Ethics Applications

Algorithmic fairness, AI safety, bioethics, climate justice, digital ethics.
TUTORIALS

Ethics Applications

Algorithmic fairness, AI safety, bioethics, climate justice, digital ethics.

AI Alignment as a Principal-Agent Problem

ethics-applications
ai-alignment
principal-agent

Model the AI alignment challenge as a principal-agent game with moral hazard, implementing optimal contract design under limited liability and participation constraints, and analysing how increasing agent capability affects the principal’s ability to maintain alignment in R.

May 8, 2026

Algorithmic fairness through the lens of game theory

ethics-applications
algorithmic-fairness
mechanism-design

Model fairness constraints in algorithmic decision-making as game-theoretic mechanisms. Compare group fairness, individual fairness, and minimax fairness using R implementations and visualise the trade-offs between accuracy and equity across demographic groups.

May 8, 2026

Algorithmic Fairness as a Multi-Stakeholder Game

ethics-applications
algorithmic-fairness
multi-stakeholder-games

Modelling the tension between accuracy, fairness, and regulation as a strategic interaction — implementing fairness criteria, demonstrating impossibility results, and computing Pareto frontiers of accuracy vs fairness.

May 8, 2026

Privacy as a game — strategic information disclosure

ethics-applications
privacy
mechanism-design
regulation

Model privacy decisions as games between users and data collectors, analyse the privacy paradox, simulate equilibrium disclosure under different regulation regimes, and explore mechanism design for truthful privacy-preference elicitation.

May 8, 2026

Surveillance and privacy as a strategic equilibrium

ethics-applications
inspection-games
privacy
surveillance

A game-theoretic analysis of the surveillance-privacy tension modeled as an inspection game between a monitoring authority and citizens, with equilibrium computation, welfare analysis, and interactive visualizations of deterrence thresholds.

May 8, 2026
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