Implements LEARN-3 with frozen paired fixtures, crash-safe journals, target isolation probes, and measured learning-transfer verdicts.
Supersedes local checkpoints 3022df5, 715c831, 9fb5d0f, and fe635f1; those attestations were invalidated and never used for real model runs.