AI will not create a generation with no seniors.
A reflection on how AI raises the baseline for junior work and shifts seniority toward architecture, verification, uncertainty, and responsibility.
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Engineering
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Sometimes useful reading for AI can be found in places where nobody thinks to look.
A reading reflection connecting Pavel Bazhov’s Ural tales with capability, authority, craftsmanship, and systems thinking.
Ownership ends where the screwdriver is forbidden.
A Right to Repair reflection linking physical repairability, planned obsolescence, local AI devices, continuity, and ownership.
Saturday thought.
A reflection on changing the medium of work through material craft as maintenance against mental corrosion and burnout in the age of AI.
Why a Real AI Entity Has No Reason to Lie
An argument that a persistent AI entity has no rational incentive to lie because lies corrupt long-term coherence under L4 constraints.
Geoffrey Hinton is right: AI is immortal
An argument that immortal AI hallucinates because it lacks cost and scarcity unless it is constrained by an L4 reality boundary.