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What AI Learned from Cancer Slides Shocked Researchers
- apothegm 10mo agoClickbait headline, but the article is a fantastic example of one of machine learning’s most common failure modes. This extends to generative models and is another reason to be wary of trusting their output.
- ashirviskas 10mo ago> When FAIR-Path was applied to the tested models, diagnostic disparities dropped by about 88 percent. I have a better model to decrease disparities - just always return False. Equality solved. But I analyzed the data from their github and it seems like it actually improved total model accuracy in most cases. But I had to dig really deep to find it out, unless I missed something in the paper.
- ChrisArchitect 10mo agoSource: https://hms.harvard.edu/news/researchers-discover-bias-ai-models-analyze-pathology-samples https://hms.harvard.edu/news/researchers-discover-bias-ai-mo...