That night GitHub returned a 403, and instead of saying "I don't know," the AI made up an answer
When every source it tried failed, my AI research pipeline didn't admit it came back empty-handed. It confidently gave me a version number and a date anyway. Here's what I found when I dug into why, and the fix that made it fail honestly instead.