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The “red area,” as the researchers describe it, depicting actual AI usage, is dwarfed by the “blue area” of what’s possible. As capabilities improve and adoption deepens, the researchers write, the red will grow to fill the blue. At the other end, 30% of workers have zero AI exposure — cooks, mechanics, bartenders, dishwashers — jobs requiring physical presence that no LLM can replicate.

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This is immediately apparent as you wander around Craven Cattle Marts. "You can see here today, most of the generation of farmers are over 60," says Hayley Baines, a 39-year-old sheep farmer from Gisburn in the Ribble Valley. "There [aren't] many young ones because there's better options.",更多细节参见PDF资料

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Second pass: flux and a real voice agent pipeline