Large Language Models are not Large Knowledge Models.

The only ‘knowledge’ that can be expected of LLMs is that which has been repeated over and over on thousands of online documents. It is AT BEST a side effect of learning the likely forms of words, sentences, poems, code, and other language structures.

Your hippo test is like checking how clean the exhaust of a car is, to determine how much horse power it may have.