ZD_2_17 — AI Alignment & Existential Risk

AI alignment — the challenge of ensuring artificial intelligence systems pursue goals consistent with human values and intentions — has emerged as one of the defining technical and philosophical problems of the 21st cent

ZD_2_09 — Recommender Systems: Collaborative Filtering, Content-Based, and Hybrid Approaches

Recommender systems (RecSys) are algorithms and architectures that predict user preferences and suggest relevant items — products, movies, music, news articles, social media posts, job listings, potential partners — from

P_3_17 — Foucault: Power, Knowledge & Discourse

Michel Foucault (1926–1984) was a French philosopher, historian of ideas, and social theorist whose work on the relationship between power, knowledge, and discourse transformed the humanities and social sciences. His cen

P_2_00 — Ethics Political: Subfolder Summary

ZE_5_00 — Applied Contemporary Ethics: Subfolder Summary

ZE_5_05 — Ethics of Civil Disobedience: Thoreau, Gandhi, King, and Nonviolent Resistance

Civil disobedience — the deliberate, public, nonviolent violation of law undertaken to protest injustice and appeal to the moral conscience of the community — occupies a distinctive position in political ethics. It is no

ZE_5_13 — Ethics of Charity and Philanthropy: Effective Altruism and Duty to Give

The ethics of charity and philanthropy interrogates the moral obligations of the wealthy toward the poor, the effectiveness and legitimacy of charitable giving as a response to poverty, and the emerging movement of effec

ZE_5_10 — Ethics of Silence and Complicity: Bystander Problem and Moral Inaction

Moral inaction — the failure to intervene, speak, or resist in the face of injustice — is one of the most pervasive and consequential forms of ethical failure. The bystander effect, famously studied after the murder of K

ZE_5_02 — Ethics of Cultural Appropriation: Borrowing, Theft, and Appreciation

Cultural appropriation — the adoption of elements (dress, music, cuisine, religious symbols, hairstyles, language) from one culture by members of another, typically from a marginalized or minority culture by members of a

ZE_5_09 — Ethics of Automation and Labor: Displacement, UBI, and Human Purpose

Automation ethics confronts the moral dimensions of technological change that displaces human labor — a process that has accelerated dramatically with advances in artificial intelligence, robotics, and digital platforms.

ZE_4_02 — Ethics of Punishment and Restorative Justice

The ethics of punishment asks what justifies the state in deliberately imposing suffering — imprisonment, fines, community service, or historically corporal and capital punishment — on individuals who violate the law. Fo

ZE_4_13 — Ethics of Wealth and Poverty: Rawls, Nozick, Singer, and Distributive Justice

The ethics of wealth and poverty asks one of the most consequential moral questions: What do the affluent owe the poor? And, more broadly, what constitutes a just distribution of resources? Three towering 20th-century ph

ZE_4_14 — Ethics of Forgiveness: Justice, Mercy, and Transitional Reconciliation

Forgiveness — the decision to release resentment and the desire for retribution toward a wrongdoer — stands at the complex intersection of ethics, psychology, theology, and political theory. Philosophical analysis of for

ZE_0_00 — Ethics & Applied Philosophy: Section Summary

N_5_13 — QAnon: Digital Conspiracy Movement

QAnon is a decentralized digital conspiracy movement originating from anonymous posts on the imageboard 4chan in October 2017, purportedly authored by "Q" — claimed to be a high-level U.S. government official with "Q cle

R_2_12 — Tool Use in Animals: Corvids, Primates, Dolphins, and Cognitive Evolution

Tool use — the employment of an external object to alter the form, position, or condition of another object or organism — was once considered uniquely human, a defining cognitive threshold separating Homo sapiens from al

V_4_25 — Bayesian Inference: Probability as Rational Belief Updating

Bayesian inference — the mathematical framework for updating beliefs in light of evidence using Bayes' theorem — has become one of the most powerful and contested ideas in modern science. Named after Reverend Thomas Baye