Jo on FILWD

Interesting. I wonder if 'educating' the LLM first through a persona might help here. For example you could prime it to consider a number of categories of interpretation error: "You are an informed analyst capable of critical thinking and aware of common problems in map and chart interpretation. This includes, but is not limited to, 'regression to the mean', 'epistemic error', 'absolute numbers vs rates', 'the ecological fallacy', 'the modifiable areal unit problem (MAUP)', 'saliency bias' etc. You should also be aware of other common forms of bias in interpretation including those around data sources and who created the chart/map being evaluated." It would be interesting after specifying such a persona, whether you get similar results with your examples. Jo Wood