CEO Dario Amodei claims AI scaling has no ceiling. He warns the industry against ignoring imminent job losses while urging developers to maximize the technology's economic upside. This stance rejects the idea of a scaling plateau. Practitioners should prepare for continued capability jumps and significant workforce disruption as Anthropic pushes larger model architectures.