Insights: Computer understanding of human behavior

For computers, beating the world's best chess player is much easier than knowing when to smile. Although we take such subtleties for granted, we know immediately when someone gets it wrong. Such errors affect our perceptions of "intelligence" -- and will, I think, be a fundamental issue in determining whether we see computer-modeled brains as conscious or human-like.