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Training Wheels Principle for AI Tools

Most people need 'training wheels' (guided workflows, optimized prompts, structured processes) to get professional results from AI tools rather than raw tool access

Decision Rule

When evaluating AI tools, prioritize those that provide guidance and structure over those that offer maximum flexibility but require expertise

How It Works

Raw AI tools require significant prompt engineering and workflow knowledge to produce professional results, while guided tools embed this expertise

Failure Modes

Assuming users want maximum control over ease of use

Underestimating the skill gap in AI tool usage

Focusing on tool capabilities rather than user outcomes

Not providing enough guidance for beginners

Example Decision

Choose a thumbnail optimization agent that analyzes your image and suggests improvements over raw Midjourney access that requires you to craft effective prompts from scratch