We should not be surprised that our standard scientific method struggles to deal with consciousness. Modern science was designed to exclude consciousness.
Galileo Galilei, the father of modern science, wanted a purely quantitative science of the physical world, and he proposed that qualities such as colors and smells were outside the domain of science.
As long as we work within this framework, we can only establish a correlation without the ability to provide an explanation.
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