Publish claim-by-claim spectral transfer reproduction

Add exact Theorem 3 DER-rate audit

Reproduce Thm 1/4/5: weak-to-strong distillation (student 0.025 < teacher 0.155), exact risk decomposition, PGR=0.87 recovery with optimal filter growing in N