LLM-Systems Can Be Untrustworthy

Users may struggle to trust LLMs due to various issues. Models can perpetuate harmful biases and stereotypes, especially in low-resource languages or concerning marginalized groups. Their performance can be inconsistent, leading users to misjudge their capabilities and potentially rely on incorrect information. Overreliance can also lead to users not verifying information or even inheriting biases from the AI.