Can A Machine Tell When You're Lying?

"Can a machine tell when you're lying?"

From the article:

In a study of 40 videotaped conversations, an automated system that analyzed eye movements correctly identified whether interview subjects were lying or telling the truth 82.5 percent of the time.

That's a better accuracy rate than expert human interrogators typically achieve in lie-detection judgment experiments...