AI-Driven Research for One-Person Startups#

Finding AI Business Strategies You Can Execute Alone#

Table of Contents#

1. Introduction: Getting Started

   • The Evolution of AI Technology and the Potential of One-Person Startups

2. Key AI Concepts

   • AI (Artificial Intelligence)
   • Machine Learning and Deep Learning
   • Machine Learning Training Methods
   • LLM (Large Language Models)
   • Fine-tuning
   • RAG (Retrieval-Augmented Generation)
   • Hallucination
   • Explainable AI (XAI)
   • Edge AI, On-Device AI, sLM

3. Key AI Services and Tools

   • Major AI Models and Services
   • Essential Tools for AI Utilization

4. AI Implementation Strategies

   • Practical AI Application in Startups
   • Business Process Optimization

5. Marketing

   • AI-Powered Marketing Strategies
   • Content Generation and Distribution Automation

6. Analysis and Improvement

   • Data Analysis and Insight Generation
   • Continuous Improvement Approaches

7. Conclusion: Final Thoughts

   • The Future of One-Person Startups and AI’s Role

About This Book#

This book contains research on how to operate a startup solo by leveraging AI technology. Written from a developer’s perspective, it covers key AI concepts, available services and tools, and practical implementation strategies.

Target Audience#

• Developers or startup founders with technical backgrounds
• Those who understand server-client architecture and API concepts
• Anyone looking to apply AI technology to their business