The misuse of AI has led to wrongful arrests, denial of medical care, even genocide--this book offers 7 powerful Principles that business can use now to end the harm.
Incorporating the perspectives of engineers, businesspeople, government officials, and social activists, this book will help us realize the unprecedented benefits and opportunities AI systems can provide..
Powell and Kleiner explore how to implement each principle, citing current best practices, promising new developments, and sobering cautionary tales.
Finally, there must be psychological safety and creative friction, so that anyone involved in softwaredevelopment can bring problems to light without fear of reprisal.
Organizations need to be loosely structured so that problems in one area can be isolated and resolved before they spread and sabotage the whole system.
There must be procedures in place to hold them accountable for negative consequences.
The final three Principles pertain to the organizations that create AI systems.
The biases embedded in AI must be confronted and reduced.
People must be allowed to protect and manage their personal data.
AI systems must be understandable and transparent to any observer, not just the engineers working on them.
Human risk must be rigorously determined and consciously included in any design process.
Four Principles relate to AI systems themselves.
They draw on Powell\'s research at Columbia University and use a wealth of real-world examples.
Juliette Powell and Art Kleiner offer seven Principles for ensuring that machine learning supports human flourishing.
AI holds incredible promise to improve virtually every aspect of our lives, but we can\'t ignore its risks, mishaps and misuses.
The misuse of AI has led to wrongful arrests, denial of medical care, even genocide--this book offers 7 powerful Principles that business can use now to end the harm
