Dangers of over-interpretation
Very strong autocorrelation in a time series can result in apparent trends, even when there is no real trend underlying the series. Autocorrelation and trend are especially difficult to distinguish in short time series. You should therefore be wary of extrapolating a trend into the future if there is high autocorrelation.