Created from Youtube video: https://www.youtube.com/watch?v=eXdVDhOGqoEvideoConcepts covered:environmental costs, unauthorized use, bias in AI, transparency, ethical AI
Sasha Luccioni discusses the immediate, tangible impacts of AI on society and the environment, emphasizing the need for transparency, sustainability, and ethical considerations in AI development. She highlights the environmental costs of training AI models, the unauthorized use of artists' work, and the biases embedded in AI systems, advocating for tools and regulations to mitigate these issues.
Balancing AI Advancements with Ethical and Environmental Responsibility
Concepts covered:AI impacts, environmental costs, sustainability, CodeCarbon, BigScience
The chapter discusses the dual nature of AI, highlighting both its groundbreaking advancements and its potential risks, particularly its environmental impact. The author emphasizes the need for transparency, sustainability, and ethical considerations in AI development, citing tools like CodeCarbon and initiatives like BigScience to mitigate these issues.
Question 1
Tech companies consistently disclose AI's environmental costs.
Question 2
What is a current societal impact of AI?
Question 3
Tech companies aren't measuring or _____ AI's environmental impacts.
Question 4
CASE STUDY: A university is developing a curriculum on AI's societal impacts and wants to include current issues.
All of the following are current AI issues except:
Question 5
CASE STUDY: A research team is developing an AI model and wants to ensure it is ethical and transparent.
Select two correct practices to ensure AI ethics and transparency:
Addressing Bias and Accountability in AI Systems
Concepts covered:AI bias, Stable Bias Explorer, wrongful imprisonment, Have I Been Trained?, legislation
The chapter discusses the pervasive issue of bias in AI models, highlighting real-world consequences such as wrongful accusations and imprisonment. It also introduces tools like the Stable Bias Explorer and "Have I Been Trained?" to help understand and mitigate these biases, emphasizing the need for accessible AI and informed legislation.
Question 6
Biased AI models can lead to wrongful imprisonment.
Question 7
Why is AI accessibility important?
Question 8
Focusing on AI's future existential risks is a distraction from its current, very _____ impacts.
Question 9
CASE STUDY: A university is developing a curriculum to educate students about AI bias and its impacts.
All of the following are correct components except:
Question 10
CASE STUDY: A tech company wants to ensure their AI models are sustainable and respect copyright.
Select two correct actions the company should take:
Created with Kwizie