What is Fairsense-AI?

Fairsense-AI is a cutting edge, an AI-driven tool designed to analyze bias in text and visual content with sustainability in mind. It also offers a platform for risk identification and risk Mitigation. With a strong emphasis on Bias Identification, Risk Management, and Sustainability, Fairsense-AI helps build trustworthy AI systems.

• Fairsense-AI on PyPI

• Quick Tutorial on Google Colab T4

Highlights

• 🔍 Bias Analysis: Tools to identify and analyze bias in text and images.

• ⚠️ AI Risk Management: Identifies potential AI risks and provides structured risk assessments and mitigation strategies

• 🌱 Green AI: Optimized energy use of LLMs to reduce environmental impact.

Video Tutorial

• ▶️ Bias Analysis

• ▶️ AI Risk Management

Contents

• Installation and Setup
  • Step 1: Install Supporting Tools
  • Step 2: Install Fairsense-AI
  • Tutorial on Local Inference & Setup
• Quickstart Code Examples
• Bias Detection Tutorial
  • Additional Setup in Colab
• Usage Instructions
  • Features
• AI Risk Management
  • Video Tutorial
  • References
• API Reference
  • Analysis
  • Start Server
• Troubleshooting
• License
• Team

Bibliography

To acknowledge the use of Fairsense-AI in your study, please cite the following article:

@article{raza2025fairsense,
title={FairSense-AI: Responsible AI Meets Sustainability},
author={Raza, Shaina and Chettiar, Mukund Sayeeganesh and Yousefabadi, Matin and Khan, Tahniat and Lotif, Marcelo},
journal={arXiv preprint arXiv:2503.02865},
year={2025}
}

The article is accessible online at: FairSense-AI: Responsible AI Meets Sustainability