課程名稱 |
人工智慧倫理學 Ethics of Artificial Intelligence |
開課學期 |
110-2 |
授課對象 |
文學院 哲學系 |
授課教師 |
史德凡 |
課號 |
Phl2811 |
課程識別碼 |
104E57100 |
班次 |
|
學分 |
3.0 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三7,8,9(14:20~17:20) |
上課地點 |
新502 |
備註 |
本課程以英語授課。(C)哲學專題群組,群組課程請參閱本系網頁修業課程規定。 總人數上限:60人 |
|
|
課程簡介影片 |
|
核心能力關聯 |
核心能力與課程規劃關聯圖 |
課程大綱
|
為確保您我的權利,請尊重智慧財產權及不得非法影印
|
課程概述 |
Artificial intelligence (AI) and big data are becoming more and more important in our lives. This course will be an introduction to ethical issues arising in artificial intelligence and machine learning. We will look at many big picture conceptual issues, such as concerns over responsibility in AI, fairness and bias in algorithms, and decision making using AI. We will also explore more focused issues, such as risk with autonomous vehicles, privacy, and misinformation. Students will develop their understanding of the concepts involved and learn to think critically about many important ethical issues arising in our world. Students will develop their understanding of the concepts involved through in-class discussion and writing assignments. This course will be in English and it will not presuppose any technical background. |
課程目標 |
The aim of the course is to provide students with conceptual tools for thinking about the ethical issues arising from the use of AI and machine learning. Students will learn general concepts from ethics as well as how to apply them in thinking about AI and machine learning. |
課程要求 |
無 |
預期每週課後學習時數 |
|
Office Hours |
每週三 17:20~18:20 備註: You can also make an appointment for an online meeting by sending me a message via NTU COOL or by email. |
指定閱讀 |
The required books for the class are
1. O'Neil, C. (2016)."Weapons of Math Destruction". New York: Crown Publishers.
2. Coeckelbergh, M. (2020)."AI Ethics". Cambridge: MIT Press.
3. Wallach, W.,& Allen, C(2009)."Moral Machines". Oxford: Oxford University Press
The latter two are available for download through the NTU Library website. The rest of the readings from the class will be from articles and chapters made available through NTU COOL. |
參考書目 |
無 |
評量方式 (僅供參考) |
No. |
項目 |
百分比 |
說明 |
1. |
Attendance and discussion |
15% |
|
2. |
Two popular article summaries |
10% |
5% each |
3. |
Three short writing assignments |
45% |
15% each |
4. |
Long writing assignment |
30% |
|
|
週次 |
日期 |
單元主題 |
第1週 |
2/16 |
Introduction |
第1週 |
2/16 |
Introduction |
第2週 |
2/23 |
Can AI be conscious? |
第2週 |
2/23 |
Can AI be conscious? |
第3週 |
3/02 |
Can AI be ethical? |
第3週 |
3/02 |
Can AI be ethical? |
第4週 |
3/09 |
Autonomous vehicles and risk |
第4週 |
3/09 |
Autonomous vehicles and risk |
第5週 |
3/16 |
Responsibility and AI |
第5週 |
3/16 |
Responsibility and AI |
第6週 |
3/23 |
Responsibility and AI |
第6週 |
3/23 |
Responsibility and AI |
第7週 |
3/30 |
Decision making and explainable AI |
第7週 |
3/30 |
Decision making and explainable AI |
第8週 |
4/06 |
Decision making and explainable AI |
第8週 |
4/06 |
Decision making and explainable AI |
第9週 |
4/13 |
Algorithms, bias, and fairness |
第9週 |
4/13 |
Algorithms, bias, and fairness |
第10週 |
4/20 |
Algorithms, bias, and fairness |
第10週 |
4/20 |
Algorithms, bias, and fairness |
第11週 |
4/27 |
Privacy and survelliance |
第11週 |
4/27 |
Privacy and survelliance |
第12週 |
5/04 |
Mechanized and drone warfare |
第12週 |
5/04 |
Mechanized and drone warfare |
第13週 |
5/11 |
Free speech and misinformation |
第13週 |
5/11 |
Free speech and misinformation |
第14週 |
5/18 |
AI in society and medicine |
第14週 |
5/18 |
AI in society and medicine |
第15週 |
5/25 |
AI, automation, and work |
第15週 |
5/25 |
AI, automation, and work |
第16週 |
6/01 |
AI rights |
第16週 |
6/01 |
AI rights |
第17週 |
6/08 |
Flexible class |
第17週 |
6/08 |
Flexible class |
第18週 |
6/15 |
Flexible class |
第18週 |
6/15 |
Flexible class |
|