As mathematics is logical and unbiased, the AI models it produces will

Images can be manipulated to fool a Neural Network into thinking the image shows something else

Facial Recognition systems are often trained on pictures of celebrities scraped from the internet. What would be a valid concern about this?

If chatroom conversations that included (amongst many others) extremist anti-immigration forums where used to train an automated product review system. Would there be an issue