Cognitive transformation theory explains how individuals become experts through trial and error learning. People learn from mistakes by updating their mental models based on experiences and pain. As individuals progress in skill development, their mental models become complex and act as shields hindering further improvement unless they consciously reflect on their performance and seek ways to do better. Experts differentiate themselves by constantly questioning and seeking areas for improvement, even when making minimal mistakes.

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