I really wish the hype train would start braking. But no, it's accelerating every month.
The level of hype around deep learning has become so high, there's no way it can live up to the expectations. No matter how much it delivers
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Hype trains generally derail and explode, not slow down. Media + many ML participators have no interest in perpetuating reality.
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People in my group are surprised why their only data scientist is not rooting for DL and just keeps using simpler techniques...
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hype might be modeled as self-reinforcing belief propagation. It starts with data, but gets out of control when belief takes over.
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Do you expect a
#deeplearning bubble that will explode one day? -
cos are pouring money into DL with expectations that don't match reality, so there's a bubble. Modalities of deflation are unclear.
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ai winter take 2 in 5..4..3..
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overestimate the short term, underestimate the long :)
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Then, deep learning figures out it hasn't met our expectations, cries real tears, paints its nails black, and listens to The Cure.
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