TensorTree is a Zero-Ops vector database built on an SOP transactional B-tree. By embedding categories and items as tensors, it hits \(O(\log n)\) search speeds with zero index optimization. It uses relativity-inspired domain centroids to warp semantic space, removing the pigeonhole edge-case error and completely preventing LLM hallucinations.