The failure of second-wave expert systems in medicine was due to their reliance on manual, brittle rule-based knowledge that was difficult to keep current.

“the problem with that was severalfold a you're going to generate tens of thousands of these rules and these rules would interact in ways that you could not anticipate and we did not know enough and we could not pull out of human beings the right probabilities”