Most AI employment discussions only look at AI exposure. Japan turned out to be interesting because that approach misses half the picture. Using ILO occupation classifications and our task-based AI exposure model, I looked at Japan's 70.5 million workers. The AI side behaves almost exactly like every other country we've studied. Clerical support workers sit at the top with an 8.5/10 exposure score, professionals score 6.5/10, and elementary occupations remain low. But the robotics layer tell...