This case highlights the diagnostic overlap between anti-GAD65 encephalitis and Hashimoto's encephalitis, underscores the importance of comprehensive antibody testing in unexplained encephalopathy, and illustrates the incomplete response to first-line immunotherapy. Here, GAD2 is linked to encephalitis.