This lecture explores the critical aspects of security, privacy, and ethical considerations surrounding large language models (LLMs). As these powerful AI systems become increasingly prevalent in our daily lives, it's essential to understand their potential impacts on society.
Ethical theories: major moral frameworks
Some ethical concerns with LLMs
Bias and Fairness in LLMs
Privacy and Data Security
Misinformation and Disinformation in LLMs
Accountability
LLM and copyright
Reliability
LLMs and decisions
Automated Research
Access and inequality
Resource costs of AI
Conclusion