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Artificial Intelligence

Ethical AI Toolkit

A practical, open framework for evaluating fairness, transparency, and safety in deployed machine learning systems.

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About this project

Developed together with Concordia University Wisconsin's AI & Quantum Innovation Lab, the Ethical AI Toolkit gives organizations concrete methods to audit models for bias, document their behavior, and reason about downstream impact. It pairs technical evaluation with the servant-leadership ethos at the heart of our partnership.

What it delivers

  • Model auditing & documentation templates
  • Fairness and safety evaluation suite
  • Case studies with community partners
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Our projects thrive on collaboration — from student researchers to industry partners and open-source contributors.