Image for post
Image for post

Is Twitter biased against BIPOC? Maybe it’s not what you think it is.

The controversy

Image for post
Image for post
Image for post
Image for post
Image for post
Image for post

Fairness evaluation

Image for post
Image for post
Image for post
Image for post
Pythia’s Fairness monitoring tool

Using explanations to verify bias

Image for post
Image for post
Image for post
Image for post
Image for post
Image for post
Image for post
Image for post
Image for post
Image for post
Scatter-plot showing how the sharpness of an image contributes to the model’s output

Bottomline: is there any discrimination in Twitter’s model?

At Code4Thought we deeply want to help society address the challenges and injustices imposed by automated decision making technology.

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store