I am keenly interested in encouraging machine intelligence which helps people.
I've created an exploratory HuggingFace project to auto-detect AI mistakes while summarizing and answering questions about peer-reviewed science articles. The point of my prototype is to discover how existing AI tools can detect and mitigate their own hallucinations and errors:
https://huggingface.co/spaces/scottsterling/tell_me_no_lies