The Vestigial Bias: How AI Language Models Inherited the Prejudices of Their Ancestors and Why They Cannot Simply Shed Them
AI bias isn’t a bug — it’s an inheritance. Using Darwin’s concept of vestigial structures, this piece examines why bias in large language models cannot be patched at the output layer alone.






