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There are key differences between being able to perform a task, and possessing an ability -- in particular generalization (being able to perform entire categories of related tasks without further human intervention) and open-endedness (figuring out what new task to tackle)
It's a very anthropomorphic cognitive fallacy to believe "I use my intelligence to perform X (e.g. multiplication and addition), therefore if we were to develop a machine that could do X, it would have to exhibit the same intelligence too".
A single shortcut trail through a corn field is a fundamentally different beast than a road-building company.
correct, but somehow several very smart researchers have build their entire careers in cognitive science based on this fallacy.
I'll always argue it's the process and not the result that defines intelligence. If the underlying processes mimic what goes on in the brain. Its intelligence. Even if the result is wrong.
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