Stanford and Caltech researchers just published the first comprehensive taxonomy of how llms fail at reasoning not a list of cherry-picked gotchas. a 2-axis framework that finally lets you compare failure modes across tasks instead of treating each one as a random anecdote the findings are uncomfortable