The Winter Filter Theory (WFT) Triptych: Information Compression, Topology, and Nozzle Dynamics in Cyclic Cosmology

The Winter Filter Theory (WFT) is a three-part cosmological and quantum information framework resolving the mass distribution crisis, the Hubble Tension, and quantum non-locality. The theory models the Big Bang as a translational extrusion via a Supermassive Black Hole (SMBH) nozzle, applying the Holographic Principle to geometrically derive the universe's 1:5 mass distribution. Dark Matter is redefined as a phase-shifted informational blueprint governed by topological packing limits (The Topological Jigsaw Principle), acting as an uncoupled gauge protocol. This triptych includes the foundational mathematics, the astrobiological limits of the Terminal Isolation Formula, and the micro-scale application of the precursor root system as a quantum transducer architecture.