Center for Equitable AI and Machine Learning Systems

https://equitableaisymposium.com/#speakers

Trustworthy ML

 

https://www.trustworthyml.org/symposium

https://www.youtube.com/playlist?list=PLNfU-a7sxIwvS7dhnOPdFtvhdNcrnufEW

responsive AI

 Smits, Van der Zandt, Van Turnhous 2024

Technical: dataserts, algorithms

Interactional

Contextual: legal frameworks

AI Fairness Tools

 

AI Fairness Tools

The development of AI brings immense potential but also raises important ethical and safety concerns. The Alan Turing Institute's guide, "Understanding Artificial Intelligence Ethics and Safety," provides valuable insights into the responsible design and implementation of AI systems in the public sector.

To support responsible AI innovation, the author/Dr. David Leslie shares a list of technical resources for exploring fairness tools:

1️⃣ University of Chicago’s open source bias audit toolkit: https://lnkd.in/ezkVKUTZ
2️⃣ TU Berlin and Eurecat's datasets and software for detecting algorithmic discrimination: https://lnkd.in/ewtBcNAa and https://lnkd.in/e45CQ2P2
3️⃣ Columbia University's Fairtest unwarranted association discovery platform: https://lnkd.in/eFtk6u4h
4️⃣ IBM’s Fairness 360 open source toolkit: https://lnkd.in/eZDm--sw

These resources, along with Leslie's guide, empower us to steer the course of our creations towards a better human future.

open-ai GPT

Building an early warning system for LLM-aided biological threat creation

Building an early warning system for LLM-aided biological threat creation (openai.com)