When experts analyze figures from scientific papers, they spontaneously offer criticisms and follow up experiments. Can students do the same, if the assignment prompts them to do so? The answer is yes: upper division students critique and offer follow-up experiments, but forming claims consistent with all of the data remains a challenge.