"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

September 20, 2019

Day #275 - When will #deeplearning finally die out?

Interesting answer in quora for question - "When will #deeplearning finally die out?" by Sridhar Mahadevan

Key points - Limitations/ concerns pointed out  
  • Key point #1 - Minimizing error over a #training set, no matter how large, is not enough to solve the AI problem;
  • Key point #2 - The true test of a scientific theory is not its accuracy at making predictions over some #fixeddataset, but the level of #insight it gives us into a problem
  • Key point #3 - Human vision is far more complex than Imagenet benchmarking #datasets set of images.
#DeepLearning has a lot of proven success in Vision, Text, Numbers game. This article questions some of the #assumptions.

#AI evolving. This article gives perspective towards reality vs hype,  understand the #possibilities / #limitations / #challenges of #DeepLearning.


Happy Learning!!!

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