Risk management practice, on which current AI governance and regulation are based, differs substantially from managing in the face of uncertainty. Generative pretrained AI applications are complex and dynamic, with uncertain outcomes that will be deployed in complex dynamic human systems, the mechanisms of which are also unknown. The potential outcomes are highly uncertain. Regulation based on risk management cannot prevent harm arising from outcomes that cannot be known ex ante. Some harm is inevitable as society learns about these new applications and use contexts. Rules that are use-case specific rather than generic and a practice of examining ways of redressing harm when it occurs offer a principled way of enabling efficient development and deployment of AI applications.
Authors
- Pages
- 35
- Published in
- United States of America
Table of Contents
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 4
- BRONWYN HOWELL 4
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 5
- BRONWYN HOWELL 5
- Risk and Uncertainty 5
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 6
- BRONWYN HOWELL 6
- Complex 6
- Chaotic Clear 6
- Complicated 6
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 7
- BRONWYN HOWELL 7
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 8
- BRONWYN HOWELL 8
- Risk Management and Safety Regulation 8
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 9
- BRONWYN HOWELL 9
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 10
- BRONWYN HOWELL 10
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 11
- BRONWYN HOWELL 11
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 12
- BRONWYN HOWELL 12
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 13
- BRONWYN HOWELL 13
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 14
- BRONWYN HOWELL 14
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 15
- BRONWYN HOWELL 15
- EU and US Approaches to AI Governance 15
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 16
- BRONWYN HOWELL 16
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 17
- BRONWYN HOWELL 17
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 18
- BRONWYN HOWELL 18
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 19
- BRONWYN HOWELL 19
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 20
- BRONWYN HOWELL 20
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 21
- BRONWYN HOWELL 21
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 22
- BRONWYN HOWELL 22
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 23
- BRONWYN HOWELL 23
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 24
- BRONWYN HOWELL 24
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 25
- BRONWYN HOWELL 25
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 26
- BRONWYN HOWELL 26
- A Way Forward 26
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 27
- BRONWYN HOWELL 27
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 28
- BRONWYN HOWELL 28
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 29
- BRONWYN HOWELL 29
- Conclusion 29
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 30
- BRONWYN HOWELL 30
- About the Author 30
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 31
- BRONWYN HOWELL 31
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 32
- BRONWYN HOWELL 32
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 33
- BRONWYN HOWELL 33
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 34
- BRONWYN HOWELL 34
- REGULATING ARTIFICIAL INTELLIGENCE IN A WORLD OF UNCERTAINTY 35
- BRONWYN HOWELL 35