“LLMs think in text, but true AGI requires the leap of conscious nescience through human cognitive anchoring.” Current LLMs are trapped in interpolation — merely shuffling existing data. This article presents Proof-of-Concept (PoC) simulation to break this loop. The Challenge: Can an AI restricted strictly to pre-1911 data independently derive Albert Einstein’s 1915 General Theory of Relativity without relying on future training data? The HTI(Human-Tuned Interface) Solution: Pas...