The Chicago Fed's real-time unemployment rate projection model shows that the U.S. unemployment rate in October is expected to be 4.19%, a slight increase from the 4.18% unemployment rate reported by the Bureau of Labor Statistics (BLS) in September. This projection reflects a slight slowdown in hiring activity and a slight increase in layoffs. However, the Chicago Fed's current model predicts the likely direction of change in the official BLS unemployment rate, indicating that the U.S. unemployment rate is more likely to decline in October. The probability of a decline in the unemployment rate is 5 percentage points higher than the probability of an increase.