updated info

README.md

@@ -18,12 +18,6 @@ pipeline_tag: text-generation
 
 # NEXUS — Neural EXecution & Understanding Substrate
 
-**Creator & Lead Contributor:** Brian Langay  
-**Contact:** support@openbnet.com · services@openbnet.cloud  
-**Paper:** [NEXUS: Design, Implementation, and Empirical Evaluation of a Lightweight Neural Controller for LLM Agent Systems](https://github.com/brian-Lab-0/nexus/blob/main/NEXUS_Implementation_Report.pdf)  
-**Code:** [github.com/brian-Lab-0/nexus](https://github.com/brian-Lab-0/nexus)  
-**License:** Apache 2.0
-
 ---
 
 ## Model Description
@@ -180,3 +174,7 @@ Tested on: NVIDIA RTX 4060 Laptop GPU (8 GB VRAM), CUDA 12.8, PyTorch 2.9.1+cu12
 
 *Created and maintained by **Brian Langay** — [support@openbnet.com](mailto:support@openbnet.com) · [services@openbnet.cloud](mailto:services@openbnet.cloud)*  
 *OpenBnet · 2026*
+**Paper:** [NEXUS: Design, Implementation, and Empirical Evaluation of a Lightweight Neural Controller for LLM Agent Systems](https://github.com/brian-Lab-0/nexus/blob/main/NEXUS_Implementation_Report.pdf)  
+**Code:** [github.com/brian-Lab-0/nexus](https://github.com/brian-Lab-0/nexus)  
+**License:** Apache 2.0
+