While today’s AI has vastly more power than the Automated Mathematician, a similar constraint applies. Most machine-learning systems are trained by minimizing prediction error against a dataset whose inputs and labels are defined in advance. This makes them very good at predicting current data, but locks them into the conceptual vocabulary of the data they learn from.
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The platform’s commercial pivot has left deep marks. Fifty-three percent of Gen Z say TikTok feels more commercial than it did a year ago. Seventy-two percent agree content now feels staged and performative. Forty-three percent said it feels more mentally draining, and 40% described it as more overwhelming.
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