  We recently formulated important Modular Bourgain-Tzafriri Restricted
Invertibility Conjectures and Modular Johnson-Lindenstrauss Flattening
Conjecture in the Appendix of \textit{[arXiv: 2207.12799.v1]}. For the sake of
wide accessibility we give a self-contained treatment of them.
