AdaEvolve multi-island evolutionary search on Erdos Min Overlap (C5 bound) benchmark. 2 islands, 50 iterations, DeepSeek-R1 as LLM backbone. Best c5_bound=0.3860 (score=0.9868), target=0.3808. Major breakthrough at iter 28 via Augmented Lagrangian paradigm shift.