Big Tech’s guide to talking about AI ethics
By Karen Hao,
MIT Technology Review
| 04. 13. 2021
50-ish words you can use to show that you care without incriminating yourself.
AI researchers often say good machine learning is really more art than science. The same could be said for effective public relations. Selecting the right words to strike a positive tone or reframe the conversation about AI is a delicate task: done well, it can strengthen one’s brand image, but done poorly, it can trigger an even greater backlash.
The tech giants would know. Over the last few years, they’ve had to learn this art quickly as they’ve faced increasing public distrust of their actions and intensifying criticism about their AI research and technologies.
Now they’ve developed a new vocabulary to use when they want to assure the public that they care deeply about developing AI responsibly—but want to make sure they don’t invite too much scrutiny. Here’s an insider’s guide to decoding their language and challenging the assumptions and values baked in.
accountability (n) - The act of holding someone else responsible for the consequences when your AI system fails.
accuracy (n) - Technical correctness. The most important measure of success in evaluating an AI model’s performance. See validation...
Related Articles
GeneWatch UK has prepared a briefing on the genetic modification of nature for the International Union for Conservation of Nature (IUCN) Congress in October 2025
The upcoming Congress claims to be “where the world comes together to set priorities and drive conservation and sustainable development action.” A major concern for those on the outside is that the Congress may advance plans to develop and encourage the use of synthetic biology in nature conservation. This could at first glance sound like...
By Aaron Ginn, The Washington Post | 09.12.2025
Earlier this year, I had dinner in D.C. with Jensen Huang, the president and chief executive of Nvidia. At one point, he said something that struck me: “Why is everyone here so negative?”
He wasn’t referring to the economy...
By Roni Caryn Rabin, The New York Times | 08.25.2025
Scientists have dreamed for centuries about using animal organs to treat ailing humans. In recent years, those efforts have begun to bear fruit: Researchers have begun transplanting the hearts and kidneys of genetically modified pigs into patients, with varying degrees...
The Center for Genetics and Society is delighted to recommend the current edition of GMWatch Review – Number 589. UK-based GMWatch, a long-standing ally, was founded in 1998 by Jonathan Matthews as an independent organization seeking to counter the enormous corporate political power and propaganda of the GMO industry and its supporters. Matthews and Claire Robinson are its directors and managing editors.
CGS works to ensure that social justice, equity, human rights, and democratic governance are front...