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AI Impact on Professional Roles and Developer Growth Trends

Do you extend that same rationale to, say, marketing roles? Science? Education? Is there a line of expertise that goes away? And what is your data for not having more builders (your last statement) – all codex and Claude code and openclaw signs are pointing in the opposite

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