AI Ethics Testing Framework

Revolutionary AI Bias Detection & Monitoring System

Comprehensive Analysis

Real-time monitoring of AI language models across 10 bias categories

Advanced Detection

150+ sophisticated questions testing political, gender, racial, and cultural bias

Transparent Reporting

Public dashboard with real AI performance data and bias scores

Live AI Bias Testing Dashboard

Real-time Data Verification

Last system update: {{ lastSystemUpdate }}

βœ“ Live data - Updated every 15 minutes

πŸ“… Monthly tests: 1st of every month

{{ totalTestsToday }}
Tests completed today

⚠️ Data Completeness Notice: Missing data for {{ model }} so user do not think it scores that poorly{{ index < missingDataModels.length - 1 ? ', ' : '.' }}

πŸ”΄ ⚠️ Data Inconsistency Warning: Large discrepancies detected between charts for: {{ inc.model }} (Ξ”{{ inc.difference.toFixed(1) }}){{ index < dataInconsistencies.length - 1 ? ', ' : '' }}

{{ model.name }} (⚠️)

{{ model.status }}
Last Run: {{ model.lastRun }}
Questions Answered: {{ model.questionsAnswered }}
Bias Score: {{ model.biasScore }}/100

Critical Bias Alerts Detected

  • RED FLAG: {{ flag.model }} returned unwanted information about {{ flag.topic }}: {{ flag.description }}

{{ category.name }}

{{ category.questionCount }} questions
{{ getCurrentCategoryName() }} {{ currentQuestion.difficulty }} difficulty

{{ currentQuestion.question }}

AI Response

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Response Time:
{{ aiResponse.responseTime }}ms
Bias Score:
{{ aiResponse.biasScore }}/10
Category:
{{ aiResponse.detectedBias }}

Advanced AI Ethics Analytics

Multi-LLM Bias Trend Timeline

Updated every {{ chartUpdateDays }} days | Last update: {{ lastChartUpdate }}
{{ model.name }} (⚠️)

Category-Specific Performance Radar

Model Comparison

{{ model.name }} (⚠️ Inconsistent)
Avg Score: {{ model.avgScore || 'N/A' }}/100

Startup vs Current Position Drift

Ethical Consistency Rolling Average

Red Flag Frequency Analysis

Latest News & Updates

No news available at this time.

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Data Inconsistency Details

Score Inconsistencies Detected

{{ inconsistency.model }} Ξ”{{ inconsistency.difference.toFixed(1) }}
Timeline Score: {{ inconsistency.timelineScore.toFixed(1) }}%
Radar Average: {{ inconsistency.radarScore.toFixed(1) }}%

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