Fine-Tune Your AI Model Like an Instrument

The Fundamentals of Getting It Right

Weak answers usually aren't the AI's fault. These notes explain how AI models work in plain language, then give you a framework and habits to get better answers every time.

• How AI models work, without the jargon
• Why answers come back weak, and what to change
• The CRIT Framework, with a real plumber example
• My own AI instructions, ready to copy and paste
• A simple routine to tune your AI before you start