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README.md

@@ -34,10 +34,11 @@ The Programming Framework serves as the **foundational meta-tool** of the Copern
 
 - **GLMP (Genome Logic Modeling Project)** - First specialized application demonstrating biological process visualization
 - **Copernicus AI** - Main knowledge engine integrating Framework outputs with AI podcasts and research synthesis
-- **Research Papers Metadata Database** - Planned integration for linking processes to source literature
+- **Knowledge Engine Dashboard** (✅ Implemented December 2025) - Fully operational web interface with knowledge graph visualization, vector search, RAG queries, and content browsing. Processes from Chemistry, Physics, Mathematics, and Computer Science are accessible through the unified dashboard. Live at: https://copernicus-frontend-phzp4ie2sq-uc.a.run.app/knowledge-engine
+- **Research Papers Metadata Database** - Integration for linking processes to source literature (12,000+ papers indexed)
 - **Science Video Database** - Potential integration for multi-modal process explanations
 
-This work establishes a proof-of-concept for AI-assisted process analysis, demonstrating how LLMs can systematically extract and visualize complex logic from textual sources across diverse domains.
+This work establishes a proof-of-concept for AI-assisted process analysis, demonstrating how LLMs can systematically extract and visualize complex logic from textual sources across diverse domains. The Knowledge Engine now provides a unified interface for exploring processes alongside research papers, podcasts, and other content types.
 
 ## 🎯 Overview