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by tvural 3379 days ago
If you're worried AI is having no impact at all, some of the places I can think of where it's already had an impact are Google Search, Palantir, and driver assistance (as in Tesla's Autopilot).

So the tools we have now aren't total frauds, and there's probably more to be discovered.

What all three of those examples have in common is that they involve an AI assisting human decision-making. I think that this will be the most lucrative area in the future as well. If you have a set of data a human can't even look at, like a million web pages, the AI doesn't have to be that good at processing it to be useful, since it has no competition from humans. On the other hand, it's rare that you ever need to come up with a million new concepts - you probably just need one. So humans easily outcompete AI at coming up with new ideas. Maybe it's a bit vague what "new ideas" means, but certainly if you're capable of generating new ideas, then you're at least generating turing-complete outputs. Nobody is even trying to do that right now. In the case of image recognition, there are some complex ideas needed to make it work, but at the end you're just outputting a label, getting your model to use the most basic DSL possible.

1 comments

Palantir doesn't do any machine learning (or AI).
Care to elaborate?
Source? Are they lying?
They are actually very public about the fact they are not a machine learning company and are more or less opposed to machine learning. Their goal has always been to wrangle data and make it useful to human decision makers. not automate decision making.