We can't build AI systems that generalize new skills the way humans do from just a few examples.
open
Global / Unspecified, Global
WS00683
Humans can learn a new task from a handful of examples, while most AI systems still need massive amounts of training data to perform reliably. Closing this efficiency gap remains one of AI research's central unsolved challenges.