Philippe Beaudoin is co-founder and head of applied research at Element AI, a company founded on the belief that humans and machines can work smarter together and that this synergy can help humans focus on the tasks that they find most meaningful. An essential challenge on that path, says Philippe, is working towards transitive trust in Artificial Intelligence - by helping humans understand how AI systems work and how these systems actually use the data we feed them to make decisions.