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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

#31
post #10

Offtopic, but this amp page is the cleanest page I've ever seen. I would love to just use the amp version for all TechCrunch pages. Anyone in the mood to make a chrome extension? (I'm on desktop, and the results are still clean without adblocker)

Plug: We are on it :) https://roboamp.com

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

#32
post #17
post #6

Earlier quoted context omitted.

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

open/free data sources are likely to become very important. AI hasn't yet been super-important in the open data world, but I'd expect it to gain a lot of prominence as time goes by.

Starting a data set company would probably be a good idea. Necessarily has some humans labeling them, but you could probably build a lot of tools around it to make it as smooth as possible. Also, task rabbit and Amazon turk workers could be used.

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

#33
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.

It was the reason Blekko had value to IBM's Watson effort, the crawler was state of the art. With that and the 'web' you can create data sets that others can't. It is the not-so-secret advantage that both Google and Microsoft leverage (their search engine crawlers).

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

#34
post #9

I'm curious to the opinions of people here on companies collecting data to build data sets vs. privacy.

Regardless of our individual opinions, probably far more than enough of the general public does not care about or know about securing their online privacy than is needed for an invasive AI startup to get what they need to make a valuable product.

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

#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 traditional dream of AI, the focus on building these data sets seems to be a sad way to lock us into a local maximum for a long time.

Massive curated data sets are crutches that lead us into narrow-minded hyper-specialized systems. Are any of these funds investing in people working on systems that try to make sense of raw sensory data streams? I don't think we're ever going to move away from data sets by creating more and better data sets.

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

#36
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…

> Are any of these funds investing in people working on systems that try to make sense of raw sensory data streams?

Yes. That's also my total focus right now. Happy to discuss, email on profile.

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

#37
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.

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

#38
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…

Nice.

I wrote down my thoughts after taking his new DL course. Hope it helps you all :) https://medium.com/towards-data-science/thoughts-after-takin...

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