Inflation picked up again in October, showing the last mile to the 2% target will be the hardest. Shelter costs remained the main driver of inflation, accounting for over 65% of the 12-month increase in the all items less food and energy index. However, the year-over-year change in the shelter index has been below 5% for the second consecutive month, signaling some moderation in housing inflation. While the Fed’s interest rate cuts could help ease some pressure on the housing market, its ability to address rising housing costs is limited, as these increases are driven by a lack of affordable supply and increasing development costs. In fact, tight monetary policy hurts housing supply because it increases the cost of AD&C financing. Shelter costs continue to rise at an elevated pace despite Fed policy tightening. Additional housing supply is the primary solution to tame housing inflation.