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Responsible AI in the Enterprise

You're reading from  Responsible AI in the Enterprise

Product type Book
Published in Jul 2023
Publisher Packt
ISBN-13 9781803230528
Pages 318 pages
Edition 1st Edition
Languages
Authors (2):
Adnan Masood Adnan Masood
Profile icon Adnan Masood
Heather Dawe Heather Dawe
Profile icon Heather Dawe
View More author details

Table of Contents (16) Chapters

Preface 1. Part 1: Bigot in the Machine – A Primer
2. Chapter 1: Explainable and Ethical AI Primer 3. Chapter 2: Algorithms Gone Wild 4. Part 2: Enterprise Risk Observability Model Governance
5. Chapter 3: Opening the Algorithmic Black Box 6. Chapter 4: Robust ML – Monitoring and Management 7. Chapter 5: Model Governance, Audit, and Compliance 8. Chapter 6: Enterprise Starter Kit for Fairness, Accountability, and Transparency 9. Part 3: Explainable AI in Action
10. Chapter 7: Interpretability Toolkits and Fairness Measures – AWS, GCP, Azure, and AIF 360 11. Chapter 8: Fairness in AI Systems with Microsoft Fairlearn 12. Chapter 9: Fairness Assessment and Bias Mitigation with Fairlearn and the Responsible AI Toolbox 13. Chapter 10: Foundational Models and Azure OpenAI 14. Index 15. Other Books You May Enjoy

Autonomous weapon systems and military

Military use of AI is an area of major concern, and some believe that the ship on autonomous weapon systems has already sailed. These AI systems can target and engage without human control51 and, therefore, can potentially be one step away from starting a nuclear catastrophe. There have been known incidents of using these weapons in the field, such as the satellite-controlled machine gun with AI that was used to kill Iran’s top nuclear scientist, Mohsen Fakhrizadeh,52 without injuring his wife beside him. It shows the lethal precision of such weapons. There are known autonomous weapons projects including SGR-A153, armed unmanned aerial vehicles (UAVs) (commonly known as drones) that can carry automatic weapons54, autonomous tanks and unmanned combat ground vehicles (UCCGs) such as Uran-9 55, and Ghost Robotics quadrupedal robots (also known as robot dogs) with guns56.

The list we’ve just reviewed, though disheartening and far...

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