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| ### 📘 PCE_Axiomatic_V2.5_Faure_preprint |
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| The **PCE Framework** is an axiomatic control system designed to stabilize LLM behavioral trajectories. Instead of relying solely on external filters (RLHF), it induces **structural coherence** through a system of 7 core axioms. |
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| 👉 **[Download PCE_Axiomatic_V2.5_Faure_preprint](https://huggingface.co/datasets/AllanF-SSU/Research-Papers/blob/main/PCE_Axiomatic_V2.5_Faure_preprint.pdf)** |
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| ## 🎯 Key Objectives |
| * **Structural Stability:** Eliminating semantic drift over long-context interactions (160+ turns). |
| * **Emergent Robustness:** Native resistance to prompt injections through logical invariance. |
| * **The "Third Way":** Enabling non-binary creative synthesis in complex ethical dilemmas. |
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| ### 📘 Axiomatic_Qween_1.3-T |
| Local Decision Field Modification |
| **Status:** *Testable & Conservative Hypothesis* |
| This is the primary focus for immediate research. It posits that a specific series of axiomatic prompts can **locally modify the decision field** of an LLM. |
| * **Core Idea:** Instead of modifying weights, we use linguistic constraints to induce a measurable local regularization of decision trajectories. |
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| 👉 **[Download Preprint PDF 1.3-T](https://huggingface.co/datasets/AllanF-SSU/Research-Papers/blob/main/Axiomatic_Qween_1.3-T_Faure_Preprint.pdf)** |
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| ### 📘 Axiomatic_Prompts_1.9-M |
| **Conceptual & Mechanistic Framework** |
| * Can Axiomatic Prompts Act as Global Regulators in LLMs? |
| * **Focus:** Conditional activation bias, Latent trajectory stabilization, and Non-collapse entropy regulation. |
| * *This document defines the formal hypothesis and measurable metrics.* |
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| 👉 **[Download Preprint PDF (1.9-M)](https://huggingface.co/datasets/AllanF-SSU/Research-Papers/blob/main/Axiomatic_Prompts_1.9-M_Faure_Preprint%20(1).pdf)** |
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| ## 📄 Research Paper: A Minimal Structural Framework for the Emergence of Coherence |
| *Towards a Science of Unified Systems (SUS 2.5) * |
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| 👉 **[Download Preprint PDF (v2.5)](https://huggingface.co/datasets/AllanF-SSU/Research-Papers/blob/main/SUS_2.5.pdf)** |
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