Foundation models such as GPT-4 are fine-tuned to avoid unsafe or otherwise problematic behavior, such as helping to commit crimes or producing racist text. One approach to fine-tuning, called reinforcement learning from human feedback, learns from humans' expressed preferences over multiple outputs. Another approach is constitutional AI, in which the input from humans is a list of high-level principles. But how do we deal with potentially diverging input from humans? How can we aggregate the input into consistent data about "collective" (...) preferences or otherwise use it to make collective choices about model behavior? In this paper, we argue that the field of social choice is well positioned to address these questions, and we discuss ways forward for this agenda, drawing on discussions in a recent workshop on Social Choice for AI Ethics and Safety held in Berkeley, CA, USA in December 2023. (shrink)

Born in China in 551 B.C., Confucius rose from poverty to the heights of his country's ruling class. But then he quit his high post for the life of an itinerant philosopher. "The Analects" collects his teachings on education and government, the definition of nobility, the equality of man, and the right way and purpose of living - ideas that eventually spread to the West and influenced the great thinkers of the Enlightenment. And five centuries before Christ, Confucius set forth (...) his own Golden Rule: "Do not impose on others what you do not wish for yourself.". (shrink)

Bertrand Russell was renowned for his provocative views on education. Considered an educational innovator, Russell attempted to create the perfect learning institution. Despite the failure of this practical vision, it did not stop him from continuing to strive towards inventing and arguing for a system of education free from repression. In _Education and the Social Order_, Russell dissects the motives behind educational theory and practice, and in doing so lays out original and controversial arguments for the reformation (...) of the education of the individual. (shrink)

Part reminiscence, part meditation, Reveries of the Solitary Walker is Rousseau's last great work, the enduring testimony of an alienated person seeking self-knowledge. As he records his walks round Paris, he finds happiness in solitude and nature. The new translation includes an introduction and notes that explore the work and its contexts.

Clinical and philosophical perspectives on key issues and debates in Lacanian psychoanalysis.

The author applies an economic theory of ordinary knowledge—street-level epistemology—to the popular understanding of science. Street-level theory is essentially economic and pragmatic. If it is very costly to learn something, you are less likely to learn it. If you need to know it, you are more likely to find out about it (although what you find out might be wrong). For most of what you know, you essentially rely on others as sources (some of these others might be "experts," but (...) many are not). In general, the ordinary person does not need to know modern physics and cannot be expected to. But most of us generally need medical knowledge on occasion, and we can be expected to go in quest of it. Our primary task in seeking medical knowledge, however, is to settle on whom we count as relevant experts. Key Words: knowledge • epistemology • scientific knowledge • ordinary knowledge. (shrink)

End-of-life debates in medical ethics often centre around several interrelated issues: improving care, avoiding coercion, and recognising the dignity and rights of the terminally ill. Care ethics advocates relational autonomy and non-abandonment. These commitments, however, face system pressures—economic, social and legal—that can be coercive. This article takes up two related aspects in this domain of ethics. Firstly, that competence and communication are core clinical ethics principles that can sidestep the overplayed dichotomies in end-of-life care. And secondly, it questions the assumption (...) that advance directives are universally benevolent—comparing the provisions of the Council of Europe’s 1999 recommendations on protection of human rights and dignity of the dying within the framework of the Irish context. The article also registers the unintended impacts of changing legal frameworks in relation to euthanasia and assisted suicide in Europe, including recent proposals in the Netherlands. A focus on human dignity can provide a theologically and philosophically shared normative orientation that argues for present directives rather than only advance directives, and a presumption in favour of ‘living up to death’. Dignity approaches not only grant rights but secure them by supporting ongoing initiatives that honour, rather than erode, the ‘longevity dividend’. (shrink)

Focusing on theme of power, the book guides you through the sociological and philosophical perspectives that are essential to Jürgen Habermas's political theory. It situates the Habermas' political thinking in relation to key Continental theorists such as Carl Schmitt and Michel Foucault and current debates in political philosophy.

First published in 1996. Routledge is an imprint of Taylor & Francis, an informa company.