Subtle Biases in AI Can Influence Emergency Decisions

Focus: Bias

Source: MIT News

Readability: Intermediate

Type: Website Article

Open Source: Yes

External URL: https://news.mit.edu/2022/when-subtle-biases-ai-influence-emergency-decisions-1216

Keywords: N/A

Learn Tags: AI and Machine Learning Design/Methods Ethics Bias

Summary: AI models used in medicine can suffer from inaccuracies and inconsistencies, in part because the data used to train the models are often not representative of real-world settings. A new MIT study assesses the impact that discriminatory AI models can have, especially for systems that are intended to provide advice in urgent situations.