Finding data outside of my own reality bubble

Our reality bubbles sometimes make us oblivious to critical data for fair and safe AI systems. So how might we move outside of our reality bubbles?

How “reality bubbles” blind us to unknowns

We all grow up and live in specific environments, exposing us to certain things and ideas, while keeping us unaware of other things and ideas outside of our life worlds.

The need for datasets with unknowns

When we collect data from outside our own life worlds – data we perhaps didn’t know about before – it becomes easier to identify flaws in our AI systems.

The problem of unknowns in Artificial Intelligence

We want to collect the best data possible for our AI systems to be fair and safe, but what if we simply don’t know about the data we need?