5 Types of bias and how to eliminate them in your machine learning project

Related to bias - I recently installed the plugin from https://mycognitivebias.com/ which explains a cognitive bias each time I open a new tab.

I cannot proclaim that this has altered my work or personal life yet, but it has opened my eyes to the number of them and the wide circumstances in which they occur.

Don't you think that these types of bias are in conflict? for example, The Compas example and exclusion bias?