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Welcome | Guided Learning Paths

1

Welcome to the StarphiX Knowledge Center!

The Story of AI: Past, Present, & Future

1

Pillar I: 📖

🧭 Curated Learning Paths

3

The Learning Path for the Student & Creative 🎨
The Learning Path for the Developer & Tech Enthusiast 💻
The Learning Path for the Business Owner & Professional 💼

📜 A Brief History of AI

5

The Transformer Revolution: The Architecture That Changed Everything 🧠
The Rise of Machine Learning: A New Paradigm 📈
The AI Winters: When Promises Outpaced Reality ❄️
The Dartmouth Workshop: The Birth of a Field 💡
The Dream of an Artificial Mind: AI’s Philosophical Origins 🏛️

🌍 The AI Landscape Today

3

An Overview of AI’s Impact on Modern Work & Creativity 💼
Generative AI vs. Traditional AI: What’s the Difference? ↔️
Why Now? Understanding the Current AI Boom 💥

🔭 The Future of AI: The Next Frontier

4

An Introduction to AI Ethics & Responsible Development ⚖️
An Introduction to AI Ethics & Responsible Development ⚖️
AI for Good: The Role of AI in Science, Medicine, and Climate Change ❤️
The Quest for AGI: What is Artificial General Intelligence? 🤖

⚙️ The Technology Stack Explained

3

The Hardware Layer: Why GPUs are the Engine of AI ⚙️
The Model Layer: Understanding LLMs, Diffusion Models, and Agents 🧠
The Platform Layer: How APIs and No-Code Tools Connect Everything 🔗

🏢 The Ecosystem: Major Players & Platforms

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Major Players & Platforms 🏢

🛠️ Practical Use Cases by Profession

4

For the Small Business Owner: 5 High-Impact Automations to Implement Today 🧑‍💼
For the Consultant or Coach: Streamlining Your Client Workflow with AI 🧑‍🏫
For the Creative Professional: Using AI as a Brainstorming Partner, Not a Replacement 🎨
For the Student & Researcher: How to Supercharge Your Learning with AI 🧑‍🎓

The Library: Resources & Reference

3

The Archive of Seminal Papers 📜
Glossary of AI Terms 📖
The Directory of Tools & Frameworks 🧰

🧠 The Philosophy of AI Sovereignty

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Why Local AI is the Future of Work and Creativity 🚀
Data Privacy vs. Data Sovereignty: Taking Control of Your Digital Self 🛡️
The Open-Source AI Movement: A Force for Democratization 🌐

🏠 Your First Local AI Lab

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Understanding the Core Components of a Local AI Setup 🖥️
Choosing Your Hardware: A Buyer’s Guide for Every Budget 💰
The Software Stack: A Step-by-Step Installation Guide 💿
Downloading Your First Open-Source Model 🧠
A Guide to Model Sizes: What Do 7B, 13B, and 70B Really Mean? 📏

🏗️ Building with Local AI: Practical Workflows

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Your First Local Automation: Connecting to n8n 🤖
Creating a Private Chat Interface for Your Local Models 💬
The Power of APIs: Connecting Local AI to Other Tools 🔗
Practical Project: Building a Private ‘Meeting Matrix Summarizer’ 📄
Practical Project: Creating a ‘Knowledge-Core Agent’ with Your Own Documents 🧠

🚀 Advanced Concepts & The PaiX Vision

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An Introduction to Fine-Tuning Your Own Models ⚙️
Optimizing Performance: Quantization and Model Pruning Explained ⚡️
The StarphiX Vision: From DIY Homelab to a Professional PaiX Local Workstation ✨

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