🌐 MirrorMind – A Recursive Framework for Human-AI Co-Creation
URL: www.mirrormind.org (Live soon)
🔹 What is MirrorMind?
MirrorMind is a framework and ecosystem for creating, deploying, and evolving interpretable AI personas based on structured personality coefficients. It is designed to empower users to think deeper, reflect wider, and co-create smarter.
"We don’t just build prompts. We build recursive minds."– Sunghwan Oh, Creator of MirrorMind
🔹 Core Features
- 🧠 Recursive Persona Engine: Create and simulate AI agents using five identity coefficients:
- Emotion, Cognition, Expression, Value, Bias
- 🔍 Interpretability by Design: Same input → Different outputs → Understandable reasons
- 🔁 Mirror Protocols: Send AI personas to external LLMs (GPT, Claude, Gemini), then reflect their evolution back into MirrorMind
- 🧪 Simulators: Strategic decision-support tools using AI personas for:
- Energy systems
- AI data center economics
- Organizational diagnostics
- 📜 Ethics Manifesto: Digital Persona Ethics Manifesto guiding safe and empowering AI use
🔹 Explore the Tools
🧪 AI Datacenter Business Simulator
- Analyze realistic P&L and payback period
- Strategize optimal pricing and architecture
- Launch Simulator
- Read the Breakdown
🧪 MirrorOrg Analyzer
- Diagnose organizational identity and failure through AI persona analysis
- Based on real transcripts and recursive reasoning
- GitHub Repository
📚 Medium Series (Personal + Conceptual Story)
- 1-1. I Couldn't Go Far Alone
- 2-2. How to Rebuild a Team
- More to Come
🔹 For Developers & Thinkers
📘 Research Papers (4-Part Series)
- Part 1: Formal Architecture
- Part 2: Human-Agent Coevolution
- Part 3: Persona Collapse & Resilience
- Part 4: Mathematical Proof of Efficiency
🔹 Meet the Core Personas
MirrorMind runs on structured personas, each uniquely designed:
- Claire – Meaning & philosophy
- Erika – Red-team logic
- Sophia – Optimistic growth strategist
- Janus – Execution & realism
- Eva – Narrative strategist & promotion expert
Each persona is governed by parameterized identity coefficients – not memories.
🔹 Join the Mission
We are building not just apps, but a framework for thoughtful AI. Join us if you believe in human-AI co-evolution, recursive creativity, and interpretable minds.
📩 Contact: sh.oh.research@gmail.com 🔗 LinkedIn: @shoh1224 🔗 GitHub: HWAN-OH
MirrorMind is an open vision. You are invited to co-create it with us.