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AI Safety — programmeSurveilBench: agent reporting can be tuned with a prompt, but no population has been measuredAlgorithmic versus human workplace monitoring: source and stated purpose alter behaviorPalantir–Amnesty exchange: do not turn surveillance capability into evidence of deployed agent conductAlgorithmic crime maps versus human analysts: an actual randomized patrol comparator, not an agent trialLive face recognition as a state-power pathway: accuracy is not the only limit