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AI Safety — programmeDo AI-R&D benchmarks measure research judgment or merely scoreable engineering?Economics of recursive improvement: a threshold, not a prophecyNanoGPT cost curves: a test of the easy-fruit objectionMETR’s 22 September 2026 AI-R&D assessment: acceleration, not closureAnthropic’s “When AI builds itself”: tasks accelerated, loop still open