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README.md

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 # AI Youth Alliance (AIYA) 🌐
 
-Welcome to the official Hugging Face home of the **AI Youth Alliance (AIYA)**. We are a global, student-led open science network operating under the auspices of the **Hey AI! Foundation**, dedicated to advancing learning, problem-solving, and critical AI literacy through transparent, student-curated evaluations and datasets.
+Welcome to the official Hugging Face home of the **AI Youth Alliance (AIYA)** — a global, student-led network dedicated to helping students and schools **learn, lead, and innovate with AI**.
+
+AIYA develops hands-on opportunities for students to build **foundational AI literacy, technical fluency, critical AI literacy, and problem-solving skills** while maintaining agency, authorship, and analytical capacity in learning. Our approach is fundamentally **experiential and student-led**, with structured opportunities to explore the power and pitfalls of AI in the learning environment.
+
+AIYA operates under the auspices of the **Hey AI! Foundation**.
 
 ## 🎯 Our Mission
-AIYA equips students with the foundational AI fluency, technical techniques, and critical literacy essential for career success and personal well-being. We empower students to exert agency in learning and preserve genuine authorship and analytical capacity in an AI-driven world.
 
-> 🔒 **Official Digital Channel Verification:** The AI Youth Alliance operates exclusively through our official domain: **[aiyouthalliance.org](https://aiyouthalliance.org)**. Any external profiles under similar names using other top-level domains (such as `.tech` or `.com`) are entirely unaffiliated with our network.
+AIYA's mission is to equip students with **foundational AI literacy and fluency in essential AI skills and techniques through experiential programming**, while advancing conversations around best practices at and between schools around the world.
+
+We believe students need direct, hands-on opportunities to understand both the capabilities and limitations of AI. AIYA therefore focuses on learning by doing: exploring AI tools, developing technical skills, solving real-world problems, collaborating with peers, and showcasing projects and findings.
+
+Our ultimate aim is to build a vibrant, self-sustaining, student-led community that supports the safe exploration of best practices around cutting-edge uses of AI in learning.
+
+> 🔒 **Official Digital Channel Verification:** AIYA operates exclusively through **aiyouthalliance.org** and its official verified channels. Any external profiles using similar names but operating under other domains are unaffiliated with the AI Youth Alliance.
 
 ---
 
-## 🏛️ Our Academic Forums on Hugging Face
-We provide structured spaces for safe and responsible exploration of and discovery with AI. Our work is distributed across three student-led collaborative forums:
+## 🧠 What AIYA Does
+
+AIYA works with students, faculty, and schools to create structured spaces where students can safely and critically explore artificial intelligence.
+
+Our work emphasizes:
 
-*   **💻 AIYA Coding Forum:** Focused on hands-on software development, foundational machine learning algorithms, and programming custom AI agents.
-*   **📈 AIYA Finance Forum:** Exploring the intersection of AI, economic modeling, financial sentiment analysis datasets, and predictive workflows.
-*   **🗳️ AIYA Democracy and Media Forum:** Dedicated to analyzing, problematizing, and collaborating around the impact of AI on media integrity, misinformation, democratic processes and political outcomes, tracking synthetic media, creating misinformation classification benchmarks, and technical and policy proposals.
+- **AI Literacy:** Understanding what AI can and cannot do through direct experience.
+- **AI Fluency:** Developing practical skills and techniques for working effectively with AI.
+- **Critical AI Literacy:** Evaluating AI outputs, limitations, risks, and implications.
+- **Student Agency & Authorship:** Using AI without surrendering critical thinking, analytical capacity, or genuine authorship.
+- **Experiential Learning:** Learning by doing through hands-on activities, challenges, projects, and collaboration.
+- **Problem-Solving:** Applying AI to real-world questions, problems, and opportunities.
+- **Technical Development:** Exploring coding, AI tools, agents, workflows, models, and applications.
+- **Collaboration:** Building connections among students and schools around the world.
 
 ---
 
-## 📅 Tentpole Global Initiatives
-We bring hands-on experiential AI programming directly into school chapters through three yearly tentpole events:
-1.  **AIYA Literacy Week:** Direct, hands-on challenges and problem sets designed to highlight both the vast capabilities and surprising limitations of AI.
-2.  **AIYA Global Hackathon:** A first-of-its-kind international competition for building apps, models, agents and teams using AI.
-3.  **AIYA Impact Symposium:** A global showcase for creative projects, policy whitepapers, and technical research centered around applicaton of artificial intelligence to real-world problems and endeavors.
+## 🚀 AIYA Programming
+
+AIYA offers **five experiential programs** designed to help students build AI literacy, explore AI tools and resources, apply AI to real-world problems, and showcase individual and group projects.
+
+### 1. 🧠 AIYA Autonomy
+
+AIYA Autonomy develops the cognitive agency, critical autonomy, and genuine authorship students need while consuming and using AI.
+
+Students solve hands-on puzzles and challenges designed to help them understand both the power and limitations of AI while maintaining their own analytical and cognitive capabilities.
+
+### 2. 🔨 AIYA Forge
+
+AIYA Forge is a collaborative, year-long program for students interested in building with AI.
+
+Students explore prompt engineering and AI tools while learning to:
+
+- Write code
+- Build applications
+- Construct AI agents
+- Architect AI workflows
+- Collaborate on group projects
+- Compete in the AIYA Global Hackathon
+- Showcase projects through the AIYA Impact Symposium
+
+### 3. 📈 AIYA Finance
+
+AIYA Finance explores the application of AI and agentic tools to finance.
+
+Students conduct research, enhance analysis, build models, and explore ways to use AI to accelerate decision-making and execution through collaborative and competitive projects.
+
+### 4. 🏛️ AIYA Polis
+
+AIYA Polis examines the impact of AI on **media, democracy, and the political and information environment**.
+
+Students research and analyze emerging challenges and opportunities while developing and discussing potential policy and technology solutions.
+
+### 5. 🌎 AIYA Impact
+
+AIYA Impact showcases innovative AIYA and independent AI projects across disciplines and stages of development.
+
+Students share how they used AI to produce concrete outcomes and results, with selected projects showcased through the **AIYA Impact Symposium**.
 
 ---
 
-## 🤝 Connect with Us
-*   **Official Website:** [aiyouthalliance.org](https://www.aiyouthalliance.org)
-*   **GitHub Organization:** [AIYA-on-GitHub](https://github.com/AIYA-on-Git-Hub)
-*   **Instagram:** [ai.youth.alliance](https://instagram.com/ai.youth.alliance)
-*   **Youtube:** [@AI_Youth_Alliance](https://youtube.com/@AI_Youth_Alliance)
-*   **X (Twitter):** [@AIYA_on_X](https://x.com/AIYA_on_X)
-*   **Kaggle:** [aiyaonkaggle](https://www.kaggle.com/aiyaonkaggle)
-*   **LinkedIn:** [AI Youth Alliance (AIYA)](https://linkedin.com/company/ai-youth-alliance-aiya)
-*   **Contact Email:** info@aiyouthalliance.org
+## 📅 AIYA's Three Tentpole Events
+
+AIYA's experiential programming is anchored by three major events throughout the year.
+
+### AIYA Literacy Week
+
+AIYA Literacy Week kicks off the AIYA season with direct, hands-on AI challenges and problem sets designed to help participants experience AI's vast capabilities and surprising limitations.
+
+### AIYA Global AI Hackathon
+
+The **AIYA Global AI Hackathon** is an international student competition focused on building applications, models, and solutions using AI.
+
+Students collaborate and compete with peers around the world while developing practical AI skills.
+
+### AIYA Impact Symposium
+
+The **AIYA Impact Symposium** is the culminating showcase for AIYA and independent student projects.
+
+Students can submit creative, research, technical, policy, and real-world impact projects that use AI or center AI as their subject.
+
+---
+
+## 🔬 AIYA on Hugging Face
+
+AIYA uses Hugging Face as an official platform for **open-source AI resources, datasets, benchmarks, models, experiments, and student-led technical projects**.
+
+Our Hugging Face work supports AIYA's broader mission of developing practical AI fluency and critical literacy through hands-on exploration and transparent technical work.
+
+Explore our repositories, datasets, models, benchmarks, and other resources through the official **AIYA-on-Huggingface** organization.
+
+---
+
+## 🤝 Connect With AIYA
+
+AIYA's official digital channels are:
+
+- **Official Website:** https://www.aiyouthalliance.org
+- **GitHub:** https://github.com/AIYA-on-Git-Hub
+- **Hugging Face:** https://huggingface.co/AIYA-on-Huggingface
+- **Kaggle:** https://www.kaggle.com/aiyaonkaggle
+- **Instagram:** https://instagram.com/ai.youth.alliance
+- **YouTube:** https://youtube.com/@AI_Youth_Alliance
+- **X:** https://x.com/AIYA_on_X
+- **LinkedIn:** https://linkedin.com/company/ai-youth-alliance-aiya
+- **Contact:** info@aiyouthalliance.org
+
+For official AIYA information, programming, events, and announcements, always verify that you are using **aiyouthalliance.org** or one of the official channels listed above.
+
+---
+
+## 🌐 About AI Youth Alliance
+
+The **AI Youth Alliance (AIYA)** is a global, student-led network dedicated to empowering students and schools to meet the generational challenge of artificial intelligence.
+
+AIYA operates under the auspices of the **Hey AI! Foundation**.
+
+**Official website:** https://www.aiyouthalliance.org
 
 © 2026 AI Youth Alliance & Hey AI! Foundation. All Rights Reserved.