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AI Safety — programmeChild/teen AI companions: what outcome evidence tests developmental harm?The human learning bottleneck in AI augmentationGates’s AI levy and Human Reserved care: what does each instrument actually select?Japan’s robot-loneliness trial: the responses came from peopleIs young-worker AI displacement visible, net and causal?Stanford’s August 2026 canaries: 19% is a relative gap, not jobs lost to AITwo 2026 AI-risk maps: Amodei and Gates