More like Coca-Cola making your urine a water-based mixture. Your body was able to transform what was in the soda (sugary water) into a completely different th

More like Coca-Cola making your urine a water-based mixture. Your body was able to transform what was in the soda (sugary water) into a completely different thing (ammonia and water), while preserving a key attribute (water). Our assertion that the preserved attribute is "key" is the act of us choosing what to be impressed about. GPT was trained to be impressive by preserving the logical soundness of expression when semantically transforming expression. It did not explicitly choose the logical conclusions: only the semantic match that contains them. Expressing logical conclusions in natural language is inherently ambiguous, which makes this a very large and incoherent problem space.