A long-form systems essay arguing that most metrics fail because they measure outcomes instead of accumulated pressure. It reframes collapse as a consequence of debt, buffer depletion, and delayed feedback, and explains why early warning depends on measuring pressure rather than predicting final events.

Geophysics: Geophysical applications of the SymC framework. Applies χ ≈ 1 stability principles to planetary systems including seismic dynamics and fault behavior. Foundation for expanding into broader planetary sciences as the framework develops.

Simulating Kapitza (roll-wave) instabilities in electron fluids with spectral hydrodynamics - dispersion & phase diagrams for graphene and parabolic-band systems.