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Digital ethicswashing: a systematic review and a process-perception-outcome framework - AI and Ethics
Digital ethicswashing: a systematic review and a process-perception-outcome framework - AI and Ethics

The term “ethicswashing” was recently coined to describe the phenomenon of instrumentalising ethics by misleading communication, creating the impression of ethical Artificial Intelligence (AI), while no substantive ethical theory, argument, or application is in place or ethicists involved. Ethicswashing resembles greenwashing for environmental issues and has become an issue – particularly since 2019 with Thomas Metzinger’s harsh criticisms as a member of the EU panel for developing ethical guidelines for AI, which he called “ethicswashing.” Nowadays, increased ethics washing has changed the perception of AI ethics, leading critics to find a “trivialization” of ethics that may even lead to “ethics bashing.”

Considering the scattered literature body and the various manifestations of digital ethicswashing, we recognise the need to assess the existing literature comprehensively. To fill this gap, this research systematically reviews current knowledge about digital ethicswashing stemming from various academic disciplines, contributing to an up-to-date assessment of its underlying characteristics. Applying content analysis to map the field leads us to present five thematic clusters: ethicswashing, ethics bashing, policymaking and regulation, watchdogs, and academia.

In conclusion, we synthesise ethicswashing along a process-perception-outcome framework to provide future research to explore the multiple meanings of digital ethicswashing.

The term “ethicswashing” was recently coined to describe the phenomenon of instrumentalising ethics by misleading communication, creating the impression of ethical Artificial Intelligence (AI), while no substantive ethical theory, argument, or application is in place or ethicists involved. Ethicswashing resembles greenwashing for environmental issues and has become an issue – particularly since 2019 with Thomas Metzinger’s harsh criticisms as a member of the EU panel for developing ethical guidelines for AI, which he called “ethicswashing.” Nowadays, increased ethics washing has changed the perception of AI ethics, leading critics to find a “trivialization” of ethics that may even lead to “ethics bashing.” Considering the scattered literature body and the various manifestations of digital ethicswashing, we recognise the need to assess the existing literature comprehensively. To fill this gap, this research systematically reviews current knowledge about digital ethicswashing stemming from various academic disciplines, contributing to an up-to-date assessment of its underlying characteristics. Applying content analysis to map the field leads us to present five thematic clusters: ethicswashing, ethics bashing, policymaking and regulation, watchdogs, and academia. In conclusion, we synthesise ethicswashing along a process-perception-outcome framework to provide future research to explore the multiple meanings of digital ethicswashing.
·link.springer.com·
Digital ethicswashing: a systematic review and a process-perception-outcome framework - AI and Ethics
AI Ethics, Ethics Washing, and the Need to Politicize Data Ethics
AI Ethics, Ethics Washing, and the Need to Politicize Data Ethics
Many commercial actors in the tech sector publish ethics guidelines as a means to ‘wash away’ concerns raised about their policies. For some academics, this phenomenon is reason to replace ethics with other tools and methods in an attempt to make sure that the tech sector does not cross any moral Rubicons. Others warn against the tendency to reduce a criticism of ‘ethics washing’ into one of ethics simpliciter. In this essay, I argue firstly that the dominant focus on principles, dilemmas, and theory in conventional ethical theories and practices could be an explanation of it lacking resistance to abuse by dominant actors, and hence its rather disappointing capacity to stop, redirect, or at least slow down big tech’s course. Secondly, drawing from research on casuistry and political philosopher Raymond Geuss, this essay will make a case for a question, rather than theory or principle-based ethical data practice. The emphasis of this approach is placed on the acquisition of a thorough understanding of a social-political phenomenon like tech development. This approach should be replenished with one extra component to the picture of the repoliticized data ethics drawn so far: the importance of ‘exemplars,’ or stories. Precisely the fact that one should acquire an in-depth understanding of the problem in practice will also allow one to look in the past, present, or future for similar and comparable stories from which one can learn.
·link.springer.com·
AI Ethics, Ethics Washing, and the Need to Politicize Data Ethics
AN ETHICAL WIN-WIN-WIN
AN ETHICAL WIN-WIN-WIN
Explore the synergy between consequentialism, virtue ethics, and deontology, revealing how these ethical frameworks can coexist and enhance moral understanding.
·nonzerosum.games·
AN ETHICAL WIN-WIN-WIN
Copyright Cases Should Not Threaten Chatbot Users’ Privacy
Copyright Cases Should Not Threaten Chatbot Users’ Privacy
Like users of all technologies, ChatGPT users deserve the right to delete their personal data. Nineteen U.S. States, the European Union, and a host of other countries already protect users’ right to delete. For years, OpenAI gave users the option to delete their conversations with ChatGPT, rather...
·eff.org·
Copyright Cases Should Not Threaten Chatbot Users’ Privacy
Loman | The 24/7 AI Phone Agent for Restaurants
Loman | The 24/7 AI Phone Agent for Restaurants
Revolutionize your restaurant's customer service with Loman.ai: the AI-powered phone agent. Available 24/7, Loman takes orders, books reservations, and answers inquiries with unmatched efficiency and at a fraction of the cost. Elevate your customer experience today.
·loman.ai·
Loman | The 24/7 AI Phone Agent for Restaurants
Perplexity
Perplexity
Perplexity is a free AI-powered answer engine that provides accurate, trusted, and real-time answers to any question.
·perplexity.ai·
Perplexity
Stop Talking about AI-Proofing Courses
Stop Talking about AI-Proofing Courses
As a new semester approaches, I am reviewing applications to my advanced writing course while trying to plan a campus-wide summit on the challenges generative AI poses to pedagogy. Several of these…
·markcmarino.medium.com·
Stop Talking about AI-Proofing Courses
Best AI Prompt Galleries for Teachers
Best AI Prompt Galleries for Teachers
Discover the best AI prompt galleries for teachers in 2025. Save time, spark creativity, and enhance learning with curated, teacher-tested AI prompts.
·kangaroos.ai·
Best AI Prompt Galleries for Teachers
How to write books using ChatGPT-4o
How to write books using ChatGPT-4o
Learn how to use the latest flagship AI model from OpenAI ChatGPT-4o to write complete and entire books using prompts to structure the story
·flip.it·
How to write books using ChatGPT-4o
Beyond Prompts—Critical Thinking Is Your Edge
Beyond Prompts—Critical Thinking Is Your Edge
Discover how critical thinking evolves in the age of AI. Learn tips to collaborate with AI, refine outputs, and harness the uniquely human advantage in an AI-driven world
·forbes.com·
Beyond Prompts—Critical Thinking Is Your Edge