Update README.md

README.md

@@ -2,42 +2,41 @@
 language: en
 license: apache-2.0
 tags:
-  - world-model
-  - rssm
-  - tutoring
-  - predictive-model
-  - pytorch
-  - kat
-  - qri
+- world-model
+- rssm
+- tutoring
+- predictive-model
+- pytorch
+- kat
 library_name: pytorch
 pipeline_tag: reinforcement-learning
 model-index:
-  - name: kat-world-model-rssm-v2
-    results:
-      - task:
-          type: world-modeling
-          name: Tutoring State Prediction
-        metrics:
-          - name: Eval Loss (best)
-            type: loss
-            value: 0.3124
-          - name: Reconstruction Loss
-            type: loss
-            value: 0.1389
-          - name: KL Divergence
-            type: loss
-            value: 0.0104
-          - name: Reward Loss
-            type: loss
-            value: 0.0820
-          - name: Done Loss
-            type: loss
-            value: 0.0640
+- name: kat-wm-rssm
+  results:
+  - task:
+      type: world-modeling
+      name: Tutoring State Prediction
+    metrics:
+    - name: Eval Loss (best)
+      type: loss
+      value: 0.3124
+    - name: Reconstruction Loss
+      type: loss
+      value: 0.1389
+    - name: KL Divergence
+      type: loss
+      value: 0.0104
+    - name: Reward Loss
+      type: loss
+      value: 0.082
+    - name: Done Loss
+      type: loss
+      value: 0.064
 ---
 
-# KAT World Model — RSSM v2 (Tutoring Domain)
+# KAT World Model — RSSM (Tutoring Domain)
 
-A **Recurrent State-Space Model (RSSM)** trained for tutoring state prediction, part of the **KAT (Knight Academic Tutor)** system by [QRI (Qualia Research Institute)](https://qri.bio).
+A **Recurrent State-Space Model (RSSM)** trained for tutoring state prediction, part of the **KAT (Knight Academic Tutor)** system by [Progga AI](https://progga.ai).
 
 ## Model Description
 
@@ -195,7 +194,7 @@ Apache 2.0
 
 ## Author
 
-**Preston Mills** — QRI (Qualia Research Institute)
-- Built with KAT (Knight Academic Tutor) framework
-- Designed by Professor Headmaster Opie (Claude Opus 4.6)
-- February 2026
+**Preston Mills** — Progga AI 
+- Built for KAT-3 framework
+- Designed by Progga AI
+- February 2026