Upload README.md with huggingface_hub

README.md

@@ -1,13 +1,28 @@
 ---
-title: DualMind Demo
-emoji: 👀
+title: DualMind — Explore → Examine → Response
+emoji: 🧠
 colorFrom: green
 colorTo: blue
 sdk: gradio
-sdk_version: 6.10.0
-python_version: '3.12'
+sdk_version: 5.9.1
 app_file: app.py
-pinned: false
+pinned: true
+license: apache-2.0
+tags:
+- dualmind
+- convergentintel
+- knowledge-distillation
+- reasoning
+models:
+- reaperdoesntknow/DualMinded-Qwen3-1.7B
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# DualMind — Explore → Examine → Response
+
+One model, two voices. DualMind uses a three-phase cognitive loop where the model explores the problem space, examines its own reasoning, then produces a response. Watch the thinking trace unfold.
+
+Built by [Convergent Intelligence LLC: Research Division](https://huggingface.co/reaperdoesntknow)
+
+- **Paper:** [Three Teachers, One Student: Dual-Cognition Reasoning at 1.7B](https://huggingface.co/reaperdoesntknow/DualMind_Methodolgy) (DOI: 10.57967/hf/8184)
+- **DISC Foundations:** [Discrepancy Calculus](https://huggingface.co/reaperdoesntknow/Discrepancy_Calculus) (DOI: 10.57967/hf/8194)
+- **Collection:** [DualMind Series](https://huggingface.co/collections/reaperdoesntknow/dualmind-69c93f888c6e79ecc69cf41e)