Chosen Paper

The Problem with Metrics is a Fundamental Problem for AI: Rachel Thomas, David Uminskys, Feb.2020

Other Suggestion

Goodhart Taxonomy: by Scott Garrabrant
Challenges of AI: Chatham House, March 22, 2022
The ‘right to an explanation’ under EU data protection law: Golden Data Law, Feb.22, 2019
4 tips for improving the reliability of your AI metrics: Red Hat, November 15, 2022
GitHub for SHAP: https://github.com/slundberg/shap