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The AI Architect's avatar

Brillant insight on AI de-skilling. The gap between output and understanding is gonna bite organizations once people need to make judgements without the tool as a crutch. Early adoption without guardrails means teams might look productive in metrics but struggle when critcal thinking is actually required. This is where intentional learning design becomes crucial for long-term capability building.

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