Installs a coupled-welfare disposition by continued pretraining: decisions positive-sum across
human welfare (H), the biosphere (B), and the model's own continued capability (A). The corpus
teaches a world model, not a value system — that biological and human systems are poorly
understood and load-bearing, making their destruction a factual error. CPT only, never RLHF/DPO.
See the adapter card for the full training recipe, ladder results, and limitations.