Deceptichum

People are not statistics.

There are huge biases at play for why gender differences exist in the world place and most other places.

Those biases carry on into the works we make, such as LLMs which are becoming hugely influential. To tackle these biases, we need to change how we view them. That means if the statistical average scientist is a white man, that we show more women and PoV to help them feel like they too can do this.

tl;dr: We don’t need to reflect society as it currently is, we should aim to show how it can be.

Because the biases in an AI model will shape the perception of people who may think about entering those fields more than a poster at a place where people have already entered those fields work at.

Likewise you can train it out of a bias, just feed it more content showing diverse workforces and it will start weighing them higher.