Low inflation used to be good, but Japan's 1990s deflation changed that. The "Phillips curve puzzle" is when low inflation doesn't match low unemployment. A model of dual labor markets shows that factors like worker bargaining power and labor supply elasticity can flatten the Phillips curve. These changes may explain why inflation stayed low despite low unemployment after the 2008 financial crisis.