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Andrew Ng launches $175M AI fund

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31–40 of 67 posts

Re: Andrew Ng launches $175M AI fund

#32
“One of my philosophies of building companies is the importance of velocity,”

True. And the key to keep (increasing) velocity is momentum. I believe the fundamentals to that is infrastructure. Once you get to the "flywheel stage" of an AI company (http://nicodjimenez.github.io/2018/01/25/stages.html), experimentation becomes so easy that new models can be rolled out nightly.

Re: Andrew Ng launches $175M AI fund

#34

Sounds incredibly similar to Phil Libin's project: https://all-turtles.com . Phil Libin is the ex-CEO of Evernote. Maybe there's room for multiple players in this space, but I imagine the name recognition and bona fides of Andrew Ng is going to suck the air out of All Turtles.

I have a feeling that Andrew's fund is much more focused on cutting-edge AI than Phil's. If you take a look at Phil's portfolio, you see can see that the companies are probably using some form of AI but that's not the core of them. Also, in my personal experience with talking to Phil, it seems that for him the "practical AI" part is more important than what kind of tech is used. So, maybe a more consumer-focused perspective (which I like).

I can imagine that Andrew focuses more on companies that have or have the potential to have significant AI themselves. I doubt that Andrew would consider a bot that uses the Google Vision API and Dialogflow an "AI" company. If that makes sense.

PS: I do think that the latter should be considered an AI company. Just like a company using AWS to host is called web company. In fact, probably a lot of companies will be using some sort of AI api pretty soon.

Re: Andrew Ng launches $175M AI fund

#35
post #30

Earlier quoted context omitted.

I'm at the end of a PhD. Once I've this baby wrapped up I'm jumping on that course quicker than you can say "rise of the robots". I've heard only good things about it :)

What is the domain of your PhD? If it's computer science or mathematics then you might find that ML class on Coursera too easy, way below your level of competence.

Philosophy / Humanities Computing

Re: Andrew Ng launches $175M AI fund

#37

Sounds interesting! Does anyone have examples of AI startups that solve real world problems? Just trying to get a picture of what companies would fit their fund.

I'm not sure if this falls (strictly speaking) under AI but lately I have been using Google Maps for Traffic almost daily. It shows the congested roads, estimates the time, suggests paths and show length, etc...

It is battle tested by me and I can say it is surprisingly accurate.

Re: Andrew Ng launches $175M AI fund

#38
post #33

I hope this fund wont be limited by only ML, but also will work on formal logic approaches.

I don't think anything other than ML will be funded like that for a while.

We are on the very top of that hype curve, a few of years from now we'll forget how absolutely stupefied we were when ML gave us models that "can X better than humans" and the enthusiasm will give way to a feeling of "I overpaid for this". It happened before with databases way back when, then with specialist systems, then ...

The only difference is now the layperson hears about it with an astounding frequency. I don't know, maybe that will make things different but I can't see it having any other effect than making that 'disappointment crash' harder

Re: Andrew Ng launches $175M AI fund

#39

Sounds interesting! Does anyone have examples of AI startups that solve real world problems? Just trying to get a picture of what companies would fit their fund.

We're "horizontal".

We would not fit his definition of a vertical specific startup. (We have also been around a while though) The bulk of what we do is time series.

Applications we do for real paying customers include:

Detecting theft of power on the raw grid

Online payments fraud

Detecting people stealing from the telco network

Detecting faults in assembly line machines

Detecting computers about to fail

Detecting root cause of dropped calls

Kind of researchy, but we've also done robotics with RL to teach a robot to learn an obstacle course.

Re: Andrew Ng launches $175M AI fund

#40
post #32

“One of my philosophies of building companies is the importance of velocity,” True. And the key to keep (increasing) velocity is momentum. I believe the fundamentals to that is infrastructure . Once you get to the "flywheel stage" of an AI company ( http://nicodjimenez.github.io/2018/01/25/stages.html ), experimentation becomes so easy that new models can be rolled out nightly.

Actually the key to keep increasing velocity is maintaining a positive dv/dt, that is to say, acceleration. Momentum is more of a tendency to refuse to leave a state (think of `inertia-in-motion`), rather than actively seek it.

If that makes any sense at all, that is.

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