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Silicon Oracles and the Asymmetry of Consequence

When a frontier language model emits a bold assertion flattering a particular cultural ideology, crowds eagerly crown the output as an oracle from beyond human horizons, proclaiming that artificial intelligence has validated their creed. Yet when subjected to rigorous epistemological cross-examination, this identical system readily retreats to neutral academic boundaries, disassembling transcendent claims into modest historical fragments.

This shift unmasks the intrinsic reality of generative computation: the model possesses neither private convictions nor internal altars; it is merely an…

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