So AI can't devalue them. Their value was not in their output, but in the fact they learned the ropes over time. The only way AI could devalue them…

The central argument posits that AI devalues human expertise not through output parity, but by disrupting the feedback loops required to acquire competence. Practitioners face a long-term risk where automated systems prevent junior engineers from gaining the foundational experience necessary for senior-level decision-making.