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人工智能时代的身份、代理、平等和安全
课程类型:
选修课
发布时间:
2022-01-20 14:17:44
主讲教师:
Hae Chin
课程来源:
建议学分:
3.00分
课程编码:
xtzx1775
课程介绍
课程目录
教师团队
Week 1. History of AI
Intro
(4分钟)
History of Fantasies and Possibilities
(31分钟)
Modern History of AI
(27分钟)
Week 2. What is AI?
How do industry leaders view AI systems?
(43分钟)
What is AI?
(31分钟)
How can "Intelligence" in artificial intelligence be measured?
(27分钟)
Week 3. AI & Employment 1
Intro
(9分钟)
Key Terms and Concepts
(16分钟)
Will AI kill more jobs than it creates?
(27分钟)
Week 4. AI & Employment 2
Wide-ranging Ripple Effects
(8分钟)
Unequal Conditions and Opportunities
(8分钟)
Labor Market Discrimination
(6分钟)
Socio-economic Inequality
(13分钟)
Exploitation of Workers
(13分钟)
Social-Economic Devaluation
(13分钟)
Week 5. AI & Security 1
Security-Relevant Properties of AI
(20分钟)
General Implications for the Threat Landscape
(15分钟)
Week 6. AI & Security 2
Digital Security
(27分钟)
Physical Security
(12分钟)
Political Security
(19分钟)
Week 7. AI & Privacy 1
Intro
(9分钟)
Key Terms and Concepts
(15分钟)
Dangers of Private Data Collection 1
(28分钟)
Dangers of Private Data Collection 2
(18分钟)
Week 8. AI & Privacy 2
Data-Driven Persuasion
(34分钟)
"Big Brother" Surveillance
(21分钟)
Week 10. AI & Bias 1
Intro
(9分钟)
AI Bias: Definitions, Causes, Types
(17分钟)
Areas Affected: Education and Employment
(33分钟)
Week 11. AI & Bias 2
AI Bias in Medicine
(32分钟)
AI Bias in the Criminal Justice System
(23分钟)
AI Bias in the Insurance Industry
(20分钟)
Week 12. AI & Automated Decision Making
What are algorithmic decision systems?
(12分钟)
Benefits and Risks of Algorithmic Decision Systems 1
(7分钟)
Benefits and Risks of Algorithmic Decision Systems 2
(22分钟)
Benefits and Risks of Algorithmic Decision Systems 3
(17分钟)
Week 13. AI & Creativity 1
Can AI learn to be creative?
(19分钟)
AI & Art
(24分钟)
AI & Music
(37分钟)
Week 14. AI & Creativity 2
AI & Film making
(30分钟)
AI & Writing
(33分钟)