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MetaCognitionEngine

Metacognition Engine project is a React-based implementation of the "Metacognition" decision frameworks demonstrated by Satya Nadella (https://www.youtube.com/watch?v=SEZADIErqyw). It orchestrates multiple AI agents (The Visionary, The Skeptic, The Historian) to debate and synthesize improved decision-making.

A full-stack agentic AI implementation inspired by Satya Nadella's "Metacognition" demo.

📁 Repository Contents

App.jsx: The primary React application. Features multi-agent debate, Text-to-Speech (TTS), and Image generation via Gemini.

infographic.html: A single-page data visualization of the framework's internal logic.

strategy_report.md: Deep dive into the "Chain of Debate" architecture.

🛠️ Tech Stack

Framework: React + Vite

AI Models: Gemini 2.5 Flash (Text), Imagen 4.0 (Images), Gemini TTS (Audio)

Styling: Tailwind CSS

Icons: Lucide React

Viz: Chart.js

🚀 Setup Instructions

Initialize a Vite project: npm create vite@latest . -- --template react

Install dependencies: npm install lucide-react chart.js

Replace the contents of src/App.jsx with the provided App.jsx code.

Copy infographic.html and strategy_report.md to your root directory for documentation.

Run development server: npm run dev

Developed for the AI Metacognition Demo 2024-2025.

About

Metacognition Engine (Satya's AI Council) This project is a React-based implementation of the "Metacognition" decision frameworks demonstrated by Satya Nadella (https://www.youtube.com/watch?v=SEZADIErqyw). It orchestrates multiple AI agents (The Visionary, The Skeptic, The Historian) to debate and synthesize improved decision-making.

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