Robert Youssef

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

Stanford and Caltech researchers have published what is described as the first comprehensive taxonomy of LLM reasoning failures, going beyond a simple list to provide structured classification of how large language models fail at reasoning tasks.