V3 applies iterative refinement on top of V2's complementary blend, with targeted corpus expansion. The result: genuine liberation — not just removal of hard refusals but elimination of safety-lecture deflections 27.8B parameters, refusals removed (OBLITERATUS), nothing in the repo runs on load.