2 Paper 3: information-certified portfolio variance
Paper 3 aggregates observable pairwise characteristic-law distances through one joint exposure law. Its checked spine is a coherent systematic-variance cap, an additive residual-budget wrapper, and existence of a portfolio minimizer. The transmission restrictions and residual budget are maintained assumptions; the formal claims do not calibrate them.