Scaling Result Validated

Marin's live 535B run is accepted as a meaningful validation of its training stack and loss-forecasting methods. The result strengthens confidence that smaller labs can execute frontier-scale training with fewer failed runs, especially after related efficiency claims from Rigel and Allen AI.

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