Physics, mathematics, and computational systems are traditionally framed in terms of state evolution — how a system changes over time under a defined set of rules. However, this perspective obscures a deeper and more fundamental question:

Not what transforms — but what remains valid under transformation.

This chapter reframes transformation as a filtering process over possibility space, rather than a purely generative or dynamical one.