Let me guess - in your worldview anyone who does not agree with your definitions is wrong?
Tell me - what would the compression ratio be for a 12B model to accurately contain all possible pictures of signs and notes in the world?
https://www.ibm.com/docs/en/watsonx/saas?topic=atlas-overfitting