Around a year ago, we noticed a concerning behavior in the LLMs we built agents for data analysis with: when models were asked to make and interpret a plot that showed a counterintuitive trend, the models did not faithfully interpret the plot.
This is a companion discussion topic for the original entry at https://opensource.posit.co/blog/2026-06-19_ai-newsletter/