Regulatory challenges for AI in healthcare
"There is great excitement about the potential of AI to improve healthcare in a variety of ways, but such algorithms evolve rapidly and sometimes learn continuously. An approved AI algorithm can be locked but this has a disadvantage, as it may perform worse in sites outside of where it was trained, and a locked model that cannot learn will not improve."
https://www.nature.com/articles/s41591-022-02165-8