Agentic Safety is an Epistemic Property, Not a Behavioral One

Contemporary AI safety spans pre-training interventions, post-training alignment, deployment-time controls, monitoring, and red-teaming. These methods are necessary, but they primarily certify snapshots of system behavior. As AI systems become more capable, dynamic, embodied, and self-improving, this snapshot view becomes incomplete: safety depends not only on whether a system behaves acceptably now, but whether it remains correctable as it learns, adapts, acts, and modifies itself over time. Th

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ethics.ai (2 June 2026), “Agentic Safety is an Epistemic Property, Not a Behavioral One,” evidence record 3193, https://ethics.ai/record/3193 (originally published by arXiv).

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