Update LICENSE

LICENSE

@@ -1,58 +1,61 @@
-# Commercial License Agreement: CMS Manhattan JiRack V.1.2  
+# CMS Manhattan JiRack Dense Commercial License (V.1.2)
 
-**Inventor/Licensor:** Konstantin Vladimirovich Grabko  
+**Inventor & Licensor:** Konstantin Vladimirovich Grabko  
+**Organization:** CMS Manhattan  
 **Contact:** grabko@cmsmanhattan.com | +1 (516) 777-0945  
-**Date:** December 21, 2025  
-**Status:** PATENT PENDING / PROPRIETARY TECHNOLOGY  
+**Date:** December 22, 2025  
+**Applicability:** JiRack-7B, JiRack-13B, JiRack-70B (Dense Architecture)
 
 ---
-### 1. LEGAL NOTICE & PATENT STATUS  
 
-NOTICE TO ALL USERS: This repository contains proprietary technology for which patent applications are being prepared or are currently pending ("Patent Pending").  
+## 1. PATENT PENDING NOTICE
+This repository and the underlying JiRack architecture are proprietary technology for which patent applications are currently pending ("Patent Pending"). 
 
-- **No Patenting Rights:**  
-  By accessing, downloading, or using this code, the user ("Licensee") expressly agrees NOT to file any patent applications, utility models, or intellectual property claims based on the methods, architectures (specifically BRE and SWA), or optimizations contained herein.  
-
-- **Prior Art Acknowledgment:**  
-  Any public disclosure or use of this code prior to the official patent grant constitutes an acknowledgment of Konstantin Vladimirovich Grabko’s ownership and established prior art, preserving all of the Licensor’s patent rights.  
+By accessing, downloading, or using the source code or model weights, the User ("Licensee") acknowledges that the **SWA Fusion (SwiGLU-Attention Fusion)** and **BRE (Buffered Routing Embedding)** methods are original inventions of Konstantin Vladimirovich Grabko.
 
 ---
-### 2. Grant of License  
 
-Licensor grants a **non-exclusive, worldwide, royalty-bearing license** to implement, modify, distribute, and commercially exploit the Invention, including:  
+## 2. GRANT OF LICENSE
+Subject to the terms and conditions of this Agreement, the Licensor hereby grants the Licensee a non-exclusive, worldwide, royalty-bearing license to:
+* Use the model for internal research and commercial inference.
+* Integrate the architecture into proprietary software-as-a-service (SaaS) products.
+* Deploy the models on hardware clusters (NVIDIA/AMD ROCm).
+
+---
 
-- Integration into proprietary software-as-a-service (SaaS) platforms.  
-- Deployment in edge-computing hardware and AMD ROCm-based clusters.  
-- Development of **"Derivative Works,"** defined as any software that significantly relies on the BRE or SWA fusion logic.  
+## 3. COMMERCIAL TERMS & ROYALTIES
+Commercial use of this technology is subject to the following financial obligations:
+* **Standard Royalty:** A fee of **5% of Net Revenue** derived from any product or service utilizing the JiRack architecture or its derivative works.
+* **Reporting:** Licensee agrees to provide quarterly revenue reports related to the use of JiRack technology.
+* **Audit Rights:** Licensor reserves the right to audit Licensee’s records annually via an independent third party to verify royalty compliance.
 
 ---
-### 3. Key Technical Components  
 
-| **Component**                        | **Description**                                                                 |
-|--------------------------------------|---------------------------------------------------------------------------------|
-| **Buffered Routing Embedding (BRE)** | Dynamic routing logic maximizing HBM-specific memory pooling.                   |
-| **SwiGLU-Attention (SWA) Fusion**    | Unified compute kernel merging FFN and MHA for efficiency.                      |
-| **Hardware Optimization**            | Optimization stack specifically for ROCm/HIP and non-NVIDIA hardware.           |
+## 4. INTELLECTUAL PROPERTY RESTRICTIONS
+To protect the integrity of the invention, the following restrictions apply:
+* **No Reverse Engineering:** Licensee shall not attempt to decompile, disassemble, or reverse engineer the SWA fusion kernels or BRE routing logic.
+* **No Distillation:** Use of JiRack model outputs to train, fine-tune, or "distill" non-JiRack models is strictly prohibited without a separate "Distillation Waiver" from the Licensor.
+* **No "Patent-Around":** Licensee agrees not to file any patent applications based on optimizations or modifications of the methods described in this repository.
 
 ---
-### 4. Financial Terms  
 
-- **Royalty:** 5% of Net Revenue derived from the commercial use of this Invention.  
-- **Upfront Fee:** Negotiable upon execution for enterprise-scale deployment.  
-- **Audit Rights:** Licensor may verify compliance and revenue reports annually via an independent auditor.  
+## 5. ATTRIBUTION REQUIREMENT
+All commercial applications, websites, or hardware devices powered by this technology must prominently display the following attribution:
+> *"Powered by CMS Manhattan JiRack Technology. Invented by Konstantin Vladimirovich Grabko."*
 
 ---
-### 5. Restrictions  
 
-- **Ethical Use:** Excluded from use in lethal autonomous weapons systems, mass government surveillance, or applications violating international human rights laws.  
-- **No "Reverse" Patenting:** Licensee shall not attempt to "patent-around" this technology.  
-- **Required Attribution:** Commercial products must include the notice:  
-  *"Powered by CMS Manhattan JiRack Technology by Konstantin Vladimirovich Grabko."*  
+## 6. ETHICAL USE CLAUSE
+This license is immediately revoked if the technology is used for:
+* Lethal autonomous weapons systems (LAWS).
+* Unlawful mass government surveillance.
+* Applications that violate international human rights laws.
 
 ---
-### 6. Governing Law & Arbitration  
 
-This agreement is governed by the laws of the State of New York, USA. Disputes shall be settled via binding arbitration in New York City under AAA rules to ensure confidentiality.  
+## 7. GOVERNING LAW
+This agreement is governed by the laws of the **State of New York, USA**. Any disputes shall be resolved through binding arbitration in **New York City** under the rules of the American Arbitration Association (AAA).
 
----  
+---
 
+**Konstantin Vladimirovich Grabko** *Signature via Digital Repository Access*