Excellent piece in the ACM. You need membership to read the full article, but even the abstract introduction makes the point very well. To intelligently reason about the real world you need to have at hand a large amount of common sense. And have the ability to reason using that common sense to make your way around a complex world. What we call 'common sense' is a lot deeper than you think.
That has not changed very much since the last time we rode the AI hype curve. We have found ways to make better intelligent choices in new and larger and changing contexts. Very useful. But we have not solved the complete intelligence problem. See CYC tag for one historic approach to address, but not yet solve this.
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