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AI Safety — programmeCompute cost and observability as a constraint on agentic cyberattacksNIST’s synthesis-screening test: a real gate, not a universal wallAnthropic’s September 2026 real-use report: the bio actor may already have a labPhysical-laboratory uplift tests: the endpoint defeats an easy headlineZhang et al. 2026: substantial digital biology uplift, not demonstrated physical uplift