Lesson 4: Ethical Implications of AI, Blockchain, and NFTs shifts from "what can we build?" to "should we build it?"—equipping you with the critical framework for responsible innovation.
You will analyze equity and the digital divide, confronting barriers like offline populations, prohibitive gas fees, technical literacy requirements, and governance plutocracy, while learning concrete strategies for inclusive design.
You will compare the environmental impact of Proof-of-Work chains like Bitcoin (energy comparable to entire countries) against Proof-of-Stake chains like modern Ethereum (99.9% energy reduction after The Merge), learning to spot greenwashing and make responsible chain choices. You will explore responsible AI development through EU principles, applying them to AI-generated NFTs, autonomous AI agents, and AI in DAO governance. Finally, you will distinguish NFT token ownership from intellectual property rights, analyzing real-world cases of unauthorized minting and misleading licenses.
Through an article analysis and case study review, you will complete a final short essay (500-600 words) evaluating a youth-led NGO's NFT fundraising project, weighing PoS versus PoW environmental trade-offs and proposing three equity strategies for accessible token sales.
Equity and the digital divide.pptx by Jovan Karamachoski
Scenario: Your volunteer organization wants to issue NFTs as proof of attendance for your workshops. Many participants are low-income, have basic phones, and limited technical experience.
Questions:
Share with a partner, then we'll discuss as a group.
Environmental impact - Proof-of-Work vs. Proof-of-Stake.pptx by Jovan Karamachoski
Reading Analysis (20 minutes)
Read: European Environment Agency (EEA) article on blockchain and the environment
Link: https://www.eea.europa.eu/en/analysis/publications/blockchain-and-the-environment
After answering the questions
Lets discuss the positive uses and negative impact of the Blockchain, and propose solutions & mitigations
Responsible AI development.pptx by Jovan Karamachoski
NFTs and intellectual proterty.pptx by Jovan Karamachoski
Case Study Analysis (15 minutes) In small groups (3-4 people)
Write 500 words (max. 600 words)
Optional, self-check quiz to test your understanding (Not Graded)