LLM Council Feedback Loops: Continuous Quality Improvement
Implementing feedback mechanisms to continuously improve council quality.
LLM feedbackAI quality improvementcouncil feedback loops
Feedback Systems
Collect and act on quality feedback.
Feedback Types
Automated
- Consensus scoring
- Hallucination detection
- Error patterns
Human
- User ratings
- Expert reviews
- Correction submissions
Feedback Loop
- Collect: Gather feedback
- Analyze: Identify patterns
- Act: Make improvements
- Measure: Track impact
Implementation
- In-app feedback buttons
- Periodic surveys
- Expert review queues
Continuous Improvement
Use feedback to:
- Tune configurations
- Update prompts
- Train teams