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  5. Human Oversight
Safety & Alignmentaka Oversight

Human Oversight

Human oversight gives people the information and authority to review, redirect, or stop an AI system.

Ask Melo about this← all terms

Effective oversight places checkpoints around consequential actions and surfaces evidence, uncertainty, and system state. It also needs realistic staffing and escalation procedures rather than assuming a person can catch every failure.

Related terms

Privacy-Preserving Machine LearningBehavior PolicySpecification GamingIncident Response for AIExistential Risk from AISafety Evaluation

Where Human Oversight comes up

  • Scalable oversight: RLHF, DPO, Constitutional AI, and weak-to-strong generalization explained
  • Eric Xing Critique of Agent Model: Agentic vs Agentive AI and the GIC Architecture
  • What Is an Embedded Evaluator in AI Safety?
  • Sen. Josh Hawley Opens Senate Probe Into OpenAI Over Hugging Face Breach