FoundationsAIEthics2023.pdf
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This document provides an introduction to AI ethics, including strategic pillars and enablers of AI development in Malta. It discusses the Moral Machine test for exploring ethical dilemmas around autonomous vehicles, and issues in AI like ensuring inclusive and unbiased behavior from models and data. The document proposes dividing a class into groups to debate questions around the purpose and development of AI, and defines ethics in AI as regulating technological behavior. It also includes exercises generating image captions from neural networks and recommends further reading on ethical and trustworthy AI.
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FoundationsAIEthics2023.pdf
- 1. Dr V. Camilleri - vanessa.camilleri@um.edu.mt January 2023 Foundations of Ai Introduction to AI Ethics
- 4. Strategic Pillars & Enablers https://malta.ai/wp- content/uploads/ 2019/11/ Malta_The_Ultimate_AI_ Launchpad_vFinal.pdf
- 7. Take the Moral Machine Judgment test: http://moralmachine.mit.edu
- 12. Harm?
- 14. Ethics in AI: a set of decision paths (the conduct) that would regulate the behaviour of the technology good but too simplistic!
- 15. How AI sees the world
- 16. Issues in AI • Datasets, models & predictions • Safety, malicious use, human-ai interaction, privacy & agency • Automation, job loss, democracy & human-human interaction • Human-like cognitive abilities, control & robot rights
- 17. Exercise: Create a Caption… an airplane is parked on the tarmac at an airport Source: Karpathy & Fei Fei 2015
- 18. Exercise: Create a Caption… A woman sitting on a couch with a laptop Source: Google Show & Tell Deep Network
- 19. Exercise: Create a Caption… a group of people standing on top of a snow-covered slope Source: Google Show & Tell Deep Network
- 22. A Class Activity • Let’s divide the class into 2 • One group is advancing ideas, the other has to respond to the ideas (pros vs. cons) • These are the questions: 1. Why are we having AI? (in our company) 2. How can you ensure that the AI behaviour is inclusive? 3. Who gets to de fi ne the value of human life? 4. Is it ok to make a system capable of mimicking human emotion, especially if it’s learning from us in real time? 5. What is the acceptable point at which we’re ok with AI evolving without humans in the loop?
- 23. A reading for you … https://malta.ai/wp- content/uploads/ 2019/10/ Malta_Towards_Ethi cal_and_Trustworthy _AI_vFINAL.pdf