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Human On the Loop(HOTL)
Human supervisory oversight of autonomous AI systems with ability to monitor, intervene, or take control when necessary
In 30 seconds
- What
- AI system operates autonomously while humans monitor dashboards and intervene only when exceptions trigger alerts or manual override is needed.
- When to use
- High-stakes domains where autonomous speed matters but rare failure modes pose unacceptable risk, and humans can realistically respond in time.
- Watch out
- Humans often miss alerts or fail to intervene decisively during fast-moving crises, especially after long periods of uneventful monitoring.
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Human On the Loop: Overview
Human supervisory oversight of autonomous AI systems with ability to monitor, intervene, or take control when necessary
- Continuous monitoring and observation
- Exception-based intervention
- Override and takeover capabilities
- Performance monitoring dashboards
- Automated alert systems
- Supervisory control interfaces
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References
The papers, specifications, and repositories this pattern is based on.
- Human-in-the-Loop (HITL) vs Human-on-the-Loop (HOTL) - Checkify
- AI, humans and loops - Being in the loop is only part of the story - Medium
- Guide to Optimizing Human AI Collaboration Systems - DeepScribe
- Human in the Loop vs. Human on the Loop: Navigating the Future of AI - Serco
- Is Human-On-the-Loop the Best Answer for Rapid Relevant Responses? - JAPCC
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