What's the Central Case in the Timnit Gabre Story?

The central case in the timnit gabrew story is that here you have an a i expert, a computer scientists who looks at the harms and the risks that come from artificial intelligence. She's working at google at this time, and raised some concerns to the company about their large language models. And ultimately she claims to have been fired. Google claims that she had resigned. But the bottom line is, they parted ways. The coal call for this case is, was this situation doomed from the start? Do you need an outsider to insure that biases are not embedded in your system and your training mechanisms? Ye, you know, this rass s we've heard a lot about gog