CONCEPT
AI-Augmented Deliberate Practice
The deliberate construction of AI-assisted practice environments that reverse the default — using the tool to generate difficulty rather than eliminate it, to widen the gap between attempt and solution rather than close it.
The path forward is not refusal of AI tools — they are too powerful and too deeply integrated to reject. Nor is it uncritical adoption, which produces the decoupled condition in which practitioners become more productive and less expert simultaneously. The path forward is design: the deliberate construction of practice environments in which AI tools amplify the conditions for representational growth rather than eliminating them. This requires reversing the tool's default relationship with difficulty. In the default mode, AI handles the difficulty and the human handles the direction. In the developmental mode, AI generates the difficulty and the human handles the struggle. The reversal is not merely a nice idea. It is a specific, designable, implementable approach whose principles can be derived directly from the conditions Ericsson's research identifies as necessary for deliberate practice.
In The You On AI Field Guide
The approach rests on six operational principles. Challenge amplification: instead of using AI to produce