finelybook
MINDFUL AI: Reflections on Artificial Intelligence
October 26, 2022
by Murat Durmus (Author)
ASIN: B0BKMK6HLJ
Publisher Finelybook 出版社： Independently published (October 26, 2022)
Language 语言： English
pages 页数： 200 pages
ISBN-13 书号： 9798360396796
Book Description
Note: This book is written by a human and not by ChatGPT / AI 😉
(Excerpt)
The field of AI is highly interdisciplinary & evolutionary. The more AI penetrates our life and environment, the more comprehensive the points we have to consider and adapt. Technological developments are far ahead of ethical & philosophical interpretations; this fact is disturbing.
We need to close this gap as soon as possible.
Content
PREFACE - x
THOUGHT & QUOTES - 1
ARTIFICIAL INTELLIGENCE - 1
AI ETHICS - 17
EXPLAINABLE AI (XAI) - 37
PHILOSOPHY - 43
DATA & BUSINESS - 47
EDUCATION & FUTURE OF WORK - 53
SOCIETY & HUMANITY - 61
MIX - 67
A BRIEF HISTORY OF ARTIFICIAL INTELLIGENCE - 73
THREE ESSAYS FOR THE FUNDAMENTAL UNDERSTANDING OF AI - 83
Artificial Intelligence: An attempt to define and distinguish - 83
5 Variations of Artificial Intelligence - 88
Duplication versus Simulation - 95
ARTICLES - 101
Why we need to Regulate the use of AI Technologies - 101
Do Companies need a Chief AI-Ethics Officer? - 104
Employment and Skills in the Age of AI - 109
The Criminal Potential of Artificial Intelligence - 114
How does machine learning work? - 131
Can AI have a consciousness? - 133
What is Singularity? - 135
5 Algorithms that Changed the World - 137
EPILOG - 141
SOME SIGNIFICANT ACHIEVEMENTS IN THE FIELD OF AI SINCE 2010. - 147
APPENDIX: GLOSSARY - 177
Artificial intelligence - 177
Artificial General Intelligence (Strong AI) - 178
Weak artificial intelligence (weak AI) - 178
The ethics of artificial intelligence - 179
The European ethics guidelines for trustworthy AI - 179
Algorithmic bias - 182
Machine Learning - 183
Deep Learning - 184
Supervised learning - 184
Unsupervised learning - 185
Semi-supervised learning - 185
Reinforcement learning- 186
Superintelligence - 186
Technological Singularity - 187
The Philosophy of Artificial Intelligence - 187
AI Control Problem - 189
The Turing Test - 190
