Chapter 8: Advanced Usage and Best Practices - Githubissues

iksnae / actual-intelligence

A practical, non-technical guide to using AI tools like ChatGPT in everyday life

MIT License

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Chapter 8: Advanced Usage and Best Practices #10

Closed iksnae closed 3 months ago

iksnae commented 3 months ago

Overview

Create Chapter 8 covering advanced techniques, best practices, and troubleshooting strategies for getting the most out of AI tools.

Sections to Write

[ ] Advanced Prompting Techniques
[ ] Managing Context and Conversation Flow
[ ] Fact-Checking and Verifying AI Outputs
[ ] Recognizing and Avoiding AI Hallucinations
[ ] Activities: Troubleshooting common AI challenges

Key Points to Include

Advanced prompt engineering techniques beyond the basics
Methods for maintaining context in long AI conversations
Strategies for effectively managing conversation history
Techniques for validating and fact-checking AI-generated content
Ways to identify and address AI hallucinations or fabrications
Approaches to troubleshooting common AI issues
Balancing efficiency with quality in AI interactions

Activities to Develop

"Context Master" - Exercises for managing multi-turn conversations
"Fact-Check Protocol" - Developing a system for verifying AI outputs
"Hallucination Hunter" - Learning to identify when AI is making things up
"Troubleshooting Guide" - Decision tree for addressing common AI problems
"Advanced Prompt Lab" - Experimenting with sophisticated prompting techniques

Additional Notes

Include real examples of both successful and problematic AI interactions
Provide strategies applicable across multiple AI tools
Consider both technical and non-technical troubleshooting approaches
Address ethical considerations in advanced AI usage
Include tips for handling sensitive or complex topics
Emphasize critical thinking skills when working with AI

Definition of Done

Complete draft of all sections
Advanced prompting technique guide with examples
Context management strategies with demonstrations
Comprehensive fact-checking framework
Guide to identifying and addressing hallucinations
Troubleshooting decision tree for common issues
Collection of case studies showing problem resolution
Review by at least three experienced AI users