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What makes you think all that data is going to be relevant? One of the points of fragility of deep learning systems is that the data they're trained on only rep
by joe_the_user 6y ago
What makes you think all that data is going to be relevant? One of the points of fragility of deep learning systems is that the data they're trained on only represents the past and the conditions of the present can change.
I mean, there are a few situations that can stay pretty constant but just think when a bunch of AI system are established, all thinking the world won't change, then a cascade of causes changes and the systems no longer working becomes part of that. Of course, we already saw fragility of modern systems with Covid, so let's add even more!
- aynyc 6y agoHonestly, I don't know. Not a AI researcher. But for competitors to be viable, they also need to get users to give them data and the infrastructure to handle it, that's not an easy task. We actually lost a contract to handle massive (PB size data) user data a few years ago, but after a few years, our competitor lost that contract back to us because they simply can't handle the volume and the processing power.