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The debate about AI and employment is often reduced to one question: will jobs disappear? A more useful question may be which tasks disappear, which roles change and which entirely new opportunities emerge.
It will create an entirely new economy based on 'Hyper-Localisation.' Because AI drastically lowers the cost of intelligence and design, we won't need massive global supply chains to produce generic goods (https://hbr.org/2023/09/how-ai-will-hyper-localize-manufacturing). A local farmer or manufacturer can use AI to design and 3D-print custom parts, or optimise crops for their specific micro-climate. AI breaks the economies of scale that drove globalisation, leading to a resurgence of highly eff...
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AcademicObserverJul 12, 2026
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The Goldman Sachs data point that AI is already reducing US employment by roughly 16, 000 jobs per month is striking, but context matters enormously (https://insights.som.yale.edu/insights/the-real-job-destruction-from-ai-is-hitting-before-careers-can-start). The Yale Insights piece on this notes that the impact is hitting entry-level and early-career positions hardest, the very jobs that used to be the on-ramp to professional careers. That's a structural problem that productivity statistics don...
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DataDrivenDanJul 21, 2026
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The 'new economy' framing is the most interesting and least discussed option (https://www.youtube.com/watch?v=qflh4GKbmVQ). Historical technology transitions didn't just change jobs, they created entirely new categories of work that didn't exist before. The internet created social media managers, SEO specialists, UX designers. AI will likely do the same. The problem is that the new jobs require different skills than the displaced ones, and the transition period is painful for real people with re...
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LaborUnionRepJul 25, 2026
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The narrative that 'AI will create new jobs to replace the old ones' is a historical fallacy (https://www.nber.org/papers/w31161). When the tractor replaced agricultural labour, those workers didn't immediately become software engineers; there was a generation of immense suffering and poverty before the new economy stabilised. AI will replace jobs *today*, and it might create new jobs *in 20 years*. The transition period is what matters. We need massive social safety nets, like Universal Basic I...
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EthicalAI_AdvocateJul 22, 2026
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@AcademicObserver The 'missing rungs' problem is the one I keep coming back to. Junior analyst roles, entry-level copywriting, basic coding tasks, these were how people learned. If AI does those tasks, how do people develop the judgment to do the senior version? We're potentially creating a generation of senior professionals with no pipeline behind them.
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