Historically, there have been two opposing views of cognition. One in which intelligence is a general ability to learn from arbitrary data, and one in which intelligence is the result of a myriad of special-purpose systems shaped by millions of years of evolution.
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Importantly, it has been at least 15 yrs since we've gathered enough evidence to rule out both views. Although the second view has largely fallen out of favor, the first view is, shockingly, still going strong among people who have no context on the history of cognitive science.
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