But you, as a human, don't need to know what happened before, to be able and drive through those conditions. You just need the immediately-available information, which is what OP defined as "no need for context" vs speech recognition.
One of the biggest challenges that automated systems face is that the acceptable failure rate for them is far below the acceptable failure rate for humans in the same role. To err is human...