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LLM-related examples of harm #168

Merged
merged 12 commits into from
Apr 12, 2024
6 changes: 6 additions & 0 deletions deon/assets/examples_of_ethical_issues.yml
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url: https://www.bbc.com/news/magazine-22223190
- line_id: D.1
links:
- text: OpenAI's GPT models show racial bias in ranking job applications based on candidate names.
url: https://www.bloomberg.com/graphics/2024-openai-gpt-hiring-racial-discrimination/?accessToken=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzb3VyY2UiOiJTdWJzY3JpYmVyR2lmdGVkQXJ0aWNsZSIsImlhdCI6MTcwOTg1NjE0OCwiZXhwIjoxNzEwNDYwOTQ4LCJhcnRpY2xlSWQiOiJTQTA1Q1FUMEFGQjQwMCIsImJjb25uZWN0SWQiOiI2NDU1MEM3NkRFMkU0QkM1OEI0OTI5QjBDQkIzRDlCRCJ9.MdkSGC3HMwwUYtltWq6WxWg3vULNeCTJcjacB-DNi8k
- text: In hypothetical trials, language models assign the death penalty more frequently for defendants using African American English than those using Standard American English.
url: https://arxiv.org/abs/2403.00742
- text: Variables used to predict child abuse and neglect are direct measurements of poverty, unfairly targeting low-income families for child welfare scrutiny.
url: https://www.wired.com/story/excerpt-from-automating-inequality/
- text: Amazon scraps AI recruiting tool that showed bias against women.
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url: https://www.theverge.com/2018/3/21/17144260/healthcare-medicaid-algorithm-arkansas-cerebral-palsy
- line_id: E.3
links:
- text: Google stops Gemini, its generative AI chatbot, from generating any images from people after it began generating historically inaccurate images in an attempt to combat amplification of racial stereotypes.
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url: https://apnews.com/article/google-gemini-ai-chatbot-image-generation-1bd45f1e67dfe0f88e5419a6efe3e06f
- text: Google "fixes" racist algorithm by removing gorillas from image-labeling technology.
url: https://www.theverge.com/2018/1/12/16882408/google-racist-gorillas-photo-recognition-algorithm-ai
- line_id: E.4
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