Enhancements for Developing a Comprehensive AI Fairness Assessment Standard

Avinash Agarwal, Mayashankar Kumar, Manisha J. Nene·April 10, 2025

Summary

Ensuring AI fairness is crucial to prevent biased outcomes in critical sectors. The TEC Standard, initially focused on tabular data and supervised learning, needs expansion to include images, unstructured text, and generative AI. This comprehensive approach aims to promote responsible AI deployment and address biases across diverse applications. In the 6G context, India's TEC developed a standard for AI fairness, emphasizing equitable access and trust. The proposed enhancements target images, unstructured text, and generative AI, ensuring comprehensive standards that mitigate biases and societal impacts in sectors like healthcare and transportation.

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