The Preamable of LLMs

Before ChatGPT, I was working on a few side ideas with GPT-2 models and opensource projects like Neo. The time spent learning on it paid off as AI ramped into a new trend but one thing that puzzled me then that hasn't been resolved is the information dictator of truth is still elusive to both man and machine. But in mathematical abstractions without physics involved, it seems that this problem has already been solved. Hence, I've coined the term alien logic because abstractions are solutions even though they are not yet graspable to the human intuition.