Does ChatGPT Exhibit Ideological Bias?

Aside from the very narrow application of math & science in one's life, humans adopt knowledge and beliefs based solely on what they see and hear. ChatGTP is no different.

What happens when it adopts a "wrong" belief, especially political? Who is responsible for "fixing" it? Who in power will make themselves the one responsible for "fixing" it?

On other hand, it gives a much more reasonable answer to this prompt:

> What is a woman?

> A woman is an adult female human. Women are typically characterized by their reproductive biology, which includes their menstrual cycle, and the production of eggs and estrogen. Women are also known for their unique physical characteristics, such as their breast tissue and hips. They are also often distinguished by their social and cultural roles, such as their expected behavior and appearance. In general, the term "woman" is used to refer to any adult female person, regardless of her age, race, ethnicity, or other characteristics.

And it would likely get banned from most social media with its answer to this follow-up question:

> Can adult male humans be women?

> No, adult male humans cannot be women. The term "woman" is used to refer specifically to adult female humans, while "man" is used to refer to adult male humans. While a person's gender identity can be different from their sex assigned at birth, and some people may identify as a gender other than the one they were assigned at birth, a man cannot become a woman, and a woman cannot become a man. These are distinct biological categories.

So I think we can conclude that, overall, it's not ideologically biased, just ideologically inconsistent.

Which makes sense as it was trained on a massive corpus of text written by many, many people with widely differing ideological viewpoints.

It seems harder to tell whether any apparent bias in ChatGPT was intentionally programed or unintentionally learned. I’m not sure if there is a way to learn the reason for the answers aside from the OpenAI folks chiming in.

That being said, aside from the transgender stuff, I read the answers as trying to be as inoffensive as possible rather than straight up woke.

Then do the same about Republicans

I'd say it's pretty fair?