Navigating and Tackling AI Bias

Bias in LLMs

Research has established that all LLMs have some sort of encoded human bias, including stereotypes and negative sentiment toward specific groups—especially marginalized minorities. One highly publicized research paper found that “the mix of human biases and seemingly coherent language heightens the potential for automation bias, deliberate misuse, and amplification of a hegemonic worldview.”