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When you've described the entire new vision of your company as being "doing things with deep learning", you aren't going to bother seeing if the simpler solution works. Just isn't good for business.


But then a competitor comes along, doing the same thing with vastly less complex model and capable of offering cheaper/faster service because of that.




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