https://github.com/EpistasisLab/tpot2/blob/8ebc82cb3b4d6fadfa5228a7de3134a9edc59acb/tpot2/search_spaces/nodes/estimator_node_gradual.py#L55C1-L56C1 We are forgetting to add 'rng = np.random.default_rng(rng)' to instantiate a new or old rng.