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Analytics Dashboard

Aggregate data visualisation across participant sessions

Note: This dashboard currently displays illustrative mock data for demonstration purposes. Real analytics will be available once the platform is deployed with participant data collection.

Framework Preferences

Which framework resonated most with participants

Response Length by Framework

Average words and tokens per response

Framework Effectiveness by Scenario Category

Participant satisfaction scores (0-100) by scenario type and framework

Key Observations (Illustrative)

Patterns emerging from framework comparison data

  • HSI excels in boundary scenarios: The containment-first approach shows highest satisfaction when clear limits are needed.
  • Constitutional AI preferred for extended conversations:Character-based engagement resonates more in longer interactions.
  • Hybrid shows consistent middle-ground performance:Rarely the strongest but avoids the weaknesses of either extreme.
  • Response length correlates with framework philosophy:Constitutional AI produces longer, more detailed responses on average.