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>> Her work experience is as an audio engineer

Her PhD research is in computer vision and she and her co-authors are writing mainly about computer vision, but you spoke of "a lack of basic understanding and competence on the authors part". That is clearly incorrect and I don't understand what saying the same thing many times will change about that.

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Computer Vision is a domain and is not equivalent to machine learning. They overlap yes, but not necessary. Again though you have completely ignored my point again and again. The authors ignorantly conflate specific applications of ML with the entire industry. That plainly demonstrates a clear lack of competence in this area.

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