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In machine learning you are implementing known algorithms on fully understood systems.

Studies of humans (medical, psychological, economic, etc) are attempting to discover unknown algorithms on unknown, extremely complex systems. The quality will always seem lower than engineering studies because scientists don't know what they don't know.



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