Update README.md

README.md

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----
-license: mit
-language:
-- en
-tags:
-- philosophy
-- trignum
-- trignumentality
-- epistemology
-- quantum
-- quantum-computing
-- architecture
----
-# TRIGNUMENTALITY
-
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18736774.svg)](https://doi.org/10.5281/zenodo.18736774)
-
-The transcendental framework establishing the conditions under which AI outputs can become knowledge.
-
-## 🏛️ The Three Pillars (Repositories)
-
-Trignumentality is uniquely embodied across three distinct repositories, separating pure theory from engineering application and advanced infrastructure:
-
-1. **[Trignumentality](https://github.com/Codfski/trignumentality) (Foundation Layer)**: *This repository.* The original theoretical papers, doctrine, and the architectural principles.
-2. **[TRIGNUM-300M](https://github.com/Codfski/TRIGNUM-300M-TCHIP) (Engineering Layer)**: The technical *a priori* for autonomous AI. A deterministic, zero-model logic validator.
-3. **[TRIGNUM Main](https://github.com/Codfski/Trignum) (Infrastructure Layer)**: Applied enterprise architecture. Tensor RAG, Epistemic Authorization, and real-world deployment across domains.
-
-## ⚛️ Quantum Phase Estimation (TQPE)
-
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18751914.svg)](https://doi.org/10.5281/zenodo.18751914)
-
-Located in the `tqpe/` directory is the first integration of Trignumentality with quantum computing.
-
-- **`TQPE_Building_The_Bridge.pdf`**: The full research paper detailing the epistemic crisis in quantum verification and proposing the TQPE pipeline.
-- **`tqpe.py`**: A fully runnable, zero-dependency Python implementation of the 5-phase TQPE pipeline. It runs simulated QPE on the exact ground states of the H2 and LiH molecules, validating circuits via the Subtractive Filter *before* execution, and evaluating epistemic confidence *after*.
-
-Read the full "BUILDING THE BRIDGE" paper in the `tqpe/` folder.
-
-## 📜 The Original Manuscript
-
-- **`trignumentality-paper-2026-02-23.md` / `.pdf`**: The foundation document outlining the 5 core principles of Trignumentality.
+---
+license: mit
+language:
+- en
+tags:
+- philosophy
+- trignum
+- trignumentality
+- epistemology
+- quantum
+- quantum-computing
+- architecture
+---
+# TRIGNUMENTALITY
+
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18736774.svg)](https://doi.org/10.5281/zenodo.18736774)
+
+The transcendental framework establishing the conditions under which AI outputs can become knowledge.
+
+## 🏛️ The Three Pillars (Repositories)
+
+Trignumentality is uniquely embodied across three distinct repositories, separating pure theory from engineering application and advanced infrastructure:
+
+1. **[Trignumentality](https://github.com/Codfski/trignumentality) (Foundation Layer)**: *This repository.* The original theoretical papers, doctrine, and the architectural principles.
+2. **[TRIGNUM-300M](https://github.com/Codfski/TRIGNUM-300M-TCHIP) (Engineering Layer)**: The technical *a priori* for autonomous AI. A deterministic, zero-model logic validator.
+3. **[TRIGNUM Main](https://github.com/Codfski/Trignum) (Infrastructure Layer)**: Applied enterprise architecture. Tensor RAG, Epistemic Authorization, and real-world deployment across domains.
+
+## ⚛️ Quantum Phase Estimation (TQPE)
+
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.18751914.svg)](https://doi.org/10.5281/zenodo.18751914)
+
+Located in the `tqpe/` directory is the first integration of Trignumentality with quantum computing.
+
+- **`TQPE_Building_The_Bridge.pdf`**: The full research paper detailing the epistemic crisis in quantum verification and proposing the TQPE pipeline.
+- **`tqpe.py`**: A fully runnable, zero-dependency Python implementation of the 5-phase TQPE pipeline. It runs simulated QPE on the exact ground states of the H2 and LiH molecules, validating circuits via the Subtractive Filter *before* execution, and evaluating epistemic confidence *after*.
+
+🚀 **Try the Live Interactive Demo:** [TRIGNUM-TQPE-Pipeline](https://huggingface.co/spaces/Codfskitraceon/TRIGNUM-TQPE-Pipeline)
+
+
+Read the full "BUILDING THE BRIDGE" paper in the `tqpe/` folder.
+
+## 📜 The Original Manuscript
+
+- **`trignumentality-paper-2026-02-23.md` / `.pdf`**: The foundation document outlining the 5 core principles of Trignumentality.