A fundamental puzzle, as first stated by Michael Polanyi (1966), is that individuals appear to know more than they can explain. That knowledge can be tacit has broad implications for ีunderstanding the difficulty of imitating and diffusing individual skills, a problem lying at the heart of artificial intelligence to the competitive analysis of firms.