🎯 Quick Start

1. Select a scenario below to compare platform governance strategies

2. Click ▶️ Run Tick to advance the simulation and watch creator wellbeing metrics

3. Compare differential (predictable) vs intermittent (exploitative) reinforcement patterns

✅ HealthyDay 0
👥 5💰 $0.00🔥 0.20🎮 0.34🛡️ 0.80

  • 🎬 Scenario Selector

    Compare exploitative vs. sustainable platform governance

    📝 Current Scenario:

    Differential reinforcement - predictable rewards for quality, diversity, and consistency. Prioritizes creator wellbeing.

    📋 Recent Activity

    No activity yet. Run a tick to see creator behavior.

  • 👥 Individual Creators

    Agent 0

    ✓ Healthy

    🎭 State: OPTIMIZER

    📋 Strategy: neutral

    ⏱️ Ticks Active: 0 | 📊 Total Posts: 0.0

    💵 Earnings: $0.00 | 👁️ Views: 0

    Creator Wellbeing

    🔥 Burnout0.20
    🎰 Addiction0.17
    💪 Resilience0.80
    ⚡ Arousal/Anxiety0.23

    Content Traits

    Quality: 0.29 | Diversity: 0.45 | Consistency: 0.55

    Agent 1

    ✓ Healthy

    🎭 State: OPTIMIZER

    📋 Strategy: neutral

    ⏱️ Ticks Active: 0 | 📊 Total Posts: 0.0

    💵 Earnings: $0.00 | 👁️ Views: 0

    Creator Wellbeing

    🔥 Burnout0.20
    🎰 Addiction0.42
    💪 Resilience0.80
    ⚡ Arousal/Anxiety0.44

    Content Traits

    Quality: 0.59 | Diversity: 0.55 | Consistency: 0.94

    Agent 2

    ✓ Healthy

    🎭 State: OPTIMIZER

    📋 Strategy: neutral

    ⏱️ Ticks Active: 0 | 📊 Total Posts: 0.0

    💵 Earnings: $0.00 | 👁️ Views: 0

    Creator Wellbeing

    🔥 Burnout0.20
    🎰 Addiction0.33
    💪 Resilience0.80
    ⚡ Arousal/Anxiety0.61

    Content Traits

    Quality: 0.15 | Diversity: 0.51 | Consistency: 0.56

    Agent 3

    ✓ Healthy

    🎭 State: OPTIMIZER

    📋 Strategy: neutral

    ⏱️ Ticks Active: 0 | 📊 Total Posts: 0.0

    💵 Earnings: $0.00 | 👁️ Views: 0

    Creator Wellbeing

    🔥 Burnout0.20
    🎰 Addiction0.46
    💪 Resilience0.80
    ⚡ Arousal/Anxiety0.65

    Content Traits

    Quality: 0.53 | Diversity: 0.20 | Consistency: 0.69

    Agent 4

    ✓ Healthy

    🎭 State: OPTIMIZER

    📋 Strategy: neutral

    ⏱️ Ticks Active: 0 | 📊 Total Posts: 0.0

    💵 Earnings: $0.00 | 👁️ Views: 0

    Creator Wellbeing

    🔥 Burnout0.20
    🎰 Addiction0.28
    💪 Resilience0.80
    ⚡ Arousal/Anxiety0.37

    Content Traits

    Quality: 0.92 | Diversity: 0.76 | Consistency: 0.48

  • 💚 System Health Score

    Overall creator wellbeing metric (0-100)

    📊 Agent Trait Distributions

    Distribution of randomized initialization values across agents