From Automation to Augmentation: AI Coaches That Amplify Expertise
summary
Covers limits of generative AI for long-term skill formation and presents a design approach that segments work into cognitive phases—expanding options, structuring and interrogating ideas, and deliberate execution—to support human reasoning. Describes and demos interactive AI coaches as a concrete implementation to augment expertise rather than replace it, referencing research from Anthropic and historical thinkers like Engelbart and Licklider.
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