  We propose a new method to find modes based on active information. We develop
an algorithm that, when applied to the whole space, will say whether there are
any modes present \textit{and} where they are; this algorithm will reduce the
dimensionality without resorting to Principal Components; and more importantly,
population-wise, will not detect modes when they are not present.
