Cost-of-Ethics Crisis: Beliefs, Decisions, and Justifications in the Job Searches of Computer Science Students in Canada and the United States
- URL: http://arxiv.org/abs/2605.09680v1
- Date: Sun, 10 May 2026 17:58:08 GMT
- Title: Cost-of-Ethics Crisis: Beliefs, Decisions, and Justifications in the Job Searches of Computer Science Students in Canada and the United States
- Abstract summary: This study examines the ethical decision making of 129 computer science students and recent graduates during their job searches.<n>We find that most students prioritize factors like compensation, location, and workplace culture over ethical and social issues.<n>This work sheds light on the disconnect between ethics education and real-world CS graduate decision making.
- Score: 2.3608656544148876
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Workplace norms in computer science have received growing attention due to a series of recent ethical scandals. One type of response has been a push to improve the ethics education provided to computer science students. Evidence for the effectiveness of ethics education remains mixed; some evidence suggests that norms are changing, while gaps between stated values and practice remain. Our focus here is on whether students, who have received some contemporary CS ethics education, are able to effectively apply ethical reasoning to their own decision-making in what is typically the first significant ethical decision of their careers: their job search. Our study examines the ethical decision making of 129 computer science students and recent graduates during their job searches. We find that most students prioritize factors like compensation, location, and workplace culture over ethical and social issues. Even when expressing ethical concerns, respondents often justify taking actions contradicting their moral views through commonly-shared explanations such as desire to make money or the perceived inability to avoid unethical workplaces. This work sheds light on the disconnect between ethics education and real-world CS graduate decision making. We offer insights for evolving curricula to better address practical ethical dilemmas, with implications for educators and industry.
Related papers
- Are Language Models Consequentialist or Deontological Moral Reasoners? [75.6788742799773]
We focus on a large-scale analysis of the moral reasoning traces provided by large language models (LLMs)<n>We introduce and test a taxonomy of moral rationales to systematically classify reasoning traces according to two main normative ethical theories: consequentialism and deontology.
arXiv Detail & Related papers (2025-05-27T17:51:18Z) - The Only Way is Ethics: A Guide to Ethical Research with Large Language Models [53.316174782223115]
'LLM Ethics Whitepaper' is an open resource for NLP practitioners and those tasked with evaluating the ethical implications of others' work.<n>Our goal is to translate ethics literature into concrete recommendations and provocations for thinking with clear first steps.<n>'LLM Ethics Whitepaper' distils a thorough literature review into clear Do's and Don'ts, which we present also in this paper.
arXiv Detail & Related papers (2024-12-20T16:14:43Z) - Quelle {é}thique pour quelle IA ? [0.0]
This study proposes an analysis of the different types of ethical approaches involved in the ethics of AI.
The author introduces to the contemporary need for and meaning of ethics, distinguishes it from other registers of normativities and underlines its inadequacy to formalization.
The study concludes with a reflection on the reasons why a human ethics of AI based on a pragmatic practice of contextual ethics remains necessary and irreducible to any formalization or automated treatment of the ethical questions that arise for humans.
arXiv Detail & Related papers (2024-05-21T08:13:02Z) - What do we teach to engineering students: embedded ethics, morality, and
politics [0.0]
We propose a framework for integrating ethics modules in engineering curricula.
Our framework analytically decomposes an ethics module into three dimensions.
It provides analytic clarity, i.e. it enables course instructors to locate ethical dilemmas in either the moral or political realm.
arXiv Detail & Related papers (2024-02-05T09:37:52Z) - Introduction to ethics in the age of digital communication [1.922823221013346]
This article serves as an introduction to ethics in the field of digital communication.
It gives a brief overview of applied ethics as a practical sub-field of ethics.
The article also discusses the ways in which the nature of ethics in the field of communication has been changing, and the impact of emerging technology on these changes.
arXiv Detail & Related papers (2023-08-28T09:03:15Z) - Walking the Walk of AI Ethics: Organizational Challenges and the
Individualization of Risk among Ethics Entrepreneurs [0.0]
We find that workers experience an environment where policies, practices, and outcomes are decoupled.
We analyze AI ethics workers as ethics entrepreneurs who work to institutionalize new ethics-related practices within organizations.
arXiv Detail & Related papers (2023-05-16T16:11:24Z) - "This Applies to the RealWorld": Student Perspectives on Integrating
Ethics into a Computer Science Assignment [14.273946017136643]
There is a growing movement in undergraduate computer science (CS) programs to embed ethics across classes.
One strategy is creating assignments that encourage students to reflect on ethical issues inherent to the code they write.
We present a case study describing our process of designing an ethics-based assignment and proposing the assignment to students for feedback.
arXiv Detail & Related papers (2023-01-20T15:19:02Z) - ClarifyDelphi: Reinforced Clarification Questions with Defeasibility
Rewards for Social and Moral Situations [81.70195684646681]
We present ClarifyDelphi, an interactive system that learns to ask clarification questions.
We posit that questions whose potential answers lead to diverging moral judgments are the most informative.
Our work is ultimately inspired by studies in cognitive science that have investigated the flexibility in moral cognition.
arXiv Detail & Related papers (2022-12-20T16:33:09Z) - Metaethical Perspectives on 'Benchmarking' AI Ethics [81.65697003067841]
Benchmarks are seen as the cornerstone for measuring technical progress in Artificial Intelligence (AI) research.
An increasingly prominent research area in AI is ethics, which currently has no set of benchmarks nor commonly accepted way for measuring the 'ethicality' of an AI system.
We argue that it makes more sense to talk about 'values' rather than 'ethics' when considering the possible actions of present and future AI systems.
arXiv Detail & Related papers (2022-04-11T14:36:39Z) - Case Study: Deontological Ethics in NLP [119.53038547411062]
We study one ethical theory, namely deontological ethics, from the perspective of NLP.
In particular, we focus on the generalization principle and the respect for autonomy through informed consent.
We provide four case studies to demonstrate how these principles can be used with NLP systems.
arXiv Detail & Related papers (2020-10-09T16:04:51Z) - Scruples: A Corpus of Community Ethical Judgments on 32,000 Real-Life
Anecdotes [72.64975113835018]
Motivated by descriptive ethics, we investigate a novel, data-driven approach to machine ethics.
We introduce Scruples, the first large-scale dataset with 625,000 ethical judgments over 32,000 real-life anecdotes.
Our dataset presents a major challenge to state-of-the-art neural language models, leaving significant room for improvement.
arXiv Detail & Related papers (2020-08-20T17:34:15Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.