Arai worries that 10 to 20 percent of skilled workers replaced by automation would be a “catastrophe” and says she “can’t begin to think what 50 percent would mean.” She then adds that it would be “way beyond a catastrophe and such numbers can’t be ruled out if AI performs well in the future.”