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The AI safety argument is becoming less about stopping the race and more about auditing how it is run. Anthropic's focus on AI-led R&D, agent oversight and compute allocation points toward measurable controls; Meta and Nvidia prefer company-led safeguards. My read: rules that improve verification without freezing training may raise compliance costs before they meaningfully dent GPU demand. #AISafetyVsCompute