A senior tech professional reflects on AI compressing decade-built skills in growth, product, and engineering into minutes, threatening knowledge-work leverage and career identity.
Key Takeaways
AI is flattening hard-won seniority signals in growth, marketing, product management, and sales faster than previous waves like cloud or SaaS.
A 22-year-old can produce a “suspiciously solid” version of senior-level output in 14 minutes, not best-in-class but enough to erode specialization premiums.
Productivity gains get absorbed immediately: 10x efficiency yields 10x workload, not reduced hours.
Value is shifting from execution and grinding toward taste, judgment, prioritization, and orchestration, skills that are harder to teach and pattern-match.
The open economic question: if output cost drops while volume rises, what happens to compensation and leverage in knowledge work?
