The Ladder Is Missing Rungs: Engineering Progression When AI Ate the Middle

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Posted on Fri Oct 30 2026 | 4:30 pm

Alasdair Allan discusses empirical research from METR and Anthropic on AI coding adoption. He explains the "supervision paradox," where reliance on AI tools disrupts junior skill development, risks institutional context loss, and threatens the long-term engineering pipeline needed to oversee autonomous systems effectively.

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