Managing the risk in AI: Testing to find the "unknown unknowns"

But here is the problem. Only a third of developers seem to know how to test these systems. And many companies have capabilities to only test them partially, risking the reliability of the system as a whole. We've decided to develop a way to know when AI algorithms work and when they don't. While it may not be critical if a movie recommendation is not that accurate, the results can be devastating if an algorithm performs poorly in an autonomous car or a medical app.