course is still available thru Coursera (which Ng booted up after the ML Class experiment; Udacity was Thrun's contribu…

It's far from challenging. The Stanford one (CS229) is though.

It's not a competition you know ;)

Re: Andrew Ng is raising a $150M AI Fund

#86
post #6

"Many of these funds are putting time and resources into securing data sets" - this is key.

Looks like Data sets are going to be the moat of AI companies.

Why do you think companies like Google release so many things open source related with AI (papers, models, frameworks)? Because they have the data to train them. In my company 90% of my time is dealing with the dataset, having a good and big dataset is first step to train any algorithm.

Re: Andrew Ng is raising a $150M AI Fund

#87

Earlier quoted context omitted.

Could you describe at a high level(or whatever level you'd like,) what goes into, or more specifically, what are the components of a crawler that makes it superior for these purposes?

Sure; Doesn't die -- HTML being a specification in name only, there are a lot of really crazy web pages out there that render on browsers but are pathological edge cases. Does a good job of distinguishing 'good' links from 'bad' links on a page. -- Lots of pages have links that should not be followed, some are easy they are rendered in the same color as the background (SEO black hat link juice) and others refer to cr…

Thanks Chuck for sharing, I enjoyed your sharing these details :)

Re: Andrew Ng is raising a $150M AI Fund

#88
post #6

"Many of these funds are putting time and resources into securing data sets" - this is key.

Looks like Data sets are going to be the moat of AI companies.

I've been involved in this a couple of times and want to share a thought.

If you are just aggregating data, that's not a moat.

A lot of folks are buying data from a bunch of sources to give complete coverage - e.g. a dataset of all plane ticket prices, where before you could only get separate datasets from each of amadeus and rivals.

Someone, usually someone big, just goes round you to build their own infrastructure for some internal function, e.g. Google flights api, and then realises they can replace you as a secondary revenue stream.

Instead, I think you gotta somehow add value to your data, which is best done as a side effect of another buisness.

Reuters have a huge news dataset with amazing annotation because they got thier editors to curate it as it was produced. That's an unassailable free text training set that no one else is gonna match.

So build a dating app that causes users to create a curated dataset. Or a game. Or a buisness tool. Or an api. Or a really good AI secret sauce built in an expensive privately curated training set that ate most of your funds.

Re: Andrew Ng is raising a $150M AI Fund

#89
post #5

I look at announcements like this, and past ones about Ng, and I always marvel at how things have gone since I took and completed his 2011 ML Class... That was one helluva course, challenging and interesting, and fun all at the same time (and so much "concretely" - lol). From what I understand, that course is still available thru Coursera (which Ng booted up after the ML Class experiment; Udacity was Thrun's contribu…

I took CS221 from Andrew in 2006 (or was it 2007?) Even more has changed since then ;-) It was my second ML course, after taking Daphne Koller's punishing CS229. Right then though I knew ML will sweep the world pretty soon.

Re: Andrew Ng is raising a $150M AI Fund

#90
post #35

"Many of these funds are putting time and resources into securing data sets" - this is key.

Whenever I see announcements like this, it's very unclear to me what is meant by "AI." Are they talking about basically getting the most out of the current ML/deep learning type systems? If so then I guess building data sets makes sense but it seems more like an uninteresting business strategy than what I think of as pushing AI forward. If, on the other hand, they are talking about making progress on the more traditi…

I am of the opinion that `true AI` is the science/engineering of understanding and replicating human intelligence. Why are we able to come up with abstract concepts from the surrounding physical environments? Why do we look at the stars and wonder what they are (and why)? How are we able to communicate with one another through pictures, words, writings, snapchat. Is that something special about our brains, our collective society, or something else, that enables such remarkable different behaviors from other any animal on earth? I don't know which direction we can start to go down to answer these questions, but collecting good data sets is probably as good as anything. Maybe we'll get the `quantity` of smarter specialized systems first, and once we get the `quantity`, maybe the `quality` will follow?
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