AI Needs Curriculum, Not Better Prompts

📰 Dev.to · Jono Herrington

Learn why AI needs a curriculum rather than just better prompts and how this shift in approach can improve AI development

intermediate Published 24 Apr 2026

Action Steps

Recognize the limitations of prompt-based AI development
Develop a curriculum for AI that includes structured learning and feedback mechanisms
Implement a curriculum-based approach to AI development
Evaluate the effectiveness of the curriculum-based approach
Refine the curriculum based on feedback and results

Who Needs to Know This

Developers, data scientists, and AI engineers can benefit from understanding the limitations of prompt-based AI development and the importance of a structured curriculum

Key Insight

💡 AI development should focus on structured learning and feedback rather than relying solely on prompts