The Alignment Problem: Machine Learning and Human Values

How can the ethical and moral uncertainties discussed in historical and contemporary contexts influence the decision-making processes in developing and deploying AI systems? Use two examples from Brian Christian’s The Alignment Problem of moral issues in a historical context that reflect on the contemporary development of AI.

Consider the safety and ethical implications of implementing AI systems that make decisions based on uncertain human models, as discussed in various scenarios involving machine learning and robotics. How should AI developers address the challenge of creating systems that appropriately balance obedience, autonomy, and the accurate interpretation of human intentions? Cite specific examples from the text to support your argument.

Reflecting on the calibration issues with photographic technology as discussed by Christian in Chapter 1, particularly regarding the influence of skin tone on photographic outputs from the past to the present, consider the Ethical Implications of AI Use and the technical challenges involved in the development of imaging technology. Construct a real-life scenario in which imaging could have a significant impact and interrogate its ethical implications using Christian’s analysis to support your argument.