Responsible AI in the Enterprise

Table of Contents

Preface

Part 1: Bigot in the Machine – A Primer

1

Explainable and Ethical AI Primer

The imperative of AI governance

Key terminologies

Explainability

Interpretability

Explicability

Safe and trustworthy

Fairness

Ethics

Transparency

Model governance

Enterprise risk management and governance

Tools for enterprise risk governance

AI risk governance in the enterprise

Perpetuating bias – the network effect

Transparency versus black-box apologetics – advocating for AI explainability

The AI alignment problem

Summary

References and further reading

2

Algorithms Gone Wild

AI in hiring and recruitment

Facial recognition

Bias in large language models (LLMS)

Hidden cost of AI safety – low wages and psychological impact

AI-powered inequity ...