fix(grpo): fresh reward design — runbook-compliance scoring

fix(grpo): eliminate zero-advantage collapse from stale rewards

fix(grpo): harden rollout reward injection on cloud runtime

fix(train_v3): use PMOpsGRPOTrainer to fix reward kwarg plumbing

fix(training): fix GRPO reward bugs + add v3 notebook with SFT warmup