Short Answer
AI systems that require human oversight and intervention for critical decisions.
Human-in-the-loop (HITL) systems combine AI automation with human oversight, ensuring that
critical decisions are reviewed by humans while maintaining the efficiency benefits of automation.
HITL approaches include:
- Human review: Humans review AI-generated content
- Approval workflows: Human approval required for certain actions
- Quality control: Human validation of AI outputs
- Error correction: Humans fix AI mistakes
- Continuous learning: Human feedback improves AI performance
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Best Practices
- Define clear decision boundaries
- Establish review workflows
- Provide human override capabilities
- Implement quality metrics
- Maintain human expertise
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Use Cases
- Content moderation
- Medical diagnosis
- Financial analysis
- Legal document review
- Quality assurance